def simulateCallback(frame):
controlModel.applyBodyTorqueGlobal(1, (0,10,0))
for i in range(stepsPerFrame):
bodyIDs, positions, positionLocals, forces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, 1000, 2*(1000**.5))
vpWorld.applyPenaltyForce(bodyIDs, positionLocals, forces)
vpWorld.step()
del contactPositions[:]
del contactForces[:]
contactPositions[:] = positions
contactForces[:] = forces
motionModel.update(motion[frame])
bodyPositions = controlModel.getBodyPositionsGlobal()
bodyVelocities = controlModel.getBodyVelocitiesGlobal()
CMPos_cm[0] = yrp.getCM(bodyPositions, bodyMasses, totalMass)
CMVel_cm[0] = yrp.getCM(bodyVelocities, bodyMasses, totalMass)
bodyPositions_ref = motionModel.getBodyPositionsGlobal()
bodyVelocities_ref = motionModel.getBodyVelocitiesGlobal()
CMPos_mm[0] = yrp.getCM(bodyPositions_ref, bodyMasses, totalMass)
CPPos_cm_old = CPPos_cm[0]
CPPos_cm[0] = yrp.getCP(positions, forces)
if CPPos_cm_old==None or CPPos_cm[0]==None:
CPVel_cm[0] = None
else:
CPVel_cm[0] = (CPPos_cm[0] - CPPos_cm_old)/(1./30.)
def simulateCallback(frame):
for i in range(stepsPerFrame):
vpWorld.step()
velocities_m1 = m1.getBodyVelocitiesGlobal()
velocities_m2 = m2.getBodyVelocitiesGlobal()
positions_m1 = m1.getBodyPositionsGlobal()
positions_m2 = m2.getBodyPositionsGlobal()
CM_m1 = m1.getBodyPositionGlobal(0)
CM_m2 = yrp.getCM(positions_m2, masses_m2, totalMass_m2)
inertias_m1 = m1.getBodyInertiasGlobal()
inertias_m2 = m2.getBodyInertiasGlobal()
angVelocities_m1 = m1.getBodyAngVelocitiesGlobal()
angVelocities_m2 = m2.getBodyAngVelocitiesGlobal()
L1_std = getLinearMomentum(masses_m1, velocities_m1)
L2_std = getLinearMomentum(masses_m2, velocities_m2)
H1_std = getAngularMomentum(CM_m1, inertias_m1, angVelocities_m1,
positions_m1, masses_m1, velocities_m1)
H2_std = getAngularMomentum(CM_m2, inertias_m2, angVelocities_m2,
positions_m2, masses_m2, velocities_m2)
#===============================================================================
# for rendering
#===============================================================================
p[:] = m1.getBodyPositionsGlobal() + m2.getBodyPositionsGlobal()
v[:] = m1.getBodyVelocitiesGlobal() + m2.getBodyVelocitiesGlobal()
CM[:] = [
yrp.getCM(m1.getBodyPositionsGlobal(), m1.getBodyMasses()),
CM_m2
]
L_std[:] = [L1_std, L2_std]
H_std[:] = [H1_std, H2_std]
def solveIK(desComPos,
desIdxs,
desPos,
desOri,
cmW=10.,
posW=1.,
oriW=1.):
numItr = 100
dt = .5
threshold = 0.1
for i in range(0, numItr):
jPart_IK = []
print '----iter num', i
IKModel.update(pose)
th_r_IK = pose.getDOFPositions()
jointPositions_IK = pose.getJointPositionsGlobal()
jointAxeses_IK = pose.getDOFAxeses()
linkPositions_IK = IKModel.getBodyPositionsGlobal()
linkInertias_IK = IKModel.getBodyInertiasGlobal()
CM_IK = yrp.getCM(linkPositions_IK, linkMasses, totalMass)
print CM_IK
P_IK = ymt.getPureInertiaMatrix(TO, linkMasses,
linkPositions_IK, CM_IK,
linkInertias_IK)
yjc.computeJacobian2(Jsys_IK, DOFs, jointPositions_IK,
jointAxeses_IK, linkPositions_IK,
allLinkJointMasks)
for j in range(0, len(desIdxs)):
jPart_IK.append(Jsys_IK[6 * desIdxs[j]:6 * desIdxs[j] + 6])
J_IK, JAngCom_IK = np.vsplit(np.dot(P_IK, Jsys_IK), 2)
dv_IK = cmW * (desComPos - CM_IK)
for j in range(0, len(desIdxs)):
J_IK = np.vstack((J_IK, jPart_IK[j]))
pos_IK = IKModel.getBodyPositionGlobal(desIdxs[j])
dv_IK = np.append(dv_IK, posW * (desPos[j] - pos_IK))
ori_IK = IKModel.getBodyOrientationGlobal(desIdxs[j])
dv_IK = np.append(dv_IK,
oriW * mm.logSO3(desOri[j] * ori_IK.T))
#print dv_IK[0:3]
dth_IK_solve = npl.lstsq(J_IK, dv_IK)
dth_IK_x = dth_IK_solve[0][:totalDOF]
ype.nested(dth_IK_x, dth_IK)
#print dth_IK[0][0:3]
th_IK = yct.getIntegralDOF(th_r_IK, dth_IK, dt)
pose.setDOFPositions(th_IK)
if np.dot(dv_IK, dv_IK) < threshold:
break
def simulateCallback(frame):
linkPositions = controlModel.getBodyPositionsGlobal()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
inertias = controlModel.getBodyInertiasGlobal()
P = getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
inertias)
linkVelocities = controlModel.getBodyVelocitiesGlobal()
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
dP = getPureInertiaMatrixDerivative(
dTO, linkMasses, linkVelocities, dCM,
controlModel.getBodyAngVelocitiesGlobal(), inertias)
if VERBOSE:
print('P')
print(P)
print('dP')
print(dP)
for i in range(stepsPerFrame):
vpWorld.step()
def simulateCallback(frame):
print "main:frame : ", frame
curTime = time.time()
if frame % 30 == 1: pt[0] = time.time()
global g_initFlag
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
global contactRendererName
global desCOMOffset
motionModel.update(motion[0])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
)
Dt = 2 * (Kt**.5)
Dk = 2 * (Kk**.5)
Dl = 2 * (Kl**.5)
Dh = 2 * (Kh**.5)
Dsc = 2 * (Ksc**.5)
# tracking
th_r_ori = motion.getDOFPositions(frame)
th_r = copy.copy(th_r_ori)
############################
#Reference motion modulation
dCM_k = 10.
linkVelocities = controlModel.getBodyVelocitiesGlobal()
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
global leftHipTimer
if viewer.objectInfoWnd.onLeftHip:
leftHipTimer = 60
viewer.objectInfoWnd.onLeftHip = False
if leftHipTimer > 0:
viewer.objectInfoWnd.comOffsetX.value(
0.08 * np.sin(2 * 3.14 * leftHipTimer / 60.))
#viewer.objectInfoWnd.comOffsetZ.value(0.04*np.cos(2*3.14*leftHipTimer/90.))
#B_Hipd = viewer.objectInfoWnd.labelLeftHip.value()
#newR1 = mm.exp(mm.v3(0.0,1.0,0.0), 3.14*0.5*B_Hipd/100.)
#idx = motion[0].skeleton.getJointIndex('LeftUpLeg')
#th_r[idx] = np.dot(th_r[idx], newR1)
#idx = motion[0].skeleton.getJointIndex('RightUpLeg')
#th_r[idx] = np.dot(th_r[idx], newR1)
leftHipTimer -= 1
timeReport[0] += time.time() - curTime
curTime = time.time()
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
positionFootL = [None] * footPartNum
positionFootR = [None] * footPartNum
for i in range(footPartNum):
positionFootL[i] = controlModel.getBodyPositionGlobal(
indexFootL[i])
positionFootR[i] = controlModel.getBodyPositionGlobal(
indexFootR[i])
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
linkVelocities_ref = motionModel.getBodyVelocitiesGlobal()
linkAngVelocities_ref = motionModel.getBodyAngVelocitiesGlobal()
linkInertias_ref = motionModel.getBodyInertiasGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref = copy.copy(CM_ref)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
linkVelocities, dCM,
linkAngVelocities,
linkInertias)
timeReport[1] += time.time() - curTime
curTime = time.time()
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
linkPositions, allLinkJointMasks)
timeReport[2] += time.time() - curTime
curTime = time.time()
# yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
if frame > 0:
dJsys = (Jsys - JsysPre) * 30.
else:
dJsys = (Jsys - Jsys)
JsysPre = Jsys.copy()
timeReport[3] += time.time() - curTime
curTime = time.time()
lcpBodyIDs, lcpContactPositions, lcpContactPositionLocals, lcpContactForces = hls.calcLCPForces(
motion, vpWorld, controlModel, bodyIDsToCheck, 1., 4, None)
# bodyIDs : IDs for Virtual Physics, not VpModel !!!
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
if (CP is not None):
CP[1] = 0.
for i in range(controlModel.getBodyNum()):
controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0, 255)
contactFlagFootL = [0] * footPartNum
contactFlagFootR = [0] * footPartNum
for i in range(len(bodyIDs)):
controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105, 200)
index = controlModel.id2index(bodyIDs[i])
for j in range(len(indexFootL)):
if index == indexFootL[j]:
contactFlagFootL[j] = 1
for j in range(len(indexFootR)):
if index == indexFootR[j]:
contactFlagFootR[j] = 1
for j in range(0, footPartNum):
jFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] + 6] #.copy()
jFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] + 6] #.copy()
dJFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
6] #.copy()
dJFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
6] #.copy()
if footPartNum == 1:
desFCL = (controlModel.getBodyPositionGlobal(supL))
desFCR = (controlModel.getBodyPositionGlobal(supR))
else:
r = .5 + desCOMOffset
desFCL = (controlModel.getBodyPositionGlobal(indexFootL[0]) * r +
controlModel.getBodyPositionGlobal(indexFootL[1]) *
(1.0 - r)
) #controlModel.getBodyPositionGlobal(indexFootL[1])
desFCR = (controlModel.getBodyPositionGlobal(indexFootR[0]) * r +
controlModel.getBodyPositionGlobal(indexFootR[1]) *
(1.0 - r)
) #controlModel.getBodyPositionGlobal(indexFootR[1])
desFC = desFCL + (desFCR - desFCL) / 2.0
desFC[1] = 0
rd_footCenter_des[0] = desFC.copy()
curRelCMVec = CM_plane - desFC
vecRatio = mm.length(curRelCMVec) * 0.
#print(frame, vecRatio)
footCenter = desFC - curRelCMVec * (vecRatio) #/10.0
footCenter = (
getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') +
getBodyGlobalPos(controlModel, motion, 'LeftPhalange_1') +
getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') +
getBodyGlobalPos(controlModel, motion, 'RightPhalange_1')) / 4.
#footCenter = (getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'LeftTalus_1') + getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'RightTalus_1'))/4.
footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
#footCenter_ref[1] = 0.
footCenter[1] = 0.
footCenterOffset = np.array([
viewer.objectInfoWnd.comOffsetX.value(), 0,
viewer.objectInfoWnd.comOffsetZ.value()
])
#footCenter += footCenterOffset
vecRatio = mm.length(curRelCMVec) * 0.
softConstPointOffset = -curRelCMVec * (vecRatio) #/10.0
#print(frame, vecRatio, softConstPointOffset)
desForeSupLAcc = [0, 0, 0]
desForeSupRAcc = [0, 0, 0]
totalNormalForce = [0, 0, 0]
for i in range(len(contactForces)):
totalNormalForce[0] += contactForces[i][0]
totalNormalForce[1] += contactForces[i][1]
totalNormalForce[2] += contactForces[i][2]
#print((totalMass*mm.s2v(wcfg.gravity))[1])
footCenterOffset = np.array([
viewer.objectInfoWnd.comOffsetX.value(),
viewer.objectInfoWnd.comOffsetY.value(),
viewer.objectInfoWnd.comOffsetZ.value()
])
######################
# optimization terms
######################
# linear momentum
CM_ref_plane = footCenter + footCenterOffset
dL_des_plane = Kl * totalMass * (CM_ref_plane -
CM_plane) - Dl * totalMass * dCM_plane
dL_des_plane[1] = Kl * totalMass * (CM_ref[1] + footCenterOffset[1] -
CM[1]) - Dl * totalMass * dCM[1]
#dL_des_plane[1] = 0.
#print 'dL_des_plane', dL_des_plane
# angular momentum
CP_ref = footCenter + footCenterOffset
CP_ref[1] = 0.
timeStep = 30.
if (CP_old[0] is None) or (CP is None):
dCP = None
else:
dCP = (CP - CP_old[0]) * timeStep
CP_old[0] = CP
if (CP is not None) and (dCP is not None):
ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
(1 / timeStep)**2)
#print 'dCP: ', dCP
#print 'ddCP_des: ', ddCP_des
#print 'CP_des: ', CP_des
#dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
dH_des = np.cross(
(CP_des - CM_plane),
(dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
else:
dH_des = None
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
flagContact = True
if (dH_des is None) or np.any(np.isnan(dH_des)) == True:
flagContact = False
#viewer.doc.showRenderer('rd_grf_des', False)
#viewer.motionViewWnd.update(1, viewer.doc)
#else:
#viewer.doc.showRenderer('rd_grf_des', True)
#viewer.motionViewWnd.update(1, viewer.doc)
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
#MOTION = FORWARD_JUMP
if mit.MOTION == mit.FORWARD_JUMP:
frame_index = [136, 100]
#frame_index = [100000, 100000]
elif mit.MOTION == mit.TAEKWONDO:
frame_index = [130, 100]
#frame_index = [100000, 100000]
elif mit.MOTION == mit.TAEKWONDO2:
frame_index = [130 + 40, 100]
elif mit.MOTION == mit.WALK:
frame_index = [10000, 60]
elif mit.MOTION == mit.TIPTOE:
frame_index = [1000000, 1000000]
#frame_index = [10000, 165]
else:
frame_index = [1000000, 1000000]
#MOTION = TAEKWONDO
#frame_index = [135, 100]
if frame > frame_index[0]:
if stage != POWERFUL_BALANCING:
print("#", frame, "-POWERFUL_BALANCING")
stage = POWERFUL_BALANCING
Kk = Kk * 2
Dk = 2 * (Kk**.5)
elif frame > frame_index[1]:
if stage != MOTION_TRACKING:
print("#", frame, "-MOTION_TRACKING")
stage = MOTION_TRACKING
trackingW = w
#if checkAll(contactFlagFootR, 0) != 1 :
if 0: #stage == MOTION_TRACKING:
trackingW = w2
#stage = POWERFUL_BALANCING
Bt = Bt * 2
# optimization
mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)
#mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1, q_bias1)
if flagContact == True:
if stage != MOTION_TRACKING + 10:
mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R,
r_bias)
#mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
# using || dH ||^2 instead
mot.addAnotherTerms(problem, totalDOF, Bh, S,
-(s_bias + Kh * np.dot(S, dth_flat)))
a_sup_2 = None
Jsup_2 = None
dJsup_2 = None
##############################
# Hard constraint
Kk2 = Kk * 4.0
Dk2 = 2 * (Kk2**.5)
ankleW = 0
ankleOffset = ankleW * curRelCMVec[2]
metatarW = 0
metatarOffset = metatarW * curRelCMVec[2]
##############################
##############################
# Additional constraint
if stage != MOTION_TRACKING and frame > 5:
# ankle strategy
idx = 0 #LEFT/RIGHT_TOES
if mit.FOOT_PART_NUM == 1:
yOffset = 0.03
else:
yOffset = 0.069
#yOffset = 0.06
# ankleOffset = (footCenter - CM_plane)*4.
ankleOffset = footCenterOffset * 10.
ankleOffset[1] = 0.
#ankleOffset[2] = 0.
ankleOffset[2] = ankleOffset[2] * 20.
ankleOffsetL = ankleOffset.copy()
ankleOffsetR = ankleOffset.copy()
#ankleOffset= np.array((0,0,0))
if footCenterOffset[0] > 0.0:
ankleOffsetL[0] = 0.
else:
ankleOffsetR[0] = 0.
# print 'ankleOffset=', ankleOffset
desLinearAccL, desPosL = getDesFootLinearAcc(
motionModel, controlModel, indexFootL[idx], ModelOffset,
CM_ref, CM, Kk, Dk, yOffset) #0.076) #0.14)
desLinearAccR, desPosR = getDesFootLinearAcc(
motionModel, controlModel, indexFootR[idx], ModelOffset,
CM_ref, CM, Kk, Dk, yOffset)
ax = [0, 0, -1]
aaa = getBodyGlobalOri(controlModel, motion, 'RightFoot')
#print np.dot(aaa, ax)
if mit.FOOT_PART_NUM == 1:
ax = [0, 1, 0]
desAngularAccL = getDesFootAngularAcc(
motionModel, controlModel, indexFootL[idx], Kk, Dk, ax,
mm.normalize([0, 1, 0] + ankleOffsetL))
desAngularAccR = getDesFootAngularAcc(
motionModel, controlModel, indexFootR[idx], Kk, Dk, ax,
mm.normalize([0, 1, 0] + ankleOffsetR))
a_sup_2 = np.hstack((np.hstack((desLinearAccL, desAngularAccL)),
np.hstack((desLinearAccR, desAngularAccR))))
Jsup_2 = np.vstack((jFootL[idx], jFootR[idx]))
dJsup_2 = np.vstack((dJFootL[idx], dJFootR[idx]))
#mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
#mot.addConstraint(problem, totalDOF, Jsup_2[:1], dJsup_2[:1], dth_flat, a_sup_2[:1])
#mot.addConstraint(problem, totalDOF, Jsup_2[2:], dJsup_2[2:], dth_flat, a_sup_2[2:])
#mot.addConstraint(problem, totalDOF, Jsup_2[3:], dJsup_2[3:], dth_flat, a_sup_2[3:])
mot.addAnotherTerms(problem, totalDOF,
viewer.objectInfoWnd.Bc.value(), Jsup_2[3:],
a_sup_2[3:] - np.dot(dJsup_2[3:], dth_flat))
#mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
#mot.addAnotherTerms(problem, totalDOF, 1.*viewer.objectInfoWnd.Bc.value(), Jsup_2[0:1], a_sup_2[0:1] - np.dot(dJsup_2[0:1] , dth_flat))
#mot.addAnotherTerms(problem, totalDOF, 1.*viewer.objectInfoWnd.Bc.value(), Jsup_2[2:], a_sup_2[2:] - np.dot(dJsup_2[2:] , dth_flat))
desCOMOffset = 0.0
rd_DesPosL[0] = desPosL.copy()
rd_DesPosR[0] = desPosR.copy()
if stage == STATIC_BALANCING and frame > 10: # and False:
del rd_desPoints[:]
# foot strategy
#Kk2 = Kk * 2.5
#Kk2 = Kk * .2
#Dk2 = 2*(Kk2**.5)
desForePosL = [0, 0, 0]
desForePosR = [0, 0, 0]
desRearPosL = [0, 0, 0]
desRearPosR = [0, 0, 0]
footPartPos = []
footPartPos.append(
controlModel.getBodyPositionGlobal(
motion[0].skeleton.getJointIndex('LeftCalcaneus_1')))
footPartPos.append(
controlModel.getBodyPositionGlobal(
motion[0].skeleton.getJointIndex('LeftPhalange_1')))
footPartPos.append(
controlModel.getBodyPositionGlobal(
motion[0].skeleton.getJointIndex('RightCalcaneus_1')))
footPartPos.append(
controlModel.getBodyPositionGlobal(
motion[0].skeleton.getJointIndex('RightPhalange_1')))
for i in range(1, footPartNum):
contactFlagFootL[i] = 1
contactFlagFootR[i] = 1
SupPts = np.vstack(
(np.array((footPartPos[0][0], footPartPos[1][0],
footPartPos[2][0], footPartPos[3][0])),
np.array(
(footPartPos[0][2], footPartPos[1][2], footPartPos[2][2],
footPartPos[3][2])), np.array((1., 1., 1., 1.))))
coordWidthLen = 2.
coordLengthLen = 1.5
SupUV = np.vstack(
(np.array((-coordWidthLen, -coordWidthLen, coordWidthLen,
coordWidthLen)),
np.array((-coordLengthLen, coordLengthLen, -coordLengthLen,
coordLengthLen)), np.array((1., 1., 1., 1.))))
SupMap = np.dot(np.dot(SupUV, SupUV.T),
np.linalg.inv(np.dot(SupPts, SupUV.T)))
#print SupMap
desFootCenter = footCenter + footCenterOffset
footCenterPts = np.array((desFootCenter[0], desFootCenter[2], 1))
#print np.dot(SupMap, footCenterPts)
#print np.dot(getBodyGlobalOri(controlModel, motion, 'LeftMetatarsal_1'), np.array((0,1,0)))
CM_plane_2D = np.array((CM[0], CM[2], 1))
# CM_plane_UV = np.dot(SupMap, CM_plane_2D)
CM_plane_UV = np.dot(SupMap, footCenterPts)
# print CM_plane_UV
# for i in range(1, footPartNum):
if CM_plane_UV[1] > .5:
# com is in front
for i in range(1, 5):
contactFlagFootL[i] = 0
contactFlagFootR[i] = 0
elif CM_plane_UV[1] < -.5:
# com is back
for i in range(3, footPartNum):
contactFlagFootL[i] = 0
contactFlagFootR[i] = 0
else:
# com is in middle position
for i in range(3, 5):
contactFlagFootL[i] = 0
contactFlagFootR[i] = 0
contactFlagFoot = contactFlagFootL
if CM_plane_UV[0] < 0.:
contactFlagFoot = contactFlagFootR
# CM_plane_UV[0] = -CM_plane_UV[0]
if abs(CM_plane_UV[0]) > 1.:
for j in range(0, 3):
contactFlagFoot[2 * j + 2] = 0
# print 'footL : ',contactFlagFootL
# print 'footR : ',contactFlagFootR
for i in range(1, footPartNum):
axis = [0, 0, 1]
if i == 1 or i == 2:
axis = [0, 0, -1]
desAng = [0, 0, 1]
if i == 1 or i == 2:
desAng = [0, 0, -1]
desY = 0.029
if contactFlagFootL[i] == 1:
desLinearAccL, desForePosL = getDesFootLinearAcc(
motionModel, controlModel, indexFootL[i], ModelOffset,
CM_ref, CM, Kk2, Dk2, desY)
desAngularAccL = getDesFootAngularAcc(
motionModel, controlModel, indexFootL[i], Kk2, Dk2,
axis, desAng)
a_sup_2 = np.hstack((desLinearAccL, desAngularAccL))
Jsup_2 = jFootL[i].copy()
dJsup_2 = dJFootL[i].copy()
mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2,
dth_flat, a_sup_2)
#mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
#mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2[3:], a_sup_2[3:] - np.dot(dJsup_2[3:] , dth_flat))
rd_desPoints.append(desForePosL.copy())
if contactFlagFootR[i] == 1:
desLinearAccR, desForePosR = getDesFootLinearAcc(
motionModel, controlModel, indexFootR[i], ModelOffset,
CM_ref, CM, Kk2, Dk2, desY)
desAngularAccR = getDesFootAngularAcc(
motionModel, controlModel, indexFootR[i], Kk2, Dk2,
axis, desAng)
a_sup_2 = np.hstack((desLinearAccR, desAngularAccR))
Jsup_2 = jFootR[i].copy()
dJsup_2 = dJFootR[i].copy()
mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2,
dth_flat, a_sup_2)
#mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
#mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2[3:], a_sup_2[3:] - np.dot(dJsup_2[3:], dth_flat))
rd_desPoints.append(desForePosR.copy())
rd_DesForePosL[0] = desForePosL
rd_DesForePosR[0] = desForePosR
rd_DesRearPosL[0] = desRearPosL
rd_DesRearPosR[0] = desRearPosR
##############################
#if Jsup_2 is not None:
# mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
timeReport[4] += time.time() - curTime
curTime = time.time()
r = problem.solve()
#print frame
#Ashape = np.shape(problem.A)
#if len(Ashape) >0 :
# for i in range(0, Ashape[0]):
# print problem.A[i]
#print problem.A[]
#print problem.b
#print r
problem.clear()
#print r['x']
ype.nested(r['x'], ddth_sol)
#print ddth_sol
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
###########################################
##Jacobian Transpose control
# COM Position control
#fCom = Wcp*(pHatComDes - pHatCom) + Wcv*(vComDes - vCom) + Wcm*(footCenter_plane - CM_plane)
w1 = 10 #10.1
w2 = 1 #1#2*(w1**.5)
if frame > 100:
w1 = 10.1 #10.1
w2 = 1
footToCMVec = CM - footCenter
desCMPos = [footCenter[0], mm.length(footToCMVec), footCenter[2]]
#print("desCMPos", desCMPos)
#print("CM", CM)
fCom = w1 * (desCMPos - CM) + w2 * (-dCM)
#print("fCom", fCom)
#fCom[0] = 0.
#fCom[1] = 0
#fCom[2] = 0
rd_virtualForce[0] = fCom.copy()
#hipPos = controlModel.getBodyPositionGlobal(rootB)
headPos = controlModel.getBodyPositionGlobal(selectedBody)
hipPos = controlModel.getBodyPositionGlobal(rootB)
yjc.computeJacobian2(Jcom, DOFs, jointPositions, jointAxeses,
[headPos], comUpperJointMasks)
#yjc.computeJacobianDerivative2(dJcom, DOFs, jointPositions, jointAxeses, linkAngVelocities, [CM], comUpperJointMasks, False)
JcomT = Jcom.T
TauJT = np.dot(JcomT, fCom)
# Angular Momentum
Hc = ymt.getAngularMomentum(CM, linkInertias, linkAngVelocities,
linkPositions, linkMasses, linkVelocities)
Href = ymt.getAngularMomentum(CM_ref, linkInertias_ref,
linkAngVelocities_ref, linkPositions_ref,
linkMasses, linkVelocities_ref)
Wam = .05
Tam = Wam * (Href - Hc)
#print("Tam", Tam)
yjc.computeAngJacobian2(JcomAng, DOFs, jointPositions, jointAxeses,
[headPos], comUpperJointMasks)
TauAM = np.dot(JcomAng.T, Tam)
timeReport[5] += time.time() - curTime
curTime = time.time()
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
#print frame, bodyIDs, contactPositions, contactPositionLocals, contactForces
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
contactForces)
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0
or extraForce[0][2] != 0):
forceApplyFrame += 1
#vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame * wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
#print ddth_sol
controlModel.setDOFAccelerations(ddth_sol)
controlModel.solveHybridDynamics()
vpWorld.step()
#if frame%30==0: print 'elapsed time for 30 frames:', time.time()-pt[0]
# rendering
rd_footCenter[0] = footCenter
rd_CM[0] = CM.copy()
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_ref.copy()
rd_CM_ref[0] = CM_ref.copy()
rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
rd_CM_vec[0] = (CM - CM_plane)
rd_CM_des[0] = CM_ref_plane.copy()
rd_CM_des[0][1] = .01
#rd_CM_plane[0][1] = 0.
if (CP is not None) and (dCP is not None):
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[
0] = totalNormalForce # - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
constBody) - softConstPoint
del rd_contactForces[:]
del rd_contactPositions[:]
if CP is not None:
for i in range(len(lcpBodyIDs)):
rd_contactForces.append(lcpContactForces[i].copy() / 200.)
rd_contactPositions.append(lcpContactPositions[i].copy())
timeReport[6] += time.time() - curTime
def simulateCallback(frame):
global g_initFlag
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
motionModel.update(motion[frame])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, Bsc = viewer.GetParam()
Dt = 2 * (Kt**.5)
Dk = 2 * (Kk**.5)
Dl = 2 * (Kl**.5)
Dh = 2 * (Kh**.5)
Dsc = 2 * (Ksc**.5)
if Bsc == 0.0:
viewer.doc.showRenderer('softConstraint', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('softConstraint', True)
renderer1 = viewer.doc.getRenderer('softConstraint')
renderer1.rc.setLineWidth(0.1 + Bsc * 3)
viewer.motionViewWnd.update(1, viewer.doc)
# tracking
th_r = motion.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
'''
if stage == POWERFUL_BALANCING:
#if stage != MOTION_TRACKING:
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
else:
footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])
footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
'''
if footPartNum == 1:
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
else:
if stage == POWERFUL_BALANCING:
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
else:
footCenterL = (
controlModel.getBodyPositionGlobal(supL) +
controlModel.getBodyPositionGlobal(indexFootL[1])) / 2.0
footCenterR = (
controlModel.getBodyPositionGlobal(supR) +
controlModel.getBodyPositionGlobal(indexFootR[1])) / 2.0
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
footCenter = footCenterL + (footCenterR - footCenterL) / 2.0
footCenter[1] = 0.
footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
#footCenter_ref[1] = 0.
positionFootL = [None] * footPartNum
positionFootR = [None] * footPartNum
for i in range(footPartNum):
positionFootL[i] = controlModel.getBodyPositionGlobal(
indexFootL[i])
positionFootR[i] = controlModel.getBodyPositionGlobal(
indexFootR[i])
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref = copy.copy(CM_ref)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
linkVelocities, dCM,
linkAngVelocities,
linkInertias)
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
linkPositions, allLinkJointMasks)
yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
linkPositions, allLinkJointMasks)
if g_initFlag == 0:
softConstPoint = controlModel.getBodyPositionGlobal(constBody)
softConstPoint[1] -= .3
g_initFlag = 1
yjc.computeJacobian2(jFootL[0], DOFs, jointPositions, jointAxeses,
[positionFootL[0]], jointMasksFootL[0])
yjc.computeJacobianDerivative2(dJFootL[0], DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[positionFootL[0]], jointMasksFootL[0],
False)
yjc.computeJacobian2(jFootR[0], DOFs, jointPositions, jointAxeses,
[positionFootR[0]], jointMasksFootR[0])
yjc.computeJacobianDerivative2(dJFootR[0], DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[positionFootR[0]], jointMasksFootR[0],
False)
yjc.computeAngJacobian2(jAngFootL[0], DOFs, jointPositions,
jointAxeses, [positionFootL[0]],
jointMasksFootL[0])
yjc.computeAngJacobianDerivative2(dJAngFootL[0], DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[positionFootL[0]],
jointMasksFootL[0], False)
yjc.computeAngJacobian2(jAngFootR[0], DOFs, jointPositions,
jointAxeses, [positionFootR[0]],
jointMasksFootR[0])
yjc.computeAngJacobianDerivative2(dJAngFootR[0], DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[positionFootR[0]],
jointMasksFootR[0], False)
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
for i in range(len(bodyIDsToCheck)):
controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0)
contactFlagFootL = [0] * footPartNum
contactFlagFootR = [0] * footPartNum
for i in range(len(bodyIDs)):
controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105)
index = controlModel.id2index(bodyIDs[i])
for j in range(len(indexFootL)):
if index == indexFootL[j]:
contactFlagFootL[j] = 1
if j != 0:
yjc.computeJacobian2(jFootL[j], DOFs, jointPositions,
jointAxeses, [positionFootL[j]],
jointMasksFootL[j])
yjc.computeJacobianDerivative2(
dJFootL[j], DOFs, jointPositions, jointAxeses,
linkAngVelocities, [positionFootL[j]],
jointMasksFootL[j], False)
break
for j in range(len(indexFootR)):
if index == indexFootR[j]:
contactFlagFootR[j] = 1
if j != 0:
yjc.computeJacobian2(jFootR[j], DOFs, jointPositions,
jointAxeses, [positionFootR[j]],
jointMasksFootR[j])
yjc.computeJacobianDerivative2(
dJFootR[j], DOFs, jointPositions, jointAxeses,
linkAngVelocities, [positionFootR[j]],
jointMasksFootR[j], False)
break
for j in range(len(indexFootL)):
yjc.computeAngJacobian2(jAngFootL[j], DOFs, jointPositions,
jointAxeses, [positionFootL[j]],
jointMasksFootL[j])
yjc.computeAngJacobianDerivative2(dJAngFootL[j], DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[positionFootL[j]],
jointMasksFootL[j], False)
yjc.computeAngJacobian2(jAngFootR[j], DOFs, jointPositions,
jointAxeses, [positionFootR[j]],
jointMasksFootR[j])
yjc.computeAngJacobianDerivative2(dJAngFootR[j], DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[positionFootR[j]],
jointMasksFootR[j], False)
#
if checkAll(contactFlagFootL, 0) == 1 and checkAll(
contactFlagFootR, 0) == 1:
footCenter = footCenter
elif checkAll(contactFlagFootL, 0) == 1:
footCenter = footCenterR
elif checkAll(contactFlagFootR, 0) == 1:
footCenter = footCenterL
footCenter[1] = 0.
desForeSupLAcc = [0, 0, 0]
desForeSupRAcc = [0, 0, 0]
totalNormalForce = [0, 0, 0]
for i in range(len(contactForces)):
totalNormalForce[0] += contactForces[i][0]
totalNormalForce[1] += contactForces[i][1]
totalNormalForce[2] += contactForces[i][2]
# linear momentum
CM_ref_plane = footCenter
dL_des_plane = Kl * totalMass * (CM_ref_plane -
CM_plane) - Dl * totalMass * dCM_plane
# angular momentum
CP_ref = footCenter
timeStep = 30.
if CP_old[0] == None or CP == None:
dCP = None
else:
dCP = (CP - CP_old[0]) / (1 / timeStep)
CP_old[0] = CP
if CP != None and dCP != None:
ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
(1 / timeStep)**2)
dH_des = np.cross(
(CP_des - CM),
(dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
#dH_des = np.cross((CP_des - CM_plane), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
else:
dH_des = None
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
##############################
# soft point constraint
P_des = softConstPoint
P_cur = controlModel.getBodyPositionGlobal(constBody)
dP_des = [0, 0, 0]
dP_cur = controlModel.getBodyVelocityGlobal(constBody)
ddP_des1 = Ksc * (P_des - P_cur) - Dsc * (dP_cur - dP_des)
r = P_des - P_cur
I = np.vstack(([1, 0, 0], [0, 1, 0], [0, 0, 1]))
Z = np.hstack((I, mm.getCrossMatrixForm(-r)))
yjc.computeJacobian2(Jconst, DOFs, jointPositions, jointAxeses,
[softConstPoint], constJointMasks)
JL, JA = np.vsplit(Jconst, 2)
Q1 = np.dot(Z, Jconst)
q1 = np.dot(JA, dth_flat)
q2 = np.dot(mm.getCrossMatrixForm(q1),
np.dot(mm.getCrossMatrixForm(q1), r))
yjc.computeJacobianDerivative2(dJconst, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[softConstPoint], constJointMasks,
False)
q_bias1 = np.dot(np.dot(Z, dJconst), dth_flat) + q2
##############################
flagContact = True
if dH_des == None or np.any(np.isnan(dH_des)) == True:
flagContact = False
viewer.doc.showRenderer('rd_grf_des', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('rd_grf_des', True)
viewer.motionViewWnd.update(1, viewer.doc)
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
#MOTION = FORWARD_JUMP
if mit.MOTION == mit.FORWARD_JUMP:
frame_index = [136, 100]
#frame_index = [100000, 100000]
elif mit.MOTION == mit.TAEKWONDO:
frame_index = [130, 100]
#frame_index = [100000, 100000]
else:
frame_index = [1000000, 1000000]
#MOTION = TAEKWONDO
#frame_index = [135, 100]
'''
if frame > 300 :
if stage != DYNAMIC_BALANCING:
print("#", frame,"-DYNAMIC_BALANCING")
stage = DYNAMIC_BALANCING
Kk = Kk*1
Dk = 2*(Kk**.5)
'''
if frame > frame_index[0]:
if stage != POWERFUL_BALANCING:
print("#", frame, "-POWERFUL_BALANCING")
stage = POWERFUL_BALANCING
Kk = Kk * 2
Dk = 2 * (Kk**.5)
elif frame > frame_index[1]:
if stage != MOTION_TRACKING:
print("#", frame, "-MOTION_TRACKING")
stage = MOTION_TRACKING
trackingW = w
if stage == MOTION_TRACKING:
trackingW = w2
Bt = Bt * 2
# optimization
mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)
mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1,
q_bias1)
if flagContact == True:
if stage != MOTION_TRACKING + 10:
mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R,
r_bias)
mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
a_sup_2 = [None]
Jsup_2 = [None]
dJsup_2 = [None]
##############################
# Hard constraint
if stage != MOTION_TRACKING:
Kk2 = Kk * 2.0
else:
Kk2 = Kk * 1.5
Dk2 = 2 * (Kk2**.5)
'''
desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, supL, ModelOffset, CM_ref, CM, Kk2, Dk2)
desLinearAccR, desPosR = getDesFootLinearAcc(motionModel, controlModel, supR, ModelOffset, CM_ref, CM, Kk2, Dk2)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, supL, Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, supR, Kk2, Dk2)
'''
if stage != MOTION_TRACKING:
idx = 0 #LEFT/RIGHT_TOES
desLinearAccL, desPosL = getDesFootLinearAcc(
motionModel, controlModel, indexFootL[idx], ModelOffset,
CM_ref, CM, Kk2, Dk2)
desLinearAccR, desPosR = getDesFootLinearAcc(
motionModel, controlModel, indexFootR[idx], ModelOffset,
CM_ref, CM, Kk2, Dk2)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel,
indexFootL[idx], Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel,
indexFootR[idx], Kk2, Dk2)
a_sup_2 = np.hstack((np.hstack((desLinearAccL, desAngularAccL)),
np.hstack((desLinearAccR, desAngularAccR))))
Jsup_2 = np.vstack((jFootL[idx], jFootR[idx]))
dJsup_2 = np.vstack((dJFootL[idx], dJFootR[idx]))
rd_DesPosL[0] = desPosL.copy()
rd_DesPosR[0] = desPosR.copy()
else:
if footPartNum != 1:
idx = 1
else:
idx = 0
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel,
indexFootL[idx], Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel,
indexFootR[idx], Kk2, Dk2)
a_sup_2 = np.hstack((desAngularAccL, desAngularAccR))
Jsup_2 = np.vstack((jAngFootL[idx], jAngFootR[idx]))
dJsup_2 = np.vstack((dJAngFootL[idx], dJAngFootR[idx]))
##############################
##############################
# Additional constraint
if stage != MOTION_TRACKING:
Kk2 = Kk * 1.5
Dk2 = 2 * (Kk2**.5)
desForePosL = [0, 0, 0]
desForePosR = [0, 0, 0]
desRearPosL = [0, 0, 0]
desRearPosR = [0, 0, 0]
for i in range(1, footPartNum):
if contactFlagFootL[i] == 1:
desLinearAccL, desForePosL = getDesFootLinearAcc(
motionModel, controlModel, indexFootL[i], ModelOffset,
CM_ref, CM, Kk2, Dk2)
desAngularAccL = getDesFootAngularAcc(
motionModel, controlModel, indexFootL[i], Kk2, Dk2)
a_sup_2 = np.hstack(
(a_sup_2, np.hstack((desLinearAccL, desAngularAccL))))
Jsup_2 = np.vstack((Jsup_2, jFootL[i]))
dJsup_2 = np.vstack((dJsup_2, dJFootL[i]))
if contactFlagFootR[i] == 1:
desLinearAccR, desForePosR = getDesFootLinearAcc(
motionModel, controlModel, indexFootR[i], ModelOffset,
CM_ref, CM, Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(
motionModel, controlModel, indexFootR[i], Kk2, Dk2)
a_sup_2 = np.hstack(
(a_sup_2, np.hstack((desLinearAccR, desAngularAccR))))
Jsup_2 = np.vstack((Jsup_2, jFootR[i]))
dJsup_2 = np.vstack((dJsup_2, dJFootR[i]))
rd_DesForePosL[0] = desForePosL
rd_DesForePosR[0] = desForePosR
rd_DesRearPosL[0] = desRearPosL
rd_DesRearPosR[0] = desRearPosR
##############################
mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat,
a_sup_2)
r = problem.solve()
problem.clear()
ype.nested(r['x'], ddth_sol)
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
contactForces)
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0
or extraForce[0][2] != 0):
forceApplyFrame += 1
#vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame * wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
controlModel.setDOFAccelerations(ddth_sol)
controlModel.solveHybridDynamics()
'''
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0 or extraForce[0][2] != 0) :
forceApplyFrame += 1
vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame*wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
'''
vpWorld.step()
# rendering
rd_footCenter[0] = footCenter
rd_CM[0] = CM.copy()
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_ref.copy()
rd_CM_ref[0] = CM_ref.copy()
rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
rd_CM_vec[0] = (CM - footCenter) * 3
#rd_CM_plane[0][1] = 0.
if CP != None and dCP != None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[0] = totalNormalForce - totalMass * mm.s2v(
wcfg.gravity) #dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
constBody) - softConstPoint
if (forceApplyFrame == 0):
applyedExtraForce[0] = [0, 0, 0]
if start < end:
# box foot
seginfos[i]['ground_height'] = min([
posture_seg.getJointPositionGlobal(foot)[1]
for foot in [lFoot, rFoot]
for posture_seg in motion_ori[start + 1:end + 1]
])
# segmented foot
# seginfos[i]['ground_height'] = min([posture_seg.getJointPositionGlobal(foot)[1] - 0.05 for foot in [lFoot, rFoot] for posture_seg in motion_ori[start+1:end+1]])
seginfos[i]['max_stf_push_frame'] = None
if len(swingFoots) > 0:
pushes = []
for frame in range(start, int((start + end) // 2) + 1):
dCM_tar = yrp.getCM(
motion_ori.getJointVelocitiesGlobal(frame),
bodyMasses, None, uppers)
direction = mm.normalize2(
mm.projectionOnPlane(dCM_tar, (1, 0, 0),
(0, 0, 1)))
directionAxis = np.cross((0, 1, 0), direction)
pushes.append(
mm.componentOnVector(
mm.logSO3(motion_ori[frame].
getJointOrientationFromParentGlobal(
swingFoots[0])), directionAxis))
seginfos[i]['max_stf_push_frame'] = pushes.index(
max(pushes))
# write .seg
inputName = os.path.basename(path)
def simulateCallback(frame):
motionModel.update(motion[frame])
# tracking
th_r = motion.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
Kt, Dt)
'''
th2 = controlModel2.getDOFPositions()
dth2 = controlModel2.getDOFVelocities()
ddth_des2 = yct.getDesiredDOFAccelerations(th_r, th2, dth_r, dth2, ddth_r, Kt, Dt)
'''
#ype.flatten(ddth_des, ddth_des_flat)
#ype.flatten(dth, dth_flat)
#Control
#tracking control
#print(Kt, Dt)
#Tpd = yct.getDesiredDOFTorques(th_r, th, dth_r, dth, 100.0, 0.1)#0.65, 0.031)
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
footCenter1 = controlModel.getBodyPositionGlobal(sup)
footCenter2 = controlModel.getBodyPositionGlobal(sup2)
footCenter = (footCenter1 + footCenter2) / 2
'''
yjc.computeJacobian2(Jt, DOFs, jointPositions, jointAxeses, [CM], CMJointMask)
pHatCom = CM - footCenter
vCom = dCM
'''
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
CM_ref_plane = footCenter
dL_des_plane = Kl * totalMass * (CM_ref_plane -
CM_plane) - Dl * totalMass * dCM_plane
dL_des_plane[1] = 0.
CP_ref = footCenter
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
if CP_old[0] == None or CP == None:
dCP = None
else:
dCP = (CP - CP_old[0]) / (1 / 30.)
CP_old[0] = CP
if CP != None and dCP != None:
ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
CP_des = CP + dCP * (1 / 30.) + .5 * ddCP_des * ((1 / 30.)**2)
dH_des = np.cross(
(CP_des - CM),
(dL_des_plane - totalMass * mm.s2v(wcfg.gravity)))
else:
dH_des = None
################
'''
linkPositions = motionModel.getBodyPositionsGlobal()
linkVelocities = motionModel.getBodyVelocitiesGlobal()
linkAngVelocities = motionModel.getBodyAngVelocitiesGlobal()
linkInertias = motionModel.getBodyInertiasGlobal()
CM2 = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM2 = yrp.getCM(linkVelocities, linkMasses, totalMass)
footCenter1 = motionModel.getBodyPositionGlobal(sup)
footCenter2 = motionModel.getBodyPositionGlobal(sup2)
footCenter = (footCenter1+footCenter2)/2
pHatComDes = CM2 - footCenter
vComDes = dCM2
Wcp = -750
Wcv = -10
fCom = Wcp*(pHatComDes - pHatCom) + Wcv*(vComDes - vCom)
'''
#print("VirtualForce", fCom)
#fCom[0] = 0.
#fCom[1] = 0.
#fCom[2] = -20.
#fCom = [0., 0., 100.]
#print("VirtualForce", fCom)
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
contactForces)
controlModel.setDOFAccelerations(ddth_des)
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
footCenter1 = controlModel.getBodyPositionGlobal(sup)
footCenter2 = controlModel.getBodyPositionGlobal(sup2)
footCenter = (footCenter1 + footCenter2) / 2
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
footCenter_plane = copy.copy(footCenter)
footCenter_plane[1] = 0.
yjc.computeJacobian2(Jt, DOFs, jointPositions, jointAxeses, [CM],
CMJointMask)
pHatCom = CM - footCenter
vCom = dCM
linkPositions2 = motionModel.getBodyPositionsGlobal()
linkVelocities2 = motionModel.getBodyVelocitiesGlobal()
linkAngVelocities2 = motionModel.getBodyAngVelocitiesGlobal()
linkInertias2 = motionModel.getBodyInertiasGlobal()
CM2 = yrp.getCM(linkPositions2, linkMasses, totalMass)
dCM2 = yrp.getCM(linkVelocities2, linkMasses, totalMass)
footCenter1 = motionModel.getBodyPositionGlobal(sup)
footCenter2 = motionModel.getBodyPositionGlobal(sup2)
footCenter = (footCenter1 + footCenter2) / 2
pHatComDes = CM2 - footCenter
vComDes = dCM2
Wcp = 0
Wcv = 0
Wcm = 0
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
global stage
if len(contactForces) == 0:
if stage == 1:
stage = 2
print("fly")
else:
if stage == 0:
stage = 1
print("contact")
elif stage == 2:
stage = 3
print("landing")
Wcp = -550
Wcv = -100
Wcm = 0
if stage == 1:
Wcp = -550
Wcv = -100
Wcm = 0
#Wcp = -550
#Wcv = -100
elif stage == 3:
#Wcp = -950
#Wcv = -300
Wcp = -950
Wcv = -300
Wcm = 0
# COM Position control
fCom = Wcp * (pHatComDes - pHatCom) + Wcv * (
vComDes - vCom) + Wcm * (footCenter_plane - CM_plane)
if len(contactForces) == 0:
fCom[0] = 0.
fCom[1] = -10. #-10
fCom[2] = 0.
'''
fCom[0] = 10.
fCom[1] = 0.
fCom[2] = 250.
'''
# Angular Momentum control
L_ref = 0
L_con = 0
#R,i
for i in range(1, controlModel.getBodyNum()):
L_ref += (
linkMasses[i] *
np.cross(linkPositions2[i] - [CM], linkVelocities2[i]) +
linkInertias2[i] * linkAngVelocities2[i])
L_con += (
linkMasses[i] *
np.cross(linkPositions[i] - [CM], linkVelocities[i]) +
linkInertias[i] * linkAngVelocities[i])
for iJoint in range(1, 7): # from 'LeftUpLeg'(1) to 'RightFoot'(6)
JpT1 = (Jt[0][6 + 3 * (iJoint - 1)],
Jt[1][6 + 3 * (iJoint - 1)],
Jt[2][6 + 3 * (iJoint - 1)])
JpT2 = (Jt[0][6 + 3 * (iJoint - 1) + 1],
Jt[1][6 + 3 * (iJoint - 1) + 1],
Jt[2][6 + 3 * (iJoint - 1) + 1])
JpT3 = (Jt[0][6 + 3 * (iJoint - 1) + 2],
Jt[1][6 + 3 * (iJoint - 1) + 2],
Jt[2][6 + 3 * (iJoint - 1) + 2])
Tfi = (np.dot(JpT1, fCom), np.dot(JpT2,
fCom), np.dot(JpT3, fCom))
currentT = controlModel.getJointAngAccelerationLocal(iJoint)
controlModel.setJointAngAccelerationLocal(
iJoint, currentT + Tfi)
currentT = controlModel.getJointAngAccelerationLocal(0)
#print(currentT)
#JpT = ( Jt[0][0], Jt[1][0], Jt[2][0])
#Tfi = JpT*fCom
#controlModel.setJointAngAccelerationLocal(0, currentT+Tfi)
'''
if (len(contactForces) != 0) :
for iJoint in range(1, 7): # from 'LeftUpLeg'(1) to 'RightFoot'(6)
JpT = ( Jt[0][6+3*(iJoint-1)], Jt[1][6+3*(iJoint-1)], Jt[2][6+3*(iJoint-1)])
Tfi = JpT*fCom
currentT = controlModel.getJointAngAccelerationLocal(iJoint)
controlModel.setJointAngAccelerationLocal(iJoint, currentT+Tfi)
else:
print("No Contact force!!")
'''
controlModel.solveHybridDynamics()
vpWorld.step()
# rendering
rd_CM[0] = CM
rd_CM_plane[0] = CM.copy()
rd_CM_plane[0][1] = 0.
if CP != None and dCP != None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[0] = dL_des_plane - totalMass * mm.s2v(wcfg.gravity)
rd_vf[0] = fCom
def simulateCallback(frame):
# seginfo
segIndex = seg_index[0]
curState = seginfo[segIndex]['state']
curInterval = yma.offsetInterval(acc_offset[0], seginfo[segIndex]['interval'])
stanceLegs = seginfo[segIndex]['stanceHips']
swingLegs = seginfo[segIndex]['swingHips']
stanceFoots = seginfo[segIndex]['stanceFoots']
swingFoots = seginfo[segIndex]['swingFoots']
swingKnees = seginfo[segIndex]['swingKnees']
groundHeight = seginfo[segIndex]['ground_height']
# maxStfPushFrame = seginfo[segIndex]['max_stf_push_frame']
prev_frame = frame-1 if frame>0 else 0
# prev_frame = frame
# information
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, upperMass, uppers)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, upperMass, uppers)
## dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, totalMass)
## CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, totalMass)
# stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], frame)
# CMr_tar = CM_tar - stf_tar
dCM_tar = motion_seg.getJointVelocityGlobal(0, prev_frame)
CM_tar = motion_seg.getJointPositionGlobal(0, prev_frame)
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, upperMass, uppers)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, upperMass, uppers)
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, totalMass)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, totalMass)
stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], prev_frame)
CMr_tar = CM_tar - stf_tar
dCM = avg_dCM[0]
CM = controlModel.getJointPositionGlobal(0)
# CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, upperMass, uppers)
# CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
CMreal = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
stf = controlModel.getJointPositionGlobal(stanceFoots[0])
CMr = CM - stf
diff_dCM = mm.projectionOnPlane(dCM-dCM_tar, (1,0,0), (0,0,1))
diff_dCM_axis = np.cross((0,1,0), diff_dCM)
rd_vec1[0] = diff_dCM; rd_vecori1[0] = CM_tar
diff_CMr = mm.projectionOnPlane(CMr-CMr_tar, (1,0,0), (0,0,1))
# rd_vec1[0] = diff_CMr; rd_vecori1[0] = stf_tar
diff_CMr_axis = np.cross((0,1,0), diff_CMr)
direction = mm.normalize2(mm.projectionOnPlane(dCM_tar, (1,0,0), (0,0,1)))
# direction = mm.normalize2(mm.projectionOnPlane(dCM, (1,0,0), (0,0,1)))
directionAxis = np.cross((0,1,0), direction)
diff_dCM_sag, diff_dCM_cor = mm.projectionOnVector2(diff_dCM, direction)
# rd_vec1[0] = diff_dCM_sag; rd_vecori1[0] = CM_tar
diff_dCM_sag_axis = np.cross((0,1,0), diff_dCM_sag)
diff_dCM_cor_axis = np.cross((0,1,0), diff_dCM_cor)
diff_CMr_sag, diff_CMr_cor = mm.projectionOnVector2(diff_CMr, direction)
diff_CMr_sag_axis = np.cross((0,1,0), diff_CMr_sag)
diff_CMr_cor_axis = np.cross((0,1,0), diff_CMr_cor)
t = (frame-curInterval[0])/float(curInterval[1]-curInterval[0])
t_raw = t
if t>1.: t=1.
p_root = motion_stitch[frame].getJointPositionGlobal(0)
R_root = motion_stitch[frame].getJointOrientationGlobal(0)
motion_seg_orig.goToFrame(frame)
motion_seg.goToFrame(frame)
motion_stitch.goToFrame(frame)
motion_debug1.append(motion_stitch[frame].copy())
motion_debug1.goToFrame(frame)
motion_debug2.append(motion_stitch[frame].copy())
motion_debug2.goToFrame(frame)
motion_debug3.append(motion_stitch[frame].copy())
motion_debug3.goToFrame(frame)
# paper implementation
M_tc.append(motion_stitch[prev_frame])
M_tc.goToFrame(frame)
P_hat.append(M_tc[frame].copy())
P_hat.goToFrame(frame)
p_temp = ym.JointPosture(skeleton)
p_temp.rootPos = controlModel.getJointPositionGlobal(0)
p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
P.append(p_temp)
P.goToFrame(frame)
# stance foot stabilize
motion_stf_stabilize.append(motion_stitch[frame].copy())
motion_stf_stabilize.goToFrame(frame)
if STANCE_FOOT_STABILIZE:
for stanceFoot in stanceFoots:
R_target_foot = motion_seg[frame].getJointOrientationGlobal(stanceFoot)
R_current_foot = motion_stf_stabilize[frame].getJointOrientationGlobal(stanceFoot)
motion_stf_stabilize[frame].setJointOrientationGlobal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
# R_target_foot = motion_seg[frame].getJointOrientationLocal(stanceFoot)
# R_current_foot = motion_stf_stabilize[frame].getJointOrientationLocal(stanceFoot)
# motion_stf_stabilize[frame].setJointOrientationLocal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
# match stance leg
motion_match_stl.append(motion_stf_stabilize[frame].copy())
motion_match_stl.goToFrame(frame)
if MATCH_STANCE_LEG:
if curState!=yba.GaitState.STOP:
for i in range(len(stanceLegs)):
stanceLeg = stanceLegs[i]
stanceFoot = stanceFoots[i]
# # motion stance leg -> character stance leg as time goes
R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
R_character = controlModel.getJointOrientationGlobal(stanceLeg)
motion_match_stl[frame].setJointOrientationGlobal(stanceLeg, cm.slerp(R_motion, R_character, match_stl_func(t)))
# t_y = match_stl_func_y(t)
# t_xz = match_stl_func(t)
#
# R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
# R_character = controlModel.getJointOrientationGlobal(stanceLeg)
# R = np.dot(R_character, R_motion.T)
# R_y, R_xz = mm.projectRotation((0,1,0), R)
# motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_xz, t_xz))
# motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_y, t_y))
# swing foot placement
motion_swf_placement.append(motion_match_stl[frame].copy())
motion_swf_placement.goToFrame(frame)
if SWING_FOOT_PLACEMENT:
t_swing_foot_placement = swf_placement_func(t);
if extended[0]:
R_swp_sag = prev_R_swp[0][0]
R_swp_cor = prev_R_swp[0][1]
else:
R_swp_sag = mm.I_SO3(); R_swp_cor = mm.I_SO3()
R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_dCM_cor_axis * K_swp_vel_cor * -t_swing_foot_placement))
if np.dot(direction, diff_CMr_sag) < 0:
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag * -t_swing_foot_placement))
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag * -t_swing_foot_placement))
else:
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag_faster * -t_swing_foot_placement))
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag_faster * -t_swing_foot_placement))
R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_CMr_cor_axis * K_swp_pos_cor * -t_swing_foot_placement))
for i in range(len(swingLegs)):
swingLeg = swingLegs[i]
swingFoot = swingFoots[i]
# save swing foot global orientation
# R_swf = motion_swf_placement[frame].getJointOrientationGlobal(swingFoot)
# rotate swing leg
motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_sag)
motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_cor)
# restore swing foot global orientation
# motion_swf_placement[frame].setJointOrientationGlobal(swingFoot, R_swf)
prev_R_swp[0] = (R_swp_sag, R_swp_cor)
# swing foot height
motion_swf_height.append(motion_swf_placement[frame].copy())
motion_swf_height.goToFrame(frame)
if SWING_FOOT_HEIGHT:
for swingFoot in swingFoots:
stanceFoot = stanceFoots[0]
# save foot global orientation
R_foot = motion_swf_height[frame].getJointOrientationGlobal(swingFoot)
R_stance_foot = motion_swf_height[frame].getJointOrientationGlobal(stanceFoot)
if OLD_SWING_HEIGHT:
height_tar = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
else:
height_tar = motion_swf_height[prev_frame].getJointPositionGlobal(swingFoot)[1] - groundHeight
d_height_tar = motion_swf_height.getJointVelocityGlobal(swingFoot, prev_frame)[1]
# height_tar += c_swf_mid_offset * swf_height_sine_func(t)
# motion_debug1[frame] = motion_swf_height[frame].copy()
# rotate
motion_swf_height[frame].rotateByTarget(controlModel.getJointOrientationGlobal(0))
# motion_debug2[frame] = motion_swf_height[frame].copy()
# motion_debug2[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
if OLD_SWING_HEIGHT:
height_cur = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
else:
height_cur = controlModel.getJointPositionGlobal(swingFoot)[1] - halfFootHeight - c_swf_offset
d_height_cur = controlModel.getJointVelocityGlobal(swingFoot)[1]
if OLD_SWING_HEIGHT:
offset_height = (height_tar - height_cur) * swf_height_func(t) * c5
else:
offset_height = ((height_tar - height_cur) * c5
+ (d_height_tar - d_height_cur) * c6) * swf_height_func(t)
offset_sine = c_swf_mid_offset * swf_height_sine_func(t)
# offset_sine = 0.
offset = 0.
offset += offset_height
offset += offset_sine
if offset > 0.:
newPosition = motion_swf_height[frame].getJointPositionGlobal(swingFoot)
newPosition[1] += offset
aik.ik_analytic(motion_swf_height[frame], swingFoot, newPosition)
else:
if HIGHER_OFFSET:
newPosition = motion_swf_height[frame].getJointPositionGlobal(stanceFoot)
newPosition[1] -= offset
aik.ik_analytic(motion_swf_height[frame], stanceFoot, newPosition)
# return
# motion_debug3[frame] = motion_swf_height[frame].copy()
# motion_debug3[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
motion_swf_height[frame].rotateByTarget(R_root)
# restore foot global orientation
motion_swf_height[frame].setJointOrientationGlobal(swingFoot, R_foot)
motion_swf_height[frame].setJointOrientationGlobal(stanceFoot, R_stance_foot)
if plot!=None:
plot.addDataPoint('debug1', frame, offset_height)
plot.addDataPoint('debug2', frame, height_tar - height_cur)
# plot.addDataPoint('diff', frame, diff)
# swing foot orientation
motion_swf_orientation.append(motion_swf_height[frame].copy())
motion_swf_orientation.goToFrame(frame)
if SWING_FOOT_ORIENTATION:
swf_orientation_func = yfg.concatenate([yfg.zero, yfg.hermite2nd, yfg.one], [.25, .75])
for swingFoot in swingFoots:
R_target_foot = motion_seg[curInterval[1]].getJointOrientationGlobal(swingFoot)
R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot, swf_orientation_func(t)))
# swf_stabilize_func = yfg.concatenate([yfg.hermite2nd, yfg.one], [c_taking_duration])
# push orientation
# for swingFoot in swingFoots:
# R_target_foot = motion_seg[frame].getJointOrientationGlobal(swingFoot)
# R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
# motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot , swf_stabilize_func(t)))
# stance foot push
motion_stf_push.append(motion_swf_orientation[frame].copy())
motion_stf_push.goToFrame(frame)
if STANCE_FOOT_PUSH:
for swingFoot in swingFoots:
# max_t = (maxStfPushFrame)/float(curInterval[1]-curInterval[0])
# stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [max_t*2])
stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [c_taking_duration*2])
R_swp_sag = mm.I_SO3()
# R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_stp_vel * -stf_push_func(t)))
# if step_length_cur[0] < step_length_tar[0]:
# ratio = step_length_cur[0] / step_length_tar[0]
# R_max = maxmaxStfPushFrame
# R_zero =
R_swp_sag = np.dot(R_swp_sag, mm.exp((step_length_tar[0] - step_length_cur[0])*step_axis[0] * K_stp_pos * -stf_push_func(t)))
motion_stf_push[frame].mulJointOrientationGlobal(swingFoot, R_swp_sag)
# stance foot balancing
motion_stf_balancing.append(motion_stf_push[frame].copy())
motion_stf_balancing.goToFrame(frame)
if STANCE_FOOT_BALANCING:
R_stb = mm.exp(diff_dCM_axis * K_stb_vel * stf_balancing_func(t))
R_stb = np.dot(R_stb, mm.exp(diff_CMr_axis * K_stb_pos * stf_balancing_func(t)))
for stanceFoot in stanceFoots:
if frame < 5: continue
motion_stf_balancing[frame].mulJointOrientationGlobal(stanceFoot, R_stb)
# control trajectory
motion_control.append(motion_stf_balancing[frame].copy())
motion_control.goToFrame(frame)
#=======================================================================
# tracking with inverse dynamics
#=======================================================================
th_r = motion_control.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion_control.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion_control.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)
#=======================================================================
# simulation
#=======================================================================
CP = mm.v3(0.,0.,0.)
F = mm.v3(0.,0.,0.)
avg_dCM[0] = mm.v3(0.,0.,0.)
# external force rendering info
del rd_forces[:]; del rd_force_points[:]
for fi in forceInfos:
if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
rd_forces.append(fi.force)
rd_force_points.append(controlModel.getBodyPositionGlobal(fi.targetBody) + -mm.normalize2(fi.force)*.2)
for i in range(stepsPerFrame):
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
# apply external force
for fi in forceInfos:
if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
controlModel.setDOFAccelerations(ddth_des)
controlModel.solveHybridDynamics()
# # apply external force
# for fi in forceInfos:
# if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
# controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
vpWorld.step()
# yvu.align2D(controlModel)
if len(contactForces) > 0:
CP += yrp.getCP(contactPositions, contactForces)
F += sum(contactForces)
avg_dCM[0] += controlModel.getJointVelocityGlobal(0)
# avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, upperMass, uppers)
# avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, totalMass)
# if len(stanceFoots)>0:
# avg_stf_v[0] += controlModel.getJointVelocityGlobal(stanceFoots[0])
# avg_stf_av[0] += controlModel.getJointAngVelocityGlobal(stanceFoots[0])
CP /= stepsPerFrame
F /= stepsPerFrame
avg_dCM[0] /= stepsPerFrame
# if len(stanceFoots)>0:
# avg_stf_v[0] /= stepsPerFrame
# avg_stf_av[0] /= stepsPerFrame
# rd_vec1[0] = avg_stf_av[0]; rd_vec1[0][0] = 0.; rd_vec1[0][2] = 0.
# rd_vecori1[0]= controlModel.getJointPositionGlobal(stanceFoots[0])
#=======================================================================
# segment editing
#=======================================================================
lastFrame = False
if SEGMENT_EDITING:
if curState==yba.GaitState.STOP:
if frame == len(motion_seg)-1:
lastFrame = True
elif (curState==yba.GaitState.LSWING or curState==yba.GaitState.RSWING) and t>c_min_contact_time:
swingID = lID if curState==yba.GaitState.LSWING else rID
contact = False
if swingID in bodyIDs:
minContactVel = 1000.
for i in range(len(bodyIDs)):
if bodyIDs[i]==swingID:
vel = controlModel.getBodyVelocityGlobal(swingID, contactPositionLocals[i])
vel[1] = 0
contactVel = mm.length(vel)
if contactVel < minContactVel: minContactVel = contactVel
if minContactVel < c_min_contact_vel: contact = True
extended[0] = False
if contact:
# print frame, 'foot touch'
lastFrame = True
acc_offset[0] += frame - curInterval[1]
elif frame == len(motion_seg)-1:
print frame, 'extend frame', frame+1
preserveJoints = []
# preserveJoints = [lFoot, rFoot]
# preserveJoints = [lFoot, rFoot, lKnee, rKnee]
# preserveJoints = [lFoot, rFoot, lKnee, rKnee, lUpLeg, rUpLeg]
stanceKnees = [rKnee] if curState==yba.GaitState.LSWING else [lKnee]
preserveJoints = [stanceFoots[0], stanceKnees[0], stanceLegs[0]]
diff = 3
motion_seg_orig.extend([motion_seg_orig[-1]])
motion_seg.extend(ymt.extendByIntegration_root(motion_seg, 1, diff))
motion_stitch.extend(ymt.extendByIntegration_constant(motion_stitch, 1, preserveJoints, diff))
# # extend for swing foot ground speed matching & swing foot height lower
## extendedPostures = ymt.extendByIntegration(motion_stitch, 1, preserveJoints, diff)
## extendedPostures = [motion_stitch[-1]]
##
# extendFrameNum = frame - curInterval[1] + 1
# k = 1.-extendFrameNum/5.
# if k<0.: k=0.
# extendedPostures = ymt.extendByIntegrationAttenuation(motion_stitch, 1, preserveJoints, diff, k)
#
## if len(swingFoots)>0 and np.inner(dCM_tar, dCM)>0.:
## print frame, 'speed matching'
## R_swf = motion_stitch[-1].getJointOrientationGlobal(swingFoots[0])
##
## p_swf = motion_stitch[-1].getJointPositionGlobal(swingFoots[0])
## v_swf = motion_stitch.getJointVelocityGlobal(swingFoots[0], frame-diff, frame)
## a_swf = motion_stitch.getJointAccelerationGlobal(swingFoots[0], frame-diff, frame)
## p_swf += v_swf * (frameTime) + a_swf * (frameTime)*(frameTime)
## aik.ik_analytic(extendedPostures[0], swingFoots[0], p_swf)
##
## extendedPostures[0].setJointOrientationGlobal(swingFoots[0], R_swf)
#
# motion_stitch.extend(extendedPostures)
extended[0] = True
else:
if frame == len(motion_seg)-1: lastFrame = True
if lastFrame:
if segIndex < len(segments)-1:
print '%d (%d): end of %dth seg (%s, %s)'%(frame, frame-curInterval[1],segIndex, yba.GaitState.text[curState], curInterval)
if plot!=None: plot.addDataPoint('diff', frame, (frame-curInterval[1])*.01)
if len(stanceFoots)>0 and len(swingFoots)>0:
# step_cur = controlModel.getJointPositionGlobal(swingFoots[0]) - controlModel.getJointPositionGlobal(stanceFoots[0])
# step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(swingFoots[0]) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
step_cur = controlModel.getJointPositionGlobal(0) - controlModel.getJointPositionGlobal(stanceFoots[0])
step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(0) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
step_cur = mm.projectionOnPlane(step_cur, (1,0,0), (0,0,1))
step_tar = mm.projectionOnPlane(step_tar, (1,0,0), (0,0,1))
step_cur_sag, step_cur_cor = mm.projectionOnVector2(step_cur, direction)
step_tar_sag, step_tar_cor = mm.projectionOnVector2(step_tar, direction)
step_length_tar[0] = mm.length(step_tar_sag)
if np.inner(step_tar_sag, step_cur_sag) > 0:
step_length_cur[0] = mm.length(step_cur_sag)
else:
step_length_cur[0] = -mm.length(step_cur_sag)
step_axis[0] = directionAxis
# rd_vec1[0] = step_tar_sag
# rd_vecori1[0] = motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
# rd_vec2[0] = step_cur_sag
# rd_vecori2[0] = controlModel.getJointPositionGlobal(stanceFoots[0])
seg_index[0] += 1
curSeg = segments[seg_index[0]]
stl_y_limit_num[0] = 0
stl_xz_limit_num[0] = 0
del motion_seg_orig[frame+1:]
motion_seg_orig.extend(ymb.getAttachedNextMotion(curSeg, motion_seg_orig[-1], False, False))
del motion_seg[frame+1:]
del motion_stitch[frame+1:]
transitionLength = len(curSeg)-1
# motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, False))
# motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, False))
d = motion_seg[-1] - curSeg[0]
d.rootPos[1] = 0.
motion_seg.extend(ymb.getAttachedNextMotion(curSeg, d, True, False))
d = motion_control[-1] - curSeg[0]
d.rootPos[1] = 0.
motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, d, transitionLength, stitch_func, True, False))
# motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, True))
# motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, True))
else:
motion_seg_orig.append(motion_seg_orig[-1])
motion_seg.append(motion_seg[-1])
motion_stitch.append(motion_control[-1])
# rendering
motionModel.update(motion_ori[frame])
# motionModel.update(motion_seg[frame])
rd_CP[0] = CP
rd_CMP[0] = (CMreal[0] - (F[0]/F[1])*CMreal[1], 0, CMreal[2] - (F[2]/F[1])*CMreal[1])
if plot!=None:
plot.addDataPoint('zero', frame, 0)
plot.updatePoints()
def simulateCallback(frame):
global g_initFlag
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
motionModel.update(motion[frame])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, Bsc = viewer.GetParam()
Dt = 2 * (Kt**.5)
Dk = 2 * (Kk**.5)
Dl = 2 * (Kl**.5)
Dh = 2 * (Kh**.5)
Dsc = 2 * (Ksc**.5)
if Bsc == 0.0:
viewer.doc.showRenderer('softConstraint', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('softConstraint', True)
renderer1 = viewer.doc.getRenderer('softConstraint')
renderer1.rc.setLineWidth(0.1 + Bsc * 3)
viewer.motionViewWnd.update(1, viewer.doc)
# tracking
th_r = motion.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
footCenter = footCenterL + (footCenterR - footCenterL) / 2.0
footCenter[1] = 0.
footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
#footCenter_ref[1] = 0.
foreFootCenterL = controlModel.getBodyPositionGlobal(foreSupL)
foreFootCenterR = controlModel.getBodyPositionGlobal(foreSupR)
rearFootCenterL = controlModel.getBodyPositionGlobal(rearSupL)
rearFootCenterR = controlModel.getBodyPositionGlobal(rearSupR)
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref = copy.copy(CM_ref)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
linkVelocities, dCM,
linkAngVelocities,
linkInertias)
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
linkPositions, allLinkJointMasks)
#dJsys = (Jsys - JsysPre)/(1/30.)
#JsysPre = Jsys
yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
linkPositions, allLinkJointMasks)
if g_initFlag == 0:
softConstPoint = controlModel.getBodyPositionGlobal(constBody)
softConstPoint[1] -= .3
g_initFlag = 1
yjc.computeJacobian2(JsupL, DOFs, jointPositions, jointAxeses,
[footCenterL], supLJointMasks)
#dJsupL = (JsupL - JsupPreL)/(1/30.)
#JsupPreL = JsupL
yjc.computeJacobianDerivative2(dJsupL, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[footCenterL], supLJointMasks, False)
yjc.computeJacobian2(JsupR, DOFs, jointPositions, jointAxeses,
[footCenterR], supRJointMasks)
#dJsupR = (JsupR - JsupPreR)/(1/30.)
#JsupPreR = JsupR
yjc.computeJacobianDerivative2(dJsupR, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[footCenterR], supRJointMasks, False)
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
for i in range(len(bodyIDsToCheck)):
controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0)
flagForeSupLContact = 0
flagForeSupRContact = 0
flagRearSupLContact = 0
flagRearSupLContact = 0
for i in range(len(bodyIDs)):
controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105)
index = controlModel.id2index(bodyIDs[i])
if index == foreSupL:
flagForeSupLContact = 1
yjc.computeJacobian2(JforeSupL, DOFs, jointPositions,
jointAxeses, [foreFootCenterL],
foreSupLJointMasks)
yjc.computeJacobianDerivative2(dJforeSupL, DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[foreFootCenterL],
foreSupLJointMasks, False)
elif index == foreSupR:
flagForeSupRContact = 1
yjc.computeJacobian2(JforeSupR, DOFs, jointPositions,
jointAxeses, [foreFootCenterR],
foreSupRJointMasks)
yjc.computeJacobianDerivative2(dJforeSupR, DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[foreFootCenterR],
foreSupRJointMasks, False)
elif index == rearSupL:
flagRearSupLContact = 1
yjc.computeJacobian2(JrearSupL, DOFs, jointPositions,
jointAxeses, [rearFootCenterL],
rearSupLJointMasks)
yjc.computeJacobianDerivative2(dJrearSupL, DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[rearFootCenterL],
rearSupLJointMasks, False)
elif index == rearSupR:
flagRearSupRContact = 1
yjc.computeJacobian2(JrearSupR, DOFs, jointPositions,
jointAxeses, [rearFootCenterR],
rearSupRJointMasks)
yjc.computeJacobianDerivative2(dJrearSupR, DOFs,
jointPositions, jointAxeses,
linkAngVelocities,
[rearFootCenterR],
rearSupRJointMasks, False)
#
desForeSupLAcc = [0, 0, 0]
desForeSupRAcc = [0, 0, 0]
totalNormalForce = [0, 0, 0]
for i in range(len(contactForces)):
totalNormalForce[0] += contactForces[i][0]
totalNormalForce[1] += contactForces[i][1]
totalNormalForce[2] += contactForces[i][2]
# linear momentum
CM_ref_plane = footCenter
dL_des_plane = Kl * totalMass * (CM_ref_plane -
CM_plane) - Dl * totalMass * dCM_plane
# angular momentum
CP_ref = footCenter
timeStep = 30.
if CP_old[0] == None or CP == None:
dCP = None
else:
dCP = (CP - CP_old[0]) / (1 / timeStep)
CP_old[0] = CP
if CP != None and dCP != None:
ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
(1 / timeStep)**2)
dH_des = np.cross(
(CP_des - CM),
(dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
#dH_des = np.cross((CP_des - CM_plane), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
else:
dH_des = None
CMP = yrp.getCMP(contactForces, CM)
r = [0, 0, 0]
if CP != None and np.any(np.isnan(CMP)) != True:
r = CP - CMP
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
##############################
# soft point constraint
P_des = softConstPoint
P_cur = controlModel.getBodyPositionGlobal(constBody)
dP_des = [0, 0, 0]
dP_cur = controlModel.getBodyVelocityGlobal(constBody)
ddP_des1 = Ksc * (P_des - P_cur) - Dsc * (dP_cur - dP_des)
r = P_des - P_cur
I = np.vstack(([1, 0, 0], [0, 1, 0], [0, 0, 1]))
Z = np.hstack((I, mm.getCrossMatrixForm(-r)))
yjc.computeJacobian2(Jconst, DOFs, jointPositions, jointAxeses,
[softConstPoint], constJointMasks)
JL, JA = np.vsplit(Jconst, 2)
Q1 = np.dot(Z, Jconst)
q1 = np.dot(JA, dth_flat)
q2 = np.dot(mm.getCrossMatrixForm(q1),
np.dot(mm.getCrossMatrixForm(q1), r))
yjc.computeJacobianDerivative2(dJconst, DOFs, jointPositions,
jointAxeses, linkAngVelocities,
[softConstPoint], constJointMasks,
False)
q_bias1 = np.dot(np.dot(Z, dJconst), dth_flat) + q2
##############################
flagContact = True
if dH_des == None or np.any(np.isnan(dH_des)) == True:
flagContact = False
viewer.doc.showRenderer('rd_grf_des', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('rd_grf_des', True)
viewer.motionViewWnd.update(1, viewer.doc)
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
#MOTION = FORWARD_JUMP
if mit.MOTION == mit.FORWARD_JUMP:
frame_index = [136, 100]
elif mit.MOTION == mit.TAEKWONDO:
frame_index = [130, 100]
else:
frame_index = [1000000, 1000000]
#MOTION = TAEKWONDO
#frame_index = [135, 100]
if frame > frame_index[0]:
stage = POWERFUL_BALANCING
Kk = Kk * 2
Dk = 2 * (Kk**.5)
elif frame > frame_index[1]:
stage = MOTION_TRACKING
trackingW = w
if stage == MOTION_TRACKING:
trackingW = w2
# optimization
mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)
mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1,
q_bias1)
if flagContact == True:
if stage != MOTION_TRACKING:
mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R,
r_bias)
mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
##############################
# Hard constraint
desLinearAccL = getDesFootLinearAcc(motionModel, controlModel, supL,
ModelOffset, CM_ref, CM, Kk, Dk)
desLinearAccR = getDesFootLinearAcc(motionModel, controlModel, supR,
ModelOffset, CM_ref, CM, Kk, Dk)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, supL,
Kk, Dk)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, supR,
Kk, Dk)
'''
desLinearAccL = [0,0,0]
desAngularAccL = [0,0,0]
desLinearAccR = [0,0,0]
desAngularAccR = [0,0,0]
refPos = motionModel.getBodyPositionGlobal(supL)
curPos = controlModel.getBodyPositionGlobal(supL)
refRootPos = motionModel.getBodyPositionGlobal(rootB)
curRootPos = controlModel.getBodyPositionGlobal(rootB)
refVecL = refPos - CM_ref
if stage == MOTION_TRACKING:
refPos = CM + refVecL
refPos[1] += 0.05
refPos[0] -= 0.05
elif stage == POWERFUL_BALANCING:
refPos = copy.copy(curPos)
refPos[1] = 0
else:
refPos[0] += ModelOffset[0]
rd_root[0] = curRootPos
refVel = motionModel.getBodyVelocityGlobal(supL)
rd_footCenterL[0] = copy.copy(curPos)
#rd_footCenterL[0][2] += 0.2
curVel = controlModel.getBodyVelocityGlobal(supL)
#refAcc = (0,0,0)
refAcc = motionModel.getBodyAccelerationGlobal(supL)
if stage != MOTION_TRACKING:
refPos[1] = 0
if refPos[1] < 0.0 :
refPos[1] = 0.0
rd_DesPosL[0] = refPos
desLinearAccL = yct.getDesiredAcceleration(refPos, curPos, refVel, curVel, refAcc, Kk, Dk)
refPos = motionModel.getBodyPositionGlobal(supR)
curPos = controlModel.getBodyPositionGlobal(supR)
refVecR = refPos - CM_ref
if stage == MOTION_TRACKING:
refPos = CM + refVecR
refPos[1] += 0.05
refPos[0] -= 0.05
elif stage == POWERFUL_BALANCING:
refPos = copy.copy(curPos)
refPos[1] = 0
else :
refPos[0] += ModelOffset[0]
refVel = motionModel.getBodyVelocityGlobal(supR)
curVel = controlModel.getBodyVelocityGlobal(supR)
refAcc = motionModel.getBodyAccelerationGlobal(supR)
if stage != MOTION_TRACKING:
refPos[1] = 0
if refPos[1] < 0.0 :
refPos[1] = 0.0
rd_DesPosR[0] = refPos
desLinearAccR = yct.getDesiredAcceleration(refPos, curPos, refVel, curVel, refAcc, Kk, Dk)
curAng = [controlModel.getBodyOrientationGlobal(supL)]
refAngVel = motionModel.getBodyAngVelocityGlobal(supL)
curAngVel = controlModel.getBodyAngVelocityGlobal(supL)
refAngAcc = (0,0,0)
curAngY = np.dot(curAng, np.array([0,1,0]))
refAngY = np.array([0,1,0])
if stage == DYNAMIC_BALANCING:
refAng = [motionModel.getBodyOrientationGlobal(supL)]
refAngY2 = np.dot(refAng, np.array([0,1,0]))
refAngY = refAngY2[0]
rd_footL_vec[0] = refAngY
rd_footR_vec[0] = curAngY[0]
aL = mm.logSO3(mm.getSO3FromVectors(curAngY[0], refAngY))
desAngularAccL = [Kk*aL + Dk*(refAngVel-curAngVel)]
curAng = [controlModel.getBodyOrientationGlobal(supR)]
refAngVel = motionModel.getBodyAngVelocityGlobal(supR)
curAngVel = controlModel.getBodyAngVelocityGlobal(supR)
refAngAcc = (0,0,0)
curAngY = np.dot(curAng, np.array([0,1,0]))
refAngY = np.array([0,1,0])
if stage == DYNAMIC_BALANCING:
refAng = [motionModel.getBodyOrientationGlobal(supR)]
refAngY2 = np.dot(refAng, np.array([0,1,0]))
refAngY = refAngY2[0]
aL = mm.logSO3(mm.getSO3FromVectors(curAngY[0], refAngY))
desAngularAccR = [Kk*aL + Dk*(refAngVel-curAngVel)]
a_sup_2 = [desLinearAccL[0], desLinearAccL[1], desLinearAccL[2], desAngularAccL[0][0], desAngularAccL[0][1], desAngularAccL[0][2],
desLinearAccR[0], desLinearAccR[1], desLinearAccR[2], desAngularAccR[0][0], desAngularAccR[0][1], desAngularAccR[0][2]]
'''
a_sup_2 = np.hstack((np.hstack((desLinearAccL, desAngularAccL)),
np.hstack((desLinearAccR, desAngularAccR))))
Jsup_2 = np.vstack((JsupL, JsupR))
dJsup_2 = np.vstack((dJsupL, dJsupR))
mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat,
a_sup_2)
##############################
##############################
# Additional constraint
desLinearAccL = [0, 0, 0]
desAngularAccL = [0, 0, 0]
desLinearAccR = [0, 0, 0]
desAngularAccR = [0, 0, 0]
refPos = motionModel.getBodyPositionGlobal(supL)
curPos = controlModel.getBodyPositionGlobal(supL)
refVecL = refPos - CM_ref
if stage == MOTION_TRACKING:
refPos = CM + refVecL
refPos[1] += 0.05
refPos[0] -= 0.05
elif stage == POWERFUL_BALANCING:
refPos = copy.copy(curPos)
refPos[1] = 0
else:
refPos[0] += ModelOffset[0]
refVel = motionModel.getBodyVelocityGlobal(supL)
curVel = controlModel.getBodyVelocityGlobal(supL)
#refAcc = (0,0,0)
refAcc = motionModel.getBodyAccelerationGlobal(supL)
if stage != MOTION_TRACKING:
refPos[1] = 0
if refPos[1] < 0.0:
refPos[1] = 0.0
desLinearAccL = yct.getDesiredAcceleration(refPos, curPos, refVel,
curVel, refAcc, Kk, Dk)
curAng = [controlModel.getBodyOrientationGlobal(supL)]
refAngVel = motionModel.getBodyAngVelocityGlobal(supL)
curAngVel = controlModel.getBodyAngVelocityGlobal(supL)
refAngAcc = (0, 0, 0)
curAngY = np.dot(curAng, np.array([0, 1, 0]))
refAngY = np.array([0, 1, 0])
if stage == DYNAMIC_BALANCING:
refAng = [motionModel.getBodyOrientationGlobal(supL)]
refAngY2 = np.dot(refAng, np.array([0, 1, 0]))
refAngY = refAngY2[0]
rd_footL_vec[0] = refAngY
rd_footR_vec[0] = curAngY[0]
aL = mm.logSO3(mm.getSO3FromVectors(curAngY[0], refAngY))
desAngularAccL = [Kk * aL + Dk * (refAngVel - curAngVel)]
##############################
r = problem.solve()
problem.clear()
ype.nested(r['x'], ddth_sol)
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
contactForces)
controlModel.setDOFAccelerations(ddth_sol)
if flagForeSupLContact == 1:
controlModel.setJointAngAccelerationLocal(
foreSupL, (2.1, 0, 0))
if flagForeSupRContact == 1:
controlModel.setJointAngAccelerationLocal(
foreSupR, (2.1, 0, 0))
controlModel.solveHybridDynamics()
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0
or extraForce[0][2] != 0):
forceApplyFrame += 1
vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame * wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
vpWorld.step()
# rendering
rd_footCenter[0] = footCenter
rd_CM[0] = CM.copy()
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_ref.copy()
rd_CM_ref[0] = CM_ref.copy()
rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
rd_CM_vec[0] = (CM - footCenter) * 3
#rd_CM_plane[0][1] = 0.
if CP != None and dCP != None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[0] = totalNormalForce - totalMass * mm.s2v(
wcfg.gravity) #dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
constBody) - softConstPoint
if (forceApplyFrame == 0):
applyedExtraForce[0] = [0, 0, 0]
def simulateCallback(frame):
global g_initFlag
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
global contactRendererName
motionModel.update(motion[frame])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, Bsc = viewer.GetParam()
Dt = 2*(Kt**.5)
Dk = 2*(Kk**.5)
Dl = 2*(Kl**.5)
Dh = 2*(Kh**.5)
Dsc = 2*(Ksc**.5)
if Bsc == 0.0 :
viewer.doc.showRenderer('softConstraint', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('softConstraint', True)
renderer1 = viewer.doc.getRenderer('softConstraint')
renderer1.rc.setLineWidth(0.1+Bsc*3)
viewer.motionViewWnd.update(1, viewer.doc)
# tracking
th_r = motion.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
positionFootL = [None]*footPartNum
positionFootR = [None]*footPartNum
for i in range(footPartNum):
positionFootL[i] = controlModel.getBodyPositionGlobal(indexFootL[i])
positionFootR[i] = controlModel.getBodyPositionGlobal(indexFootR[i])
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM); CM_plane[1]=0.
dCM_plane = copy.copy(dCM); dCM_plane[1]=0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref = copy.copy(CM_ref)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM, linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses, linkVelocities, dCM, linkAngVelocities, linkInertias)
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses, linkPositions, allLinkJointMasks)
yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
yjc.computeJacobian2(jFootL[0], DOFs, jointPositions, jointAxeses, [positionFootL[0]], jointMasksFootL[0])
yjc.computeJacobianDerivative2(dJFootL[0], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootL[0]], jointMasksFootL[0], False)
yjc.computeJacobian2(jFootR[0], DOFs, jointPositions, jointAxeses, [positionFootR[0]], jointMasksFootR[0])
yjc.computeJacobianDerivative2(dJFootR[0], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootR[0]], jointMasksFootR[0], False)
yjc.computeAngJacobian2(jAngFootL[0], DOFs, jointPositions, jointAxeses, [positionFootL[0]], jointMasksFootL[0])
yjc.computeAngJacobianDerivative2(dJAngFootL[0], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootL[0]], jointMasksFootL[0], False)
yjc.computeAngJacobian2(jAngFootR[0], DOFs, jointPositions, jointAxeses, [positionFootR[0]], jointMasksFootR[0])
yjc.computeAngJacobianDerivative2(dJAngFootR[0], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootR[0]], jointMasksFootR[0], False)
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
for i in range(len(bodyIDsToCheck)) :
controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0)
##########################################
for i in range(len(rd_contactPositions)):
rd_contactPositions[i] = [0,0,0]
rd_contactForces[i] = [0,0,0]
for i in range(len(contactPositions)):
rd_contactPositions[i] = np.copy(contactPositions[i])
rd_contactForces[i] = np.copy(contactForces[i])
'''
if len(contactPositions) > 0:
rd_contactPositions = np.copy(contactPositions)
rd_contactForces = np.copy(contactForces)
print("rd_contactPositions", rd_contactPositions)
print("contactPositions", contactPositions)
'''
'''
for i in range(len(contactRendererName)):
viewer.doc.removeRenderer(contactRendererName[i])
del contactRendererName[:]
for i in range(len(contactPositions)):
contactRendererName.append(str(i))
#viewer.doc.addRenderer(str(i), yr.PointsRenderer([contactPositions[i]], (0,255,0)))
viewer.doc.addRenderer(str(i), yr.ForcesRenderer([contactForces[i]], [contactPositions[i]], (0,255,0), .009, 0.009))
viewer.motionViewWnd.update(1, viewer.doc)
'''
##########################################
contactFlagFootL = [0]*footPartNum
contactFlagFootR = [0]*footPartNum
partialDOFIndex = [22, 22]
for i in range(len(bodyIDs)) :
controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105)
index = controlModel.id2index(bodyIDs[i])
for j in range(len(indexFootL)):
if index == indexFootL[j]:
contactFlagFootL[j] = 1
if j != 0:
yjc.computePartialJacobian2(jFootL[j], DOFs, jointPositions, jointAxeses, [positionFootL[j]], jointMasksFootL[j], partialDOFIndex)
yjc.computePartialJacobianDerivative2(dJFootL[j], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootL[j]], jointMasksFootL[j], False, partialDOFIndex)
break
for j in range(len(indexFootR)):
if index == indexFootR[j]:
contactFlagFootR[j] = 1
if j != 0:
yjc.computePartialJacobian2(jFootR[j], DOFs, jointPositions, jointAxeses, [positionFootR[j]], jointMasksFootR[j], partialDOFIndex)
yjc.computePartialJacobianDerivative2(dJFootR[j], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootR[j]], jointMasksFootR[j], False, partialDOFIndex)
break
for j in range(len(indexFootL)):
yjc.computeAngJacobian2(jAngFootL[j], DOFs, jointPositions, jointAxeses, [positionFootL[j]], jointMasksFootL[j])
yjc.computeAngJacobianDerivative2(dJAngFootL[j], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootL[j]], jointMasksFootL[j], False)
yjc.computeAngJacobian2(jAngFootR[j], DOFs, jointPositions, jointAxeses, [positionFootR[j]], jointMasksFootR[j])
yjc.computeAngJacobianDerivative2(dJAngFootR[j], DOFs, jointPositions, jointAxeses, linkAngVelocities, [positionFootR[j]], jointMasksFootR[j], False)
'''
if footPartNum == 1:
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
else:
if ((contactFlagFootL[3] == 1 or contactFlagFootL[4] == 1) and contactFlagFootL[0] == 0) or ((contactFlagFootR[3] == 1 or contactFlagFootR[4] == 1) and contactFlagFootR[0] == 0):
r = 0.8
footCenterL = (controlModel.getBodyPositionGlobal(supL)*r + controlModel.getBodyPositionGlobal(indexFootL[1])*(1.0-r))
footCenterR = (controlModel.getBodyPositionGlobal(supR)*r + controlModel.getBodyPositionGlobal(indexFootR[1])*(1.0-r))
#footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])
#footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
else :
#footCenterL = (controlModel.getBodyPositionGlobal(supL) + controlModel.getBodyPositionGlobal(indexFootL[1]))/2.0
#footCenterR = (controlModel.getBodyPositionGlobal(supR) + controlModel.getBodyPositionGlobal(indexFootR[1]))/2.0
#footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])
#footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
r = 0.8
footCenterL = (controlModel.getBodyPositionGlobal(indexFootL[1])*r + controlModel.getBodyPositionGlobal(indexFootL[3])*(1.0-r))
footCenterR = (controlModel.getBodyPositionGlobal(indexFootR[1])*r + controlModel.getBodyPositionGlobal(indexFootR[3])*(1.0-r))
'''
'''
if stage == POWERFUL_BALANCING:
footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])
footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
else:
footCenterL = (controlModel.getBodyPositionGlobal(indexFootL[1]) + controlModel.getBodyPositionGlobal(indexFootL[3]) )/2.0
footCenterR = (controlModel.getBodyPositionGlobal(indexFootR[1]) + controlModel.getBodyPositionGlobal(indexFootR[3]))/2.0
'''
'''
p1 = controlModel.getBodyPositionGlobal(indexFootL[0])
p2 = controlModel.getBodyPositionGlobal(indexFootR[0])
p3 = controlModel.getBodyPositionGlobal(indexFootL[3])
p4 = controlModel.getBodyPositionGlobal(indexFootR[3])
print(frame, "supL", p1[1])
print(frame, "supR", p2[1])
print(frame, "calcL", p3[1])
print(frame, "calcR", p4[1])
'''
#footCenter = footCenterL + (footCenterR - footCenterL)/2.0
#footCenter[1] = 0.
#
'''
if checkAll(contactFlagFootL, 0) == 1 and checkAll(contactFlagFootR, 0) == 1:
footCenter = footCenter
elif checkAll(contactFlagFootL, 0) == 1 :
footCenter = footCenterR
elif checkAll(contactFlagFootR, 0) == 1 :
footCenter = footCenterL
'''
if footPartNum == 1:
desFCL = (controlModel.getBodyPositionGlobal(supL))
desFCR = (controlModel.getBodyPositionGlobal(supR))
else :
r = .4
desFCL = (controlModel.getBodyPositionGlobal(indexFootL[1])*r + controlModel.getBodyPositionGlobal(indexFootL[3])*(1.0-r))#controlModel.getBodyPositionGlobal(indexFootL[1])
desFCR = (controlModel.getBodyPositionGlobal(indexFootR[1])*r + controlModel.getBodyPositionGlobal(indexFootR[3])*(1.0-r))#controlModel.getBodyPositionGlobal(indexFootR[1])
desFC = desFCL + (desFCR - desFCL)/2.0
if checkAll(contactFlagFootL, 0) == 1 and checkAll(contactFlagFootR, 0) == 1:
desFC = desFC
elif checkAll(contactFlagFootL, 0) == 1 :
desFC = desFCR
elif checkAll(contactFlagFootR, 0) == 1 :
desFC = desFCL
#if stage == MOTION_TRACKING:
# desFC = desFCL
desFC[1] = 0
rd_footCenter_des[0] = desFC.copy()
curRelCMVec = CM_plane - desFC
vecRatio = mm.length(curRelCMVec)*0.
#print(frame, vecRatio)
footCenter = desFC - curRelCMVec*(vecRatio)#/10.0
footCenter_ref = refFootL + (refFootR - refFootL)/2.0
#footCenter_ref[1] = 0.
footCenter[1] = 0.
vecRatio = mm.length(curRelCMVec)*0.
softConstPointOffset = -curRelCMVec*(vecRatio)#/10.0
#print(frame, vecRatio, softConstPointOffset)
desForeSupLAcc = [0,0,0]
desForeSupRAcc = [0,0,0]
totalNormalForce = [0,0,0]
for i in range(len(contactForces)):
totalNormalForce[0] += contactForces[i][0]
totalNormalForce[1] += contactForces[i][1]
totalNormalForce[2] += contactForces[i][2]
#print((totalMass*mm.s2v(wcfg.gravity))[1])
print("totalNormalForce=", totalNormalForce[1])
print("F_Diff=", (totalMass*mm.s2v(wcfg.gravity))[1]+totalNormalForce[1])
# linear momentum
CM_ref_plane = footCenter
dL_des_plane = Kl*totalMass*(CM_ref_plane - CM_plane) - Dl*totalMass*dCM_plane
print("CM_Diff=",mm.length(CM_ref_plane - CM_plane))
# angular momentum
CP_ref = footCenter
timeStep = 30.
if CP_old[0]==None or CP==None:
dCP = None
else:
dCP = (CP - CP_old[0])/(1/timeStep)
CP_old[0] = CP
if CP!=None and dCP!=None:
ddCP_des = Kh*(CP_ref - CP) - Dh*(dCP)
CP_des = CP + dCP*(1/timeStep) + .5*ddCP_des*((1/timeStep)**2)
#dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
dH_des = np.cross((CP_des - CM_plane), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
print("CP_Diff=",mm.length(CP_des - CP))
else:
dH_des = None
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
##############################
# soft point constraint
#####################################################
P_cur = controlModel.getBodyPositionGlobal(constBody)
constBodyVec = P_cur - footCenter
softConstPoint = [footCenter[0]+softConstPointOffset[0], mm.length(constBodyVec), footCenter[2]+softConstPointOffset[2]]
#####################################################
P_des = softConstPoint
#P_cur = controlModel.getBodyPositionGlobal(constBody)
dP_des = [0, 0, 0]
dP_cur = controlModel.getBodyVelocityGlobal(constBody)
ddP_des1 = Ksc*(-(P_des - P_cur)) - Dsc*(-(dP_cur - dP_des))
r = -(P_des - P_cur)
I = np.vstack(([1,0,0],[0,1,0],[0,0,1]))
Z = np.hstack((I, mm.getCrossMatrixForm(-r)))
yjc.computeJacobian2(Jconst, DOFs, jointPositions, jointAxeses, [P_cur], constJointMasks)
JL, JA = np.vsplit(Jconst, 2)
Q1 = np.dot(Z, Jconst)
q1 = np.dot(JA, dth_flat)
q2 = np.dot(mm.getCrossMatrixForm(q1), np.dot(mm.getCrossMatrixForm(q1), r))
yjc.computeJacobianDerivative2(dJconst, DOFs, jointPositions, jointAxeses, linkAngVelocities, [P_cur], constJointMasks, False)
q_bias1 = np.dot(np.dot(Z, dJconst), dth_flat) + q2
##############################
flagContact = True
if dH_des==None or np.any(np.isnan(dH_des)) == True:
flagContact = False
viewer.doc.showRenderer('rd_grf_des', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('rd_grf_des', True)
viewer.motionViewWnd.update(1, viewer.doc)
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
#MOTION = FORWARD_JUMP
if mit.MOTION == mit.FORWARD_JUMP :
frame_index = [136, 100]
#frame_index = [100000, 100000]
elif mit.MOTION == mit.TAEKWONDO:
frame_index = [130, 100]
#frame_index = [100000, 100000]
elif mit.MOTION == mit.TAEKWONDO2:
frame_index = [130+40, 100]
elif mit.MOTION == mit.WALK:
frame_index = [10000, 60]
else :
frame_index = [1000000, 1000000]
#MOTION = TAEKWONDO
#frame_index = [135, 100]
'''
if frame > 300 :
if stage != DYNAMIC_BALANCING:
print("#", frame,"-DYNAMIC_BALANCING")
stage = DYNAMIC_BALANCING
Kk = Kk*1
Dk = 2*(Kk**.5)
'''
if frame > frame_index[0] :
if stage != POWERFUL_BALANCING:
print("#", frame,"-POWERFUL_BALANCING")
stage = POWERFUL_BALANCING
Kk = Kk*2
Dk = 2*(Kk**.5)
elif frame > frame_index[1]:
if stage != MOTION_TRACKING:
print("#", frame,"-MOTION_TRACKING")
stage = MOTION_TRACKING
trackingW = w
#if checkAll(contactFlagFootR, 0) != 1 :
if stage == MOTION_TRACKING:
trackingW = w2
#stage = POWERFUL_BALANCING
Bt = Bt*2
# optimization
mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)
mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1, q_bias1)
if flagContact == True:
if stage != MOTION_TRACKING+10:
mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R, r_bias)
mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
a_sup_2 = [None]
Jsup_2 = [None]
dJsup_2 = [None]
##############################
# Hard constraint
if stage != MOTION_TRACKING:
Kk2 = Kk * 2.0
else :
Kk2 = Kk * 1.5
Dk2 = 2*(Kk2**.5)
'''
desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, supL, ModelOffset, CM_ref, CM, Kk2, Dk2)
desLinearAccR, desPosR = getDesFootLinearAcc(motionModel, controlModel, supR, ModelOffset, CM_ref, CM, Kk2, Dk2)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, supL, Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, supR, Kk2, Dk2)
'''
if stage != MOTION_TRACKING:
idx = 0 #LEFT/RIGHT_TOES
if stage != MOTION_TRACKING:
desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[idx], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.14)#0.076)
desLinearAccR, desPosR = getDesFootLinearAcc(motionModel, controlModel, indexFootR[idx], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.14)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2, [0,0,-1], [0,1,1.5])
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[idx], Kk2, Dk2, [0,0,-1], [0,1,1.5])
a_sup_2 = np.hstack(( np.hstack((desLinearAccL, desAngularAccL)), np.hstack((desLinearAccR, desAngularAccR)) ))
Jsup_2 = np.vstack((jFootL[idx], jFootR[idx]))
dJsup_2 = np.vstack((dJFootL[idx], dJFootR[idx]))
else:
desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[idx], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.040)
desLinearAccR, desPosR = getDesFootLinearAcc(motionModel, controlModel, indexFootR[idx], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.040)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
a_sup_2 = np.hstack((desLinearAccL, desAngularAccL))
Jsup_2 = jFootL[idx]
dJsup_2 = dJFootL[idx]
rd_DesPosL[0] = desPosL.copy()
rd_DesPosR[0] = desPosR.copy()
else:
if footPartNum != 5:
idx = 0
desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[idx], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.045)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
a_sup_2 = np.hstack(( desLinearAccL, desAngularAccL))
Jsup_2 = (jFootL[idx])
dJsup_2 = (dJFootL[idx])
'''
idx = 4
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, desAngularAccL))
Jsup_2 = np.vstack(( Jsup_2, jAngFootL[idx]))
dJsup_2 = np.vstack(( dJsup_2, dJAngFootL[idx]))
'''
'''
idx = 1
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, desAngularAccL))
Jsup_2 = np.vstack(( Jsup_2, jAngFootL[idx]))
dJsup_2 = np.vstack(( dJsup_2, dJAngFootL[idx]))
'''
else:
idx = 0
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[idx], Kk2, Dk2)
a_sup_2 = np.hstack(( desAngularAccL, desAngularAccR ))
Jsup_2 = np.vstack((jAngFootL[idx], jAngFootR[idx]))
dJsup_2 = np.vstack((dJAngFootL[idx], dJAngFootR[idx]))
##############################
##############################
# Additional constraint
if stage != MOTION_TRACKING+10:
#Kk2 = Kk * 2.5
Kk2 = Kk * 2.5
Dk2 = 2*(Kk2**.5)
desForePosL = [0,0,0]
desForePosR = [0,0,0]
desRearPosL = [0,0,0]
desRearPosR = [0,0,0]
for i in range(1, footPartNum) :
if stage != MOTION_TRACKING:
axis = [0,1,0]
desAng = [0,1,0]
desY = 0.04
if i == 1 or i == 2:
desAng = [0,1,1.2]
desY = 0.076
if contactFlagFootL[i] == 1:
desLinearAccL, desForePosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[i], ModelOffset, CM_ref, CM, Kk2, Dk2, desY)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[i], Kk2, Dk2, axis, desAng)
a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccL, desAngularAccL)) ))
Jsup_2 = np.vstack(( Jsup_2, jFootL[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJFootL[i] ))
if contactFlagFootR[i] == 1:
desLinearAccR, desForePosR = getDesFootLinearAcc(motionModel, controlModel, indexFootR[i], ModelOffset, CM_ref, CM, Kk2, Dk2, desY)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[i], Kk2, Dk2, axis, desAng)
a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccR, desAngularAccR)) ))
Jsup_2 = np.vstack(( Jsup_2, jFootR[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJFootR[i] ))
else:
if contactFlagFootL[i] == 1:
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[i], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, desAngularAccL ))
Jsup_2 = np.vstack(( Jsup_2, jAngFootL[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJAngFootL[i] ))
if contactFlagFootR[i] == 1:
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[i], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, desAngularAccR ))
Jsup_2 = np.vstack(( Jsup_2, jAngFootR[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJAngFootR[i] ))
'''
for i in range(1, footPartNum) :
if contactFlagFootL[i] == 1:
desLinearAccL, desForePosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[i], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.034)
desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[i], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccL, desAngularAccL)) ))
Jsup_2 = np.vstack(( Jsup_2, jFootL[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJFootL[i] ))
if contactFlagFootR[i] == 1:
desLinearAccR, desForePosR = getDesFootLinearAcc(motionModel, controlModel, indexFootR[i], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.034)
desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[i], Kk2, Dk2)
a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccR, desAngularAccR)) ))
Jsup_2 = np.vstack(( Jsup_2, jFootR[i] ))
dJsup_2 = np.vstack(( dJsup_2, dJFootR[i] ))
'''
rd_DesForePosL[0] = desForePosL
rd_DesForePosR[0] = desForePosR
rd_DesRearPosL[0] = desRearPosL
rd_DesRearPosR[0] = desRearPosR
##############################
mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
r = problem.solve()
problem.clear()
ype.nested(r['x'], ddth_sol)
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
rd_Joint[0] = controlModel.getJointPositionGlobal(motion[0].skeleton.getJointIndex('LeftMetatarsal_1'))
rd_Joint2[0] = controlModel.getJointPositionGlobal(motion[0].skeleton.getJointIndex('LeftMetatarsal_3'))
rd_Joint3[0] = controlModel.getJointPositionGlobal(motion[0].skeleton.getJointIndex('LeftPhalange_1'))
rd_Joint4[0] = controlModel.getJointPositionGlobal(motion[0].skeleton.getJointIndex('LeftPhalange_3'))
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0 or extraForce[0][2] != 0) :
forceApplyFrame += 1
#vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame*wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
controlModel.setDOFAccelerations(ddth_sol)
controlModel.solveHybridDynamics()
'''
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0 or extraForce[0][2] != 0) :
forceApplyFrame += 1
vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame*wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
'''
vpWorld.step()
# rendering
rd_footCenter[0] = footCenter
rd_CM[0] = CM.copy()
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_ref.copy()
rd_CM_ref[0] = CM_ref.copy()
rd_CM_ref_vec[0] = (CM_ref - footCenter_ref)*3.
rd_CM_vec[0] = (CM - footCenter)*3
#rd_CM_plane[0][1] = 0.
if CP!=None and dCP!=None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[0] = totalNormalForce# - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(constBody)-softConstPoint
#indexL = motion[0].skeleton.getJointIndex('Hips')
#indexR = motion[0].skeleton.getJointIndex('Spine1')
indexL = indexFootL[0]
indexR = indexFootR[0]
curAng = [controlModel.getBodyOrientationGlobal(indexL)]
curAngY = np.dot(curAng, np.array([0,0,1]))
rd_footL_vec[0] = np.copy(curAngY[0])
rd_footCenterL[0] = controlModel.getBodyPositionGlobal(indexL)
curAng = [controlModel.getBodyOrientationGlobal(indexR)]
curAngY = np.dot(curAng, np.array([0,0,1]))
rd_footR_vec[0] = np.copy(curAngY[0])
rd_footCenterR[0] = controlModel.getBodyPositionGlobal(indexR)
if (forceApplyFrame == 0) :
applyedExtraForce[0] = [0, 0, 0]
def simulateCallback(frame):
global g_initFlag
global preFootCenterL, preFootCenterR
global preFootOrientationL, preFootOrientationR
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
motionModel.update(motion[frame])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, Bsc = viewer.GetParam()
if stage == 3:
Bsc = 0
#Kl *= 1.5
Dt = 2*(Kt**.5)
Dk = 2*(Kk**.5)
Dl = 2*(Kl**.5)
Dh = 2*(Kh**.5)
Dsc = 2*(Ksc**.5)
if Bsc == 0.0 :
viewer.doc.showRenderer('softConstraint', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('softConstraint', True)
renderer1 = viewer.doc.getRenderer('softConstraint')
renderer1.rc.setLineWidth(0.1+Bsc*3)
viewer.motionViewWnd.update(1, viewer.doc)
# tracking
th_r = motion.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
footCenterL = controlModel.getBodyPositionGlobal(supL)
footCenterR = controlModel.getBodyPositionGlobal(supR)
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
footCenter = footCenterL + (footCenterR - footCenterL)/2.0
footCenter[1] = 0.
footCenter_ref = refFootL + (refFootR - refFootL)/2.0
footCenter_ref[1] = 0.
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM); CM_plane[1]=0.
dCM_plane = copy.copy(dCM); dCM_plane[1]=0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
CM_plane_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM, linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses, linkVelocities, dCM, linkAngVelocities, linkInertias)
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses, linkPositions, allLinkJointMasks)
dJsys = (Jsys - JsysPre)/(1/30.)
JsysPre = Jsys
#yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
if g_initFlag == 0:
preFootCenterL = footCenterL
preFootCenterR = footCenterR
preFootCenterL[1] -= 0.02
preFootCenterR[1] -= 0.02
preFootOrientationL = controlModel.getBodyOrientationGlobal(supL)
preFootOrientationR = controlModel.getBodyOrientationGlobal(supR)
softConstPoint = controlModel.getBodyPositionGlobal(constBody)
#softConstPoint[2] += 0.3
#softConstPoint[1] -= 1.1
#softConstPoint[0] += 0.1
softConstPoint[1] -= .3
#softConstPoint[0] -= .1
#softConstPoint[1] -= 1.
#softConstPoint[0] -= .5
g_initFlag = 1
yjc.computeJacobian2(JsupL, DOFs, jointPositions, jointAxeses, [footCenterL], supLJointMasks)
dJsupL = (JsupL - JsupPreL)/(1/30.)
JsupPreL = JsupL
#yjc.computeJacobianDerivative2(dJsupL, DOFs, jointPositions, jointAxeses, linkAngVelocities, [footCenterL], supLJointMasks, False)
yjc.computeJacobian2(JsupR, DOFs, jointPositions, jointAxeses, [footCenterR], supRJointMasks)
dJsupR = (JsupR - JsupPreR)/(1/30.)
JsupPreR = JsupR
#yjc.computeJacobianDerivative2(dJsupR, DOFs, jointPositions, jointAxeses, linkAngVelocities, [footCenterR], supRJointMasks, False)
preFootCenter = preFootCenterL + (preFootCenterR - preFootCenterL)/2.0
preFootCenter[1] = 0
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
# linear momentum
CM_ref_plane = footCenter
#CM_ref_plane = preFootCenter
dL_des_plane = Kl*totalMass*(CM_ref_plane - CM_plane) - Dl*totalMass*dCM_plane
#print("dL_des_plane ", dL_des_plane )
#dL_des_plane[1] = 0.
# angular momentum
CP_ref = footCenter
timeStep = 30.
if CP_old[0]==None or CP==None:
dCP = None
else:
dCP = (CP - CP_old[0])/(1/timeStep)
CP_old[0] = CP
if CP!=None and dCP!=None:
ddCP_des = Kh*(CP_ref - CP) - Dh*(dCP)
CP_des = CP + dCP*(1/timeStep) + .5*ddCP_des*((1/timeStep)**2)
dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
#dH_des = np.cross((CP_des - CM_plane), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
#dH_des = [0, 0, 0]
else:
dH_des = None
CMP = yrp.getCMP(contactForces, CM)
r = [0,0,0]
if CP!= None and np.any(np.isnan(CMP))!=True :
r = CP - CMP
#print("r.l", mm.length(r))
#Bba = Bh*(mm.length(r))
Bba = Bh
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
##############################
# soft point constraint
'''
cmDiff = footCenter - CM_plane
print("cmDiff", cmDiff)
if stage == 3:
softConstPoint +=
'''
P_des = softConstPoint
P_cur = controlModel.getBodyPositionGlobal(constBody)
dP_des = [0, 0, 0]
dP_cur = controlModel.getBodyVelocityGlobal(constBody)
ddP_des1 = Ksc*(P_des - P_cur) - Dsc*(dP_cur - dP_des)
r = P_des - P_cur
I = np.vstack(([1,0,0],[0,1,0],[0,0,1]))
Z = np.hstack((I, mm.getCrossMatrixForm(-r)))
yjc.computeJacobian2(Jconst, DOFs, jointPositions, jointAxeses, [softConstPoint], constJointMasks)
JL, JA = np.vsplit(Jconst, 2)
Q1 = np.dot(Z, Jconst)
q1 = np.dot(JA, dth_flat)
q2 = np.dot(mm.getCrossMatrixForm(q1), np.dot(mm.getCrossMatrixForm(q1), r))
yjc.computeJacobianDerivative2(dJconst, DOFs, jointPositions, jointAxeses, linkAngVelocities, [softConstPoint], constJointMasks, False)
q_bias1 = np.dot(np.dot(Z, dJconst), dth_flat) + q2
'''
P_des = preFootCenterR
P_cur = controlModel.getBodyPositionGlobal(supR)
P_cur[1] = 0
dP_des = [0, 0, 0]
dP_cur = controlModel.getBodyVelocityGlobal(supR)
ddP_des2 = Kp*(P_des - P_cur) - Dp*(dP_cur - dP_des)
r = P_des - P_cur
#print("r2", r)
I = np.vstack(([1,0,0],[0,1,0],[0,0,1]))
Z = np.hstack((I, mm.getCrossMatrixForm(-r)))
JL, JA = np.vsplit(JsupR, 2)
Q2 = np.dot(Z, JsupR)
q1 = np.dot(JA, dth_flat)
q2 = np.dot(mm.getCrossMatrixForm(q1), np.dot(mm.getCrossMatrixForm(q1), r))
q_bias2 = np.dot(np.dot(Z, dJsupR), dth_flat) + q2
'''
#print("Q1", Q1)
'''
print("ddP_des1", ddP_des1)
q_ddth1 = np.dot(Q1, ddth_c_flat)
print("q_ddth1", q_ddth1)
print("q_bias1", q_bias1)
ddp1 = q_ddth1+q_bias1
print("ddp1", ddp1)
print("diff1", ddP_des1-ddp1)
'''
'''
print("ddP_des2", ddP_des2)
q_ddth2 = np.dot(Q2, ddth_c_flat)
print("q_ddth2", q_ddth2)
print("q_bias2", q_bias2)
ddp2 = q_ddth2+q_bias2
print("ddp2", ddp2)
print("diff2", ddP_des2-ddp2)
'''
##############################
############################
# IK
'''
P_des = preFootCenterL
P_cur = controlModel.getJointPositionGlobal(supL)
r = P_des - P_cur
Q_des = preFootOrientationL
Q_cur = controlModel.getJointOrientationGlobal(supL)
rv = mm.logSO3(np.dot(Q_cur.transpose(), Q_des))
#print("rv", rv)
des_v_sup = (r[0],r[1],r[2], rv[0], rv[1], rv[2])
A_large = np.dot(JsupL.T, JsupL)
b_large = np.dot(JsupL.T, des_v_sup)
des_d_th = npl.lstsq(A_large, b_large)
ype.nested(des_d_th[0], d_th_IK_L)
P_des2 = preFootCenterR
P_cur2 = controlModel.getJointPositionGlobal(supR)
r2 = P_des2 - P_cur2
Q_des2 = preFootOrientationR
Q_cur2 = controlModel.getJointOrientationGlobal(supR)
rv2 = mm.logSO3(np.dot(Q_cur2.transpose(), Q_des2))
#print("Q_des2", Q_des2)
#print("Q_cur2", Q_cur2)
#print("rv2", rv2)
des_v_sup2 = (r2[0],r2[1],r2[2], rv2[0], rv2[1], rv[2])
A_large = np.dot(JsupR.T, JsupR)
b_large = np.dot(JsupR.T, des_v_sup2)
des_d_th = npl.lstsq(A_large, b_large)
ype.nested(des_d_th[0], d_th_IK_R)
for i in range(len(d_th_IK_L)):
for j in range(len(d_th_IK_L[i])):
d_th_IK[i][j] = d_th_IK_L[i][j] + d_th_IK_R[i][j]
th_IK = yct.getIntegralDOF(th, d_th_IK, 1/timeStep)
dd_th_IK = yct.getDesiredDOFAccelerations(th_IK, th, d_th_IK, dth, ddth_r, Kk, Dk)
ype.flatten(d_th_IK, d_th_IK_flat)
ype.flatten(dd_th_IK, dd_th_IK_flat)
'''
############################
flagContact = True
if dH_des==None or np.any(np.isnan(dH_des)) == True:
flagContact = False
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
if flagContact == False :
if stage == 1:
stage = 2
print("fly")
else:
if stage == 0:
stage = 1
print("contact")
elif stage == 2:
stage = 3
print("landing")
if stage == 3:
Bt = Bt*0.8
Bl = Bl*1
# optimization
mot.addTrackingTerms(problem, totalDOF, Bt, w, ddth_des_flat)
#mot.addTrackingTerms(problem, totalDOF, Bk, w_IK, dd_th_IK_flat)
mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1, q_bias1)
#mot.addSoftPointConstraintTerms(problem, totalDOF, Bp, ddP_des2, Q2, q_bias2)
#mot.addConstraint(problem, totalDOF, JsupL, dJsupL, dth_flat, a_sup)
#mot.addConstraint(problem, totalDOF, JsupR, dJsupR, dth_flat, a_sup2)
desLinearAccL = [0,0,0]
desAngularAccL = [0,0,0]
desLinearAccR = [0,0,0]
desAngularAccR = [0,0,0]
refPos = motionModel.getBodyPositionGlobal(supL)
refPos[0] += ModelOffset[0]
refPos[1] = 0
refVel = motionModel.getBodyVelocityGlobal(supL)
curPos = controlModel.getBodyPositionGlobal(supL)
#curPos[1] = 0
curVel = controlModel.getBodyVelocityGlobal(supL)
refAcc = (0,0,0)
if stage == 3:
refPos = curPos
refPos[1] = 0
if curPos[1] < 0.0:
curPos[1] = 0
else :
curPos[1] = 0
rd_DesPosL[0] = refPos
#(p_r, p, v_r, v, a_r, Kt, Dt)
desLinearAccL = yct.getDesiredAcceleration(refPos, curPos, refVel, curVel, refAcc, Kk, Dk)
#desLinearAccL[1] = 0
refPos = motionModel.getBodyPositionGlobal(supR)
refPos[0] += ModelOffset[0]
refPos[1] = 0
refVel = motionModel.getBodyVelocityGlobal(supR)
curPos = controlModel.getBodyPositionGlobal(supR)
#curPos[1] = 0
curVel = controlModel.getBodyVelocityGlobal(supR)
if stage == 3:
refPos = curPos
refPos[1] = 0
if curPos[1] < 0.0:
curPos[1] = 0
else :
curPos[1] = 0
rd_DesPosR[0] = refPos
desLinearAccR = yct.getDesiredAcceleration(refPos, curPos, refVel, curVel, refAcc, Kk, Dk)
#desLinearAccR[1] = 0
#(th_r, th, dth_r, dth, ddth_r, Kt, Dt)
refAng = [preFootOrientationL]
curAng = [controlModel.getBodyOrientationGlobal(supL)]
refAngVel = motionModel.getBodyAngVelocityGlobal(supL)
curAngVel = controlModel.getBodyAngVelocityGlobal(supL)
refAngAcc = (0,0,0)
#desAngularAccL = yct.getDesiredAngAccelerations(refAng, curAng, refAngVel, curAngVel, refAngAcc, Kk, Dk)
curAngY = np.dot(curAng, np.array([0,1,0]))
aL = mm.logSO3(mm.getSO3FromVectors(curAngY[0], np.array([0,1,0])))
print("curAngYL=",curAngY, "aL=", aL)
desAngularAccL = [Kk*aL + Dk*(refAngVel-curAngVel)]
refAng = [preFootOrientationR]
curAng = [controlModel.getBodyOrientationGlobal(supR)]
refAngVel = motionModel.getBodyAngVelocityGlobal(supR)
curAngVel = controlModel.getBodyAngVelocityGlobal(supR)
refAngAcc = (0,0,0)
#desAngularAccR = yct.getDesiredAngAccelerations(refAng, curAng, refAngVel, curAngVel, refAngAcc, Kk, Dk)
curAngY = np.dot(curAng, np.array([0,1,0]))
aL = mm.logSO3(mm.getSO3FromVectors(curAngY[0], np.array([0,1,0])))
desAngularAccR = [Kk*aL + Dk*(refAngVel-curAngVel)]
print("curAngYR=",curAngY, "aL=", aL)
a_sup_2 = [desLinearAccL[0], desLinearAccL[1], desLinearAccL[2], desAngularAccL[0][0], desAngularAccL[0][1], desAngularAccL[0][2],
desLinearAccR[0], desLinearAccR[1], desLinearAccR[2], desAngularAccR[0][0], desAngularAccR[0][1], desAngularAccR[0][2]]
if stage == 2 :#or stage == 3:
refAccL = motionModel.getBodyAccelerationGlobal(supL)
refAndAccL = motionModel.getBodyAngAccelerationGlobal(supL)
refAccR = motionModel.getBodyAccelerationGlobal(supR)
refAndAccR = motionModel.getBodyAngAccelerationGlobal(supR)
a_sup_2 = [refAccL[0], refAccL[1], refAccL[2], refAndAccL[0], refAndAccL[1], refAndAccL[2],
refAccR[0], refAccR[1], refAccR[2], refAndAccR[0], refAndAccR[1], refAndAccR[2]]
'''
a_sup_2 = [0,0,0, desAngularAccL[0][0], desAngularAccL[0][1], desAngularAccL[0][2],
0,0,0, desAngularAccR[0][0], desAngularAccR[0][1], desAngularAccR[0][2]]
'''
Jsup_2 = np.vstack((JsupL, JsupR))
dJsup_2 = np.vstack((dJsupL, dJsupR))
if flagContact == True:
mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R, r_bias)
mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
#mot.setConstraint(problem, totalDOF, JsupR, dJsupR, dth_flat, a_sup2)
#mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
#mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, d_th_IK_flat, a_sup_2)
'''
jZ = np.dot(dJsup_2.T, dJsup_2)
lamda = 0.001
for i in range(len(jZ)):
for j in range(len(jZ[0])):
if i == j :
jZ[i][j] += lamda
jZInv = npl.pinv(jZ)
jA = np.dot(Jsup_2, np.dot(jZInv, np.dot(dJsup_2.T, -Jsup_2)))
mot.addConstraint2(problem, totalDOF, jA, a_sup_2)
'''
r = problem.solve()
problem.clear()
ype.nested(r['x'], ddth_sol)
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
controlModel.setDOFAccelerations(ddth_sol)
controlModel.solveHybridDynamics()
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0 or extraForce[0][2] != 0) :
forceApplyFrame += 1
vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame*wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
vpWorld.step()
# rendering
rd_footCenter[0] = footCenter
rd_footCenterL[0] = preFootCenterL
rd_footCenterR[0] = preFootCenterR
rd_CM[0] = CM
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_plane_ref.copy()
#rd_CM_plane[0][1] = 0.
if CP!=None and dCP!=None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[0] = dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
#print("rd_exf_des", rd_exf_des[0])
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(constBody)-softConstPoint
#if (applyedExtraForce[0][0] != 0 or applyedExtraForce[0][1] != 0 or applyedExtraForce[0][2] != 0) :
if (forceApplyFrame == 0) :
applyedExtraForce[0] = [0, 0, 0]
def simulateCallback(frame):
for i in range(stepsPerFrame):
vpWorld.step()
#===============================================================================
# momentum calculation by standard method
#===============================================================================
velocities = m1.getBodyVelocitiesGlobal()
positions = m1.getBodyPositionsGlobal()
CM = yrp.getCM(positions, masses, totalMass)
inertias = m1.getBodyInertiasGlobal()
angVelocities = m1.getBodyAngVelocitiesGlobal()
L_std = getLinearMomentum(masses, velocities)
H_std = getAngularMomentum(CM, inertias, angVelocities, positions,
masses, velocities)
#===============================================================================
# momentum calculation by centroidal momentum matrix
#===============================================================================
P = getPureInertiaMatrix(TO, masses, positions, CM, inertias)
# momentum matrix for internal joints and addition of total momentum about CM
# jointPositions_internal = m1.getInternalJointPositionsGlobal()
#
# Rs = m1.getInternalJointOrientationsGlobal()
# jointAxeses_internal = [Rs[i].transpose() for i in range(0,len(Rs))]
#
# yjc.computeJacobian2(J_internal, DOFs_internal, jointPositions_internal, jointAxeses_internal, positions, linkJointMasks_internal)
#
# dth = m1.getInternalJointAngVelocitiesLocal()
# ype.flatten(dth, dth_flat_internal)
#
# PJ_internal = np.dot(P, J_internal)
# LH_internal = np.dot(PJ_internal, dth_flat_internal)
# L2_jacob_internal, H2_jacob_internal = np.hsplit(LH_internal, 2)
#
# p_root = m1.getBodyPositionGlobal(0)
# v_root = m1.getBodyVelocityGlobal(0)
# w_root = m1.getBodyAngVelocityGlobal(0)
#
# L_jacob_internal = mm.v3(0.,0.,0.)
# L_jacob_internal += (totalMass * v_root)
# L_jacob_internal += (-totalMass * np.cross( (CM - p_root), w_root))
#
L_jacob_internal = None
H_jacob_internal = None
# momentum matrix for all joints
jointPositions_all = m1.getJointPositionsGlobal()
jointAxeses_all = m1.getDOFAxeses()
yjc.computeJacobian2(J_all, DOFs_all, jointPositions_all,
jointAxeses_all, positions,
linkJointMasks_all)
dth = m1.getDOFVelocities()
ype.flatten(dth, dth_flat_all)
PJ_all = np.dot(P, J_all)
LH_all = np.dot(PJ_all, dth_flat_all)
L_jacob_all, H_jacob_all = np.hsplit(LH_all, 2)
#===============================================================================
# for rendering
#===============================================================================
p[:] = positions
v[:] = velocities
rd_CM[:] = [CM]
rd_L_std[:] = [L_std]
rd_L_jacob_internal[:] = [L_jacob_internal]
rd_L_jacob_all[:] = [L_jacob_all]
rd_H_std[:] = [H_std]
rd_H_jacob_internal[:] = [H_jacob_internal]
rd_H_jacob_all[:] = [H_jacob_all]
def simulateCallback(frame):
# seginfo
segIndex = seg_index[0]
curState = seginfo[segIndex]['state']
curInterval = yma.offsetInterval(acc_offset[0], seginfo[segIndex]['interval'])
stanceLegs = seginfo[segIndex]['stanceHips']
swingLegs = seginfo[segIndex]['swingHips']
stanceFoots = seginfo[segIndex]['stanceFoots']
swingFoots = seginfo[segIndex]['swingFoots']
swingKnees = seginfo[segIndex]['swingKnees']
groundHeight = seginfo[segIndex]['ground_height']
maxStfPushFrame = seginfo[segIndex]['max_stf_push_frame']
prev_frame = frame-1 if frame>0 else 0
# prev_frame = frame
# information
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, upperMass, uppers)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, upperMass, uppers)
## dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, totalMass)
## CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, totalMass)
# stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], frame)
# CMr_tar = CM_tar - stf_tar
dCM_tar = motion_seg.getJointVelocityGlobal(0, prev_frame)
CM_tar = motion_seg.getJointPositionGlobal(0, prev_frame)
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, upperMass, uppers)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, upperMass, uppers)
# dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, totalMass)
# CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, totalMass)
stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], prev_frame)
CMr_tar = CM_tar - stf_tar
dCM = avg_dCM[0]
CM = controlModel.getJointPositionGlobal(0)
# CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, upperMass, uppers)
# CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
CMreal = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
stf = controlModel.getJointPositionGlobal(stanceFoots[0])
CMr = CM - stf
diff_dCM = mm.projectionOnPlane(dCM-dCM_tar, (1,0,0), (0,0,1))
diff_dCM_axis = np.cross((0,1,0), diff_dCM)
rd_vec1[0] = diff_dCM; rd_vecori1[0] = CM_tar
diff_CMr = mm.projectionOnPlane(CMr-CMr_tar, (1,0,0), (0,0,1))
# rd_vec1[0] = diff_CMr; rd_vecori1[0] = stf_tar
diff_CMr_axis = np.cross((0,1,0), diff_CMr)
direction = mm.normalize2(mm.projectionOnPlane(dCM_tar, (1,0,0), (0,0,1)))
# direction = mm.normalize2(mm.projectionOnPlane(dCM, (1,0,0), (0,0,1)))
directionAxis = np.cross((0,1,0), direction)
diff_dCM_sag, diff_dCM_cor = mm.projectionOnVector2(diff_dCM, direction)
# rd_vec1[0] = diff_dCM_sag; rd_vecori1[0] = CM_tar
diff_dCM_sag_axis = np.cross((0,1,0), diff_dCM_sag)
diff_dCM_cor_axis = np.cross((0,1,0), diff_dCM_cor)
diff_CMr_sag, diff_CMr_cor = mm.projectionOnVector2(diff_CMr, direction)
diff_CMr_sag_axis = np.cross((0,1,0), diff_CMr_sag)
diff_CMr_cor_axis = np.cross((0,1,0), diff_CMr_cor)
t = (frame-curInterval[0])/float(curInterval[1]-curInterval[0])
t_raw = t
if t>1.: t=1.
p_root = motion_stitch[frame].getJointPositionGlobal(0)
R_root = motion_stitch[frame].getJointOrientationGlobal(0)
motion_seg_orig.goToFrame(frame)
motion_seg.goToFrame(frame)
motion_stitch.goToFrame(frame)
motion_debug1.append(motion_stitch[frame].copy())
motion_debug1.goToFrame(frame)
motion_debug2.append(motion_stitch[frame].copy())
motion_debug2.goToFrame(frame)
motion_debug3.append(motion_stitch[frame].copy())
motion_debug3.goToFrame(frame)
# paper implementation
M_tc.append(motion_stitch[prev_frame])
M_tc.goToFrame(frame)
P_hat.append(M_tc[frame].copy())
P_hat.goToFrame(frame)
p_temp = ym.JointPosture(skeleton)
p_temp.rootPos = controlModel.getJointPositionGlobal(0)
p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
P.append(p_temp)
P.goToFrame(frame)
# stance foot stabilize
motion_stf_stabilize.append(motion_stitch[frame].copy())
motion_stf_stabilize.goToFrame(frame)
if STANCE_FOOT_STABILIZE:
for stanceFoot in stanceFoots:
R_target_foot = motion_seg[frame].getJointOrientationGlobal(stanceFoot)
R_current_foot = motion_stf_stabilize[frame].getJointOrientationGlobal(stanceFoot)
motion_stf_stabilize[frame].setJointOrientationGlobal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
# R_target_foot = motion_seg[frame].getJointOrientationLocal(stanceFoot)
# R_current_foot = motion_stf_stabilize[frame].getJointOrientationLocal(stanceFoot)
# motion_stf_stabilize[frame].setJointOrientationLocal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
# match stance leg
motion_match_stl.append(motion_stf_stabilize[frame].copy())
motion_match_stl.goToFrame(frame)
if MATCH_STANCE_LEG:
if curState!=yba.GaitState.STOP:
for i in range(len(stanceLegs)):
stanceLeg = stanceLegs[i]
stanceFoot = stanceFoots[i]
# # motion stance leg -> character stance leg as time goes
R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
R_character = controlModel.getJointOrientationGlobal(stanceLeg)
motion_match_stl[frame].setJointOrientationGlobal(stanceLeg, cm.slerp(R_motion, R_character, match_stl_func(t)))
# t_y = match_stl_func_y(t)
# t_xz = match_stl_func(t)
#
# R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
# R_character = controlModel.getJointOrientationGlobal(stanceLeg)
# R = np.dot(R_character, R_motion.T)
# R_y, R_xz = mm.projectRotation((0,1,0), R)
# motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_xz, t_xz))
# motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_y, t_y))
# swing foot placement
motion_swf_placement.append(motion_match_stl[frame].copy())
motion_swf_placement.goToFrame(frame)
if SWING_FOOT_PLACEMENT:
t_swing_foot_placement = swf_placement_func(t);
if extended[0]:
R_swp_sag = prev_R_swp[0][0]
R_swp_cor = prev_R_swp[0][1]
else:
R_swp_sag = mm.I_SO3(); R_swp_cor = mm.I_SO3()
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag * -t_swing_foot_placement))
R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_dCM_cor_axis * K_swp_vel_cor * -t_swing_foot_placement))
if np.dot(direction, diff_CMr_sag) < 0:
R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag * -t_swing_foot_placement))
R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_CMr_cor_axis * K_swp_pos_cor * -t_swing_foot_placement))
for i in range(len(swingLegs)):
swingLeg = swingLegs[i]
swingFoot = swingFoots[i]
# save swing foot global orientation
# R_swf = motion_swf_placement[frame].getJointOrientationGlobal(swingFoot)
# rotate swing leg
motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_sag)
motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_cor)
# restore swing foot global orientation
# motion_swf_placement[frame].setJointOrientationGlobal(swingFoot, R_swf)
prev_R_swp[0] = (R_swp_sag, R_swp_cor)
# swing foot height
motion_swf_height.append(motion_swf_placement[frame].copy())
motion_swf_height.goToFrame(frame)
if SWING_FOOT_HEIGHT:
for swingFoot in swingFoots:
stanceFoot = stanceFoots[0]
# save foot global orientation
R_foot = motion_swf_height[frame].getJointOrientationGlobal(swingFoot)
R_stance_foot = motion_swf_height[frame].getJointOrientationGlobal(stanceFoot)
height_tar = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
# motion_debug1[frame] = motion_swf_height[frame].copy()
# rotate
motion_swf_height[frame].rotateByTarget(controlModel.getJointOrientationGlobal(0))
# motion_debug2[frame] = motion_swf_height[frame].copy()
# motion_debug2[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
height_cur = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
offset_height = (height_tar - height_cur) * swf_height_func(t) * c_swf_stability
offset_sine = c_swf_mid_offset * swf_height_sine_func(t)
offset = 0.
offset += offset_height
offset += offset_sine
if offset > 0.:
newPosition = motion_swf_height[frame].getJointPositionGlobal(swingFoot)
newPosition[1] += offset
aik.ik_analytic(motion_swf_height[frame], swingFoot, newPosition)
else:
newPosition = motion_swf_height[frame].getJointPositionGlobal(stanceFoot)
newPosition[1] -= offset
aik.ik_analytic(motion_swf_height[frame], stanceFoot, newPosition)
# return
# motion_debug3[frame] = motion_swf_height[frame].copy()
# motion_debug3[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
motion_swf_height[frame].rotateByTarget(R_root)
# restore foot global orientation
motion_swf_height[frame].setJointOrientationGlobal(swingFoot, R_foot)
motion_swf_height[frame].setJointOrientationGlobal(stanceFoot, R_stance_foot)
if plot!=None:
plot.addDataPoint('debug1', frame, height_tar)
plot.addDataPoint('debug2', frame, height_cur)
# plot.addDataPoint('diff', frame, diff)
# swing foot orientation
motion_swf_orientation.append(motion_swf_height[frame].copy())
motion_swf_orientation.goToFrame(frame)
if SWING_FOOT_ORIENTATION:
# swf_orientation_func = yfg.concatenate([yfg.zero, yfg.hermite2nd, yfg.one], [.25, .75])
for swingFoot in swingFoots:
R_target_foot = motion_seg[curInterval[1]].getJointOrientationGlobal(swingFoot)
R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot, swf_orientation_func(t)))
# swf_stabilize_func = yfg.concatenate([yfg.hermite2nd, yfg.one], [c_taking_duration])
# push orientation
# for swingFoot in swingFoots:
# R_target_foot = motion_seg[frame].getJointOrientationGlobal(swingFoot)
# R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
# motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot , swf_stabilize_func(t)))
# stance foot push
motion_stf_push.append(motion_swf_orientation[frame].copy())
motion_stf_push.goToFrame(frame)
if STANCE_FOOT_PUSH:
for swingFoot in swingFoots:
# max_t = (maxStfPushFrame)/float(curInterval[1]-curInterval[0])
# stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [max_t*2])
stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [c_taking_duration*2])
R_swp_sag = mm.I_SO3()
# R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_stp_vel * -stf_push_func(t)))
# if step_length_cur[0] < step_length_tar[0]:
# ratio = step_length_cur[0] / step_length_tar[0]
# R_max = maxmaxStfPushFrame
# R_zero =
R_swp_sag = np.dot(R_swp_sag, mm.exp((step_length_tar[0] - step_length_cur[0])*step_axis[0] * K_stp_pos * -stf_push_func(t)))
motion_stf_push[frame].mulJointOrientationGlobal(swingFoot, R_swp_sag)
# stance foot balancing
motion_stf_balancing.append(motion_stf_push[frame].copy())
motion_stf_balancing.goToFrame(frame)
if STANCE_FOOT_BALANCING:
R_stb = mm.exp(diff_dCM_axis * K_stb_vel * stf_balancing_func(t))
for stanceFoot in stanceFoots:
if frame < 5: continue
motion_stf_balancing[frame].mulJointOrientationGlobal(stanceFoot, R_stb)
# control trajectory
motion_control.append(motion_stf_balancing[frame].copy())
motion_control.goToFrame(frame)
#=======================================================================
# tracking with inverse dynamics
#=======================================================================
th_r = motion_control.getDOFPositions(frame)
th = controlModel.getDOFPositions()
dth_r = motion_control.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion_control.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)
#=======================================================================
# simulation
#=======================================================================
CP = mm.v3(0.,0.,0.)
F = mm.v3(0.,0.,0.)
avg_dCM[0] = mm.v3(0.,0.,0.)
# external force rendering info
del rd_forces[:]; del rd_force_points[:]
for fi in forceInfos:
if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
rd_forces.append(fi.force)
rd_force_points.append(controlModel.getBodyPositionGlobal(fi.targetBody))
for i in range(stepsPerFrame):
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
# apply external force
for fi in forceInfos:
if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
controlModel.setDOFAccelerations(ddth_des)
controlModel.solveHybridDynamics()
if TORQUE_PLOT:
rhip_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rUpLeg))
rknee_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rKnee))
rankle_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rFoot))
rd_torques[:] = [controlModel.getJointTorqueLocal(i)/100. for i in range(skeleton.getJointNum())]
rd_joint_positions[:] = controlModel.getJointPositionsGlobal()
vpWorld.step()
# yvu.align2D(controlModel)
if len(contactForces) > 0:
CP += yrp.getCP(contactPositions, contactForces)
F += sum(contactForces)
avg_dCM[0] += controlModel.getJointVelocityGlobal(0)
# avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, upperMass, uppers)
# avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, totalMass)
# if len(stanceFoots)>0:
# avg_stf_v[0] += controlModel.getJointVelocityGlobal(stanceFoots[0])
# avg_stf_av[0] += controlModel.getJointAngVelocityGlobal(stanceFoots[0])
CP /= stepsPerFrame
F /= stepsPerFrame
avg_dCM[0] /= stepsPerFrame
# if len(stanceFoots)>0:
# avg_stf_v[0] /= stepsPerFrame
# avg_stf_av[0] /= stepsPerFrame
# rd_vec1[0] = avg_stf_av[0]; rd_vec1[0][0] = 0.; rd_vec1[0][2] = 0.
# rd_vecori1[0]= controlModel.getJointPositionGlobal(stanceFoots[0])
#=======================================================================
# segment editing
#=======================================================================
lastFrame = False
if SEGMENT_EDITING:
if curState==yba.GaitState.STOP:
if frame == len(motion_seg)-1:
lastFrame = True
elif (curState==yba.GaitState.LSWING or curState==yba.GaitState.RSWING) and t>c_min_contact_time:
swingID = lID if curState==yba.GaitState.LSWING else rID
contact = False
if swingID in bodyIDs:
minContactVel = 1000.
for i in range(len(bodyIDs)):
if bodyIDs[i]==swingID:
vel = controlModel.getBodyVelocityGlobal(swingID, contactPositionLocals[i])
vel[1] = 0
contactVel = mm.length(vel)
if contactVel < minContactVel: minContactVel = contactVel
if minContactVel < c_min_contact_vel: contact = True
extended[0] = False
if contact:
# print frame, 'foot touch'
lastFrame = True
acc_offset[0] += frame - curInterval[1]
elif frame == len(motion_seg)-1:
print frame, 'extend frame', frame+1
preserveJoints = []
# preserveJoints = [lFoot, rFoot]
# preserveJoints = [lFoot, rFoot, lKnee, rKnee]
# preserveJoints = [lFoot, rFoot, lKnee, rKnee, lUpLeg, rUpLeg]
stanceKnees = [rKnee] if curState==yba.GaitState.LSWING else [lKnee]
preserveJoints = [stanceFoots[0], stanceKnees[0], stanceLegs[0]]
diff = 3
motion_seg_orig.extend([motion_seg_orig[-1]])
motion_seg.extend(ymt.extendByIntegration_root(motion_seg, 1, diff))
motion_stitch.extend(ymt.extendByIntegration_constant(motion_stitch, 1, preserveJoints, diff))
# # extend for swing foot ground speed matching & swing foot height lower
## extendedPostures = ymt.extendByIntegration(motion_stitch, 1, preserveJoints, diff)
## extendedPostures = [motion_stitch[-1]]
##
# extendFrameNum = frame - curInterval[1] + 1
# k = 1.-extendFrameNum/5.
# if k<0.: k=0.
# extendedPostures = ymt.extendByIntegrationAttenuation(motion_stitch, 1, preserveJoints, diff, k)
#
## if len(swingFoots)>0 and np.inner(dCM_tar, dCM)>0.:
## print frame, 'speed matching'
## R_swf = motion_stitch[-1].getJointOrientationGlobal(swingFoots[0])
##
## p_swf = motion_stitch[-1].getJointPositionGlobal(swingFoots[0])
## v_swf = motion_stitch.getJointVelocityGlobal(swingFoots[0], frame-diff, frame)
## a_swf = motion_stitch.getJointAccelerationGlobal(swingFoots[0], frame-diff, frame)
## p_swf += v_swf * (frameTime) + a_swf * (frameTime)*(frameTime)
## aik.ik_analytic(extendedPostures[0], swingFoots[0], p_swf)
##
## extendedPostures[0].setJointOrientationGlobal(swingFoots[0], R_swf)
#
# motion_stitch.extend(extendedPostures)
extended[0] = True
else:
if frame == len(motion_seg)-1: lastFrame = True
if lastFrame:
if segIndex < len(segments)-1:
print '%d (%d): end of %dth seg (%s, %s)'%(frame, frame-curInterval[1],segIndex, yba.GaitState.text[curState], curInterval)
if plot!=None: plot.addDataPoint('diff', frame, (frame-curInterval[1])*.01)
if len(stanceFoots)>0 and len(swingFoots)>0:
# step_cur = controlModel.getJointPositionGlobal(swingFoots[0]) - controlModel.getJointPositionGlobal(stanceFoots[0])
# step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(swingFoots[0]) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
step_cur = controlModel.getJointPositionGlobal(0) - controlModel.getJointPositionGlobal(stanceFoots[0])
step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(0) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
step_cur = mm.projectionOnPlane(step_cur, (1,0,0), (0,0,1))
step_tar = mm.projectionOnPlane(step_tar, (1,0,0), (0,0,1))
step_cur_sag, step_cur_cor = mm.projectionOnVector2(step_cur, direction)
step_tar_sag, step_tar_cor = mm.projectionOnVector2(step_tar, direction)
step_length_tar[0] = mm.length(step_tar_sag)
if np.inner(step_tar_sag, step_cur_sag) > 0:
step_length_cur[0] = mm.length(step_cur_sag)
else:
step_length_cur[0] = -mm.length(step_cur_sag)
step_axis[0] = directionAxis
# rd_vec1[0] = step_tar_sag
# rd_vecori1[0] = motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
# rd_vec2[0] = step_cur_sag
# rd_vecori2[0] = controlModel.getJointPositionGlobal(stanceFoots[0])
seg_index[0] += 1
curSeg = segments[seg_index[0]]
stl_y_limit_num[0] = 0
stl_xz_limit_num[0] = 0
del motion_seg_orig[frame+1:]
motion_seg_orig.extend(ymb.getAttachedNextMotion(curSeg, motion_seg_orig[-1], False, False))
del motion_seg[frame+1:]
del motion_stitch[frame+1:]
transitionLength = len(curSeg)-1
# motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, False))
# motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, False))
d = motion_seg[-1] - curSeg[0]
d.rootPos[1] = 0.
motion_seg.extend(ymb.getAttachedNextMotion(curSeg, d, True, False))
if NO_FOOT_SLIDING:
if segIndex == len(segments)-2:
Rl = motion_control[-1].getJointOrientationLocal(lUpLeg)
Rr = motion_control[-1].getJointOrientationLocal(rUpLeg)
Rlk = motion_control[-1].getJointOrientationLocal(lKnee)
Rrk = motion_control[-1].getJointOrientationLocal(rKnee)
Rlf = motion_control[-1].getJointOrientationLocal(lFoot)
Rrf = motion_control[-1].getJointOrientationLocal(rFoot)
for p in curSeg:
p.setJointOrientationLocal(lUpLeg, Rl, False)
p.setJointOrientationLocal(rUpLeg, Rr, False)
p.setJointOrientationLocal(lKnee, Rlk, False)
p.setJointOrientationLocal(rKnee, Rrk, False)
p.setJointOrientationLocal(lFoot, Rlf, False)
p.setJointOrientationLocal(rFoot, Rrf, False)
p.updateGlobalT()
d = motion_control[-1] - curSeg[0]
d.rootPos[1] = 0.
motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, d, transitionLength, stitch_func, True, False))
# motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, True))
# motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, True))
else:
motion_seg_orig.append(motion_seg_orig[-1])
motion_seg.append(motion_seg[-1])
motion_stitch.append(motion_control[-1])
# rendering
motionModel.update(motion_ori[frame])
# motionModel.update(motion_seg[frame])
if SAVE_SIMULATION:
p_temp = ym.JointPosture(skeleton)
p_temp.initLocalRs()
p_temp.rootPos = controlModel.getJointPositionGlobal(0)
p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
motion_simulation.append(p_temp)
if frame == viewer.getMaxFrame():
saveFilePath = SAVE_DIR+'simulated_'+filename
yf.writeBvhFile(saveFilePath, motion_simulation)
print saveFilePath, 'saved'
def setupQP(self, frame, motion, mcfg, model, world, config, timestep):
motionModel = cvm.VpMotionModel(world, motion[frame], mcfg)
# constants
invdt = 1./timestep
# dofs and flat data structure
totalDOF = model.getTotalDOF()
DOFs = model.getDOFs()
self.totalDOF = totalDOF
self.ddth_des_flat = ype.makeFlatList(totalDOF)
self.ddth_r_flat = ype.makeFlatList(totalDOF)
self.dth_flat = ype.makeFlatList(totalDOF)
self.dth_r_flat = ype.makeFlatList(totalDOF)
self.ddth_sol = ype.makeNestedList(DOFs)
# momentum matrix
linkMasses = model.getBodyMasses()
totalMass = model.getTotalMass()
TO = ymt.make_TO(linkMasses)
dTO = ymt.make_dTO(len(linkMasses))
# optimization
self.qp.clear()
Vc_tmp = self.Vc_tmp
# tracking
w = self.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap'])
th_r = motion.getDOFPositionsLocal(frame)
th = model.getDOFPositionsLocal()
dth_r = motion.getDOFVelocitiesLocal(frame)
dth = model.getDOFVelocitiesLocal()
ddth_r = motion.getDOFAccelerationsLocal(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, self.Kt, self.Dt)
linkPositions = model.getBodyPositionsGlobal()
linkVelocities = model.getBodyVelocitiesGlobal()
linkAngVelocities = model.getBodyAngVelocitiesGlobal()
linkInertias = model.getBodyInertiasGlobal()
jointPositions = model.getJointPositionsGlobal()
jointAxeses = model.getDOFAxesesLocal()
#linkPositions_ref = motionModel.getBodyPositionsGlobal()
#linkVelocities_ref = motionModel.getBodyVelocitiesGlobal()
#linkAngVelocities_ref = motionModel.getBodyAngVelocitiesGlobal()
#linkInertias_ref = motionModel.getBodyInertiasGlobal()
#jointPositions_ref = motionModel.getJointPositionsGlobal()
#jointAxeses_ref = motionModel.getDOFAxesesLocal()
ype.flatten(ddth_des, self.ddth_des_flat)
ype.flatten(dth, self.dth_flat)
ype.flatten(dth_r, self.dth_r_flat)
ype.flatten(ddth_r, self.ddth_r_flat)
# get CoM
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM); CM_plane[1]=0.
dCM_plane = copy.copy(dCM); dCM_plane[1]=0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM, linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses, linkVelocities, dCM, linkAngVelocities, linkInertias)
# jacobian
Jsup = yjc.makeEmptyJacobian(DOFs, 1)
dJsup = Jsup.copy()
Jsys_old = None
if self.Jsys != None:
Jsys_old = self.Jsys.copy()
if self.Jsys == None:
self.Jsys = yjc.makeEmptyJacobian(DOFs, model.getBodyNum())
self.dJsys = self.Jsys.copy()
allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)
yjc.computeJacobian2(self.Jsys, DOFs, jointPositions, jointAxeses, linkPositions, allLinkJointMasks)
if Jsys_old ==None:
self.dJsys = self.Jsys-self.Jsys
else:
self.dJsys = (self.Jsys - Jsys_old)*invdt
#yjc.computeJacobianDerivative2(self.dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
#CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
#dCM_ref = yrp.getCM(linkVelocities_ref, linkMasses, totalMass)
#CM_ref_plane = copy.copy(CM_ref); CM_ref_plane[1]=0.
#dCM_ref_plane = copy.copy(dCM_ref); dCM_ref_plane[1]=0.
#P_ref = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions_ref, CM_ref, linkInertias_ref)
#dP_ref = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses, linkVelocities_ref, dCM_ref, linkAngVelocities_ref, linkInertias_ref)
# get EoM
totalActuator = totalDOF
invM = np.zeros((totalActuator,totalDOF))
invMc = np.zeros(totalDOF)
model.getInverseEquationOfMotion(invM, invMc)
#print invMc
# contact detection
Ks = 1
Ds = 1
supsupR = motion[0].skeleton.getJointIndex('RightLeg')
supsupL = motion[0].skeleton.getJointIndex('LeftLeg')
supR = motion[0].skeleton.getJointIndex('RightFoot')
supL = motion[0].skeleton.getJointIndex('LeftFoot')
bodyIDsToCheck = range(world.getBodyNum())
#print bodyIDsToCheck
#bodyIDsToCheck = [supsupR, supsupL]
#bodyIDsToCheck = [supR, supL]
mus = [.5]*len(bodyIDsToCheck)
bodyIDs, contactPositions, contactPositionLocals, contactForces, contactVelocities = world.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
#bodyIDs, contactPositions, contactPositionLocals, contactForces, contactVelocities = world.calcManyPenaltyForce(self.contactPerSide, bodyIDsToCheck, mus, Ks, Ds)
#bodyIDs, contactPositions, contactPositionLocals, contactForces, contactVelocities = world.calcOnePenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
#print bodyIDs, contactPositions
footCenterL = model.getBodyPositionGlobal(supL)
footCenterR = model.getBodyPositionGlobal(supR)
footCenter = footCenterL.copy()
footRefCenterL = motionModel.getBodyPositionGlobal(supL)
footRefCenterR = motionModel.getBodyPositionGlobal(supR)
#if supL in bodyIDs:
#if supR in bodyIDs:
#footCenter = footCenterL + (footCenterR-footCenterL)/2.
#else:
#footCenter = footCenterL.copy()
#else:
#if supR in bodyIDs:
#footCenter = footCenterR.copy()
#else:
#footCenter = np.array((0,0,0))
contactL = 1
contactR = 1
if footRefCenterL[1] < 0.2:
if footRefCenterR[1] < 0.2:
footCenter = footCenterL + (footCenterR-footCenterL)/2.
else:
footCenter = footCenterL.copy()
contactR = 0
else:
contactL = 0
if footRefCenterR[1] < 0.2:
footCenter = footCenterR.copy()
else:
footCenter = np.array((0,0,0))
contactR = 0
#print(contactR, contactL)
footCenter[1] = 0.
# linear momentum
CM_ref = footCenter
#CM_ref =
#dL_des_plane = self.Kl*totalMass*(CM_ref - CM) + self.Dl*totalMass*(dCM_ref - dCM)
dL_des_plane = self.Kl*totalMass*(CM_ref - CM) + self.Dl*totalMass*(-dCM)
dL_des_plane[1] = 0.
# angular momentum
CP_ref = footCenter
#bodyIDs, contactPositions, contactPositionLocals, contactForces = world.calcManyPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
#CP = yrp.getCP(contactPositions, contactForces)
CP = yrp.getSimpleCP(contactPositions)
if self.CP_old==None or CP==None:
dCP = None
else:
dCP = (CP - self.CP_old[0])/(1/30.)
self.CP_old = CP
if CP!=None and dCP!=None:
ddCP_des = self.Kh*(CP_ref - CP) - self.Dh*(dCP)
CP_des = CP + dCP*(1/30.) + .5*ddCP_des*((1/30.)**2)
dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*np.array((0,-9.8,0))))
#if contactChangeCount >0: # and contactChangeType == 'DtoS':
##dH_des *= (maxContactChangeCount - contactChangeCount)/(maxContactChangeCount*10)
#dH_des *= (self.maxContactChangeCount - self.contactChangeCount)/(self.maxContactChangeCount)
##dH_des *= (contactChangeCount)/(maxContactChangeCount)*.9+.1
else:
dH_des = None
H = np.dot(P, np.dot(self.Jsys, self.dth_flat))
dH_des = -self.Kh*H[3:]
# equality constraints
JcTVc_append = np.zeros((totalDOF, 0))
VcTJc_list = []
VcTdJc_list = []
dVcTJc_list = []
ac_offset_list = []
totalContact = 4*len(bodyIDs)
totalProblem = totalDOF+totalActuator+totalContact
preSup = -1
for i in range(len(contactPositions)):
sup = bodyIDs[i]
supJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, sup)]
if preSup != sup:
bodyPos = linkPositions[sup]
bodyVel = linkVelocities[sup]
#yjc.computeJacobian2(Jsup, DOFs, jointPositions, jointAxeses, [bodyPos], supJointMasks)
#yjc.computeJacobianDerivative2(dJsup, DOFs, jointPositions, jointAxeses, linkAngVelocities, [bodyPos], supJointMasks)
Jsup = getPartJacobian(self.Jsys, sup)
dJsup = getPartJacobian(self.dJsys, sup)
R_dAd = np.hstack( (np.vstack( (np.eye(3), mm.getCrossMatrixForm(-bodyPos)) ), np.vstack( (np.zeros((3,3)), np.eye(3)) ) ) )
dR_dAd = np.hstack( (np.vstack( (np.eye(3), mm.getCrossMatrixForm(-bodyVel)) ), np.vstack( (np.zeros((3,3)), np.eye(3)) ) ) )
#R_dAd = np.hstack( (np.vstack( (np.eye(3), mm.getCrossMatrixForm(-contactPositions[i])) ), np.vstack( (np.zeros((3,3)), np.eye(3)) ) ) )
#dR_dAd = np.hstack( (np.vstack( (np.eye(3), mm.getCrossMatrixForm(-contactVelocities[i])) ), np.vstack( (np.zeros((3,3)), np.eye(3)) ) ) )
p = contactPositions[i]
dotp = contactVelocities[i]
VcT_tmp = np.zeros((4,6))
dVcT_tmp = VcT_tmp.copy()
for ii in range(4):
n = Vc_tmp[ii]
pcn = np.cross(contactPositions[i], Vc_tmp[ii])
VcT_tmp[ii][:3] =n
VcT_tmp[ii][3:] =pcn
dotpcn = np.cross(contactVelocities[i], Vc_tmp[ii])
dVcT_tmp[ii][3:] = dotpcn
Vc = np.dot(R_dAd, VcT_tmp.T)
dVc = np.dot(R_dAd, dVcT_tmp.T) + np.dot(dR_dAd, VcT_tmp.T)
JcTVc = np.dot( Jsup.T, Vc)
JcTVc_append = np.hstack((JcTVc_append, JcTVc))
VcTJc_list.append( JcTVc.T )
VcTdJc_list.append( np.dot(Vc.T, dJsup) )
dVcTJc_list.append( np.dot(dVc.T, Jsup) )
#TODO:
# when friction cones and velocity cones differ?
#JcTVc = np.dot( Jsup.T, VcT.T)
#JcTVc_append = np.hstack((JcTVc_append, JcTVc))
#VcTJc_list.append( JcTVc.T )
#VcTdJc_list.append( np.dot(VcT, dJsup) )
#dVcTJc_list.append( np.dot(dVcT, Jsup) )
penDepth = -0.05-contactPositions[i][1]
if penDepth < 0.:
penDepth = 0.
#penDepth = 0.
ac_offset = 1000.*penDepth*np.ones(4)
ac_offset_list.append(ac_offset)
preSup = sup
extForce = np.zeros(totalActuator)
if self.extDuration > 0:
Jext = yjc.makeEmptyJacobian(DOFs, 1)
extForcePos = model.getBodyPositionGlobal(self.extForceBody)
extJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, self.extForceBody)]
yjc.computeJacobian2(Jext, DOFs, jointPositions, jointAxeses, [extForcePos], extJointMasks)
extForce = np.dot(Jext.T, self.extForce)
self.extDuration -= timestep
if self.extDuration < 0:
self.extDuration = 0
self.addQPEqualityInverseEomConstraint(totalProblem, totalDOF, totalActuator, totalContact, invM, invMc, JcTVc_append, extForce)
# inequality constraints
if totalContact> 0:
self.addQPInequalityContactForceConstraint(totalProblem, totalDOF, totalActuator, totalContact)
self.addQPInequalityVelocityConstraint(totalProblem, totalDOF, totalActuator, totalContact, VcTJc_list, VcTdJc_list,dVcTJc_list, self.dth_flat, ac_offset_list, invdt)
#self.addQPInequalityVelocityConstraint(totalProblem, totalDOF, totalActuator, totalContact, VcTJc_vel_list, VcTdJc_vel_list,dVcTJc_vel_list, self.dth_flat, ac_offset_list, 30.)
torqueMax = 1000.*np.ones(totalActuator-6)
torqueMin = -torqueMax
self.addQPInequalityTorqueConstraint(totalProblem, totalDOF, totalActuator, totalContact, torqueMax, torqueMin)
# objectives
self.addQPTrackingTerms(totalProblem, 0, totalDOF, self.Bt, w, self.ddth_des_flat)
self.addQPTorqueTerms(totalProblem, totalDOF, totalActuator, self.Btau, w)
if totalContact > 0:
self.addQPContactForceTerms(totalProblem, totalDOF+totalActuator, totalContact, self.Bcon)
#if dH_des !=None:
# allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)
# yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses, linkPositions, allLinkJointMasks)
# yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
# self.addLinearAndAngularBalancigTerms(totalProblem, 0, totalDOF, self.Bl, self.Bh, P, self.Jsys, self.dth_flat, dP, self.dJsys, dL_des_plane, dH_des)
# end effector
#TODO:
eeList = [supR, supL]
#eeList = []
#if totalContact > 0:
for ee in eeList:
eeCenter = model.getBodyPositionGlobal(ee)
eeJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, ee)]
yjc.computeJacobian2(Jsup, DOFs, jointPositions, jointAxeses, [eeCenter], eeJointMasks)
yjc.computeJacobianDerivative2(dJsup, DOFs, jointPositions, jointAxeses, linkAngVelocities, [eeCenter], eeJointMasks, False)
ee_genvel_ref = np.dot(Jsup, self.dth_r_flat)
ee_genacc_ref = np.dot(Jsup, self.ddth_r_flat) + np.dot(dJsup, self.dth_r_flat)
ee_pos_ref = motionModel.getBodyPositionGlobal(ee)
ee_pos = model.getBodyPositionGlobal(ee)
ee_vel_ref = ee_genvel_ref[:3]
ee_vel = model.getBodyVelocityGlobal(ee)
ee_acc_ref = ee_genacc_ref[:3]
ddp_des_pos = self.Ke*( (ee_pos_ref-th_r[0][0]) - (ee_pos-th[0][0]) )
ddp_des_pos += self.De*(ee_vel_ref - ee_vel)
ddp_des_pos += ee_acc_ref
eeOri = model.getBodyOrientationGlobal(ee)
eeAngVel = model.getBodyAngVelocityGlobal(ee)
ee_angvel_ref = ee_genvel_ref[3:]
ee_angacc_ref = ee_genacc_ref[3:]
a_ori_diff = mm.logSO3(mm.getSO3FromVectors(np.dot(eeOri, np.array([0,1,0])), np.array([0,1,0])))
ddp_des_ang = self.Ke*a_ori_diff + self.De*(-eeAngVel)
#ddp_des_ang = self.Ke*a_ori_diff + self.De*(ee_angvel_ref-eeAngVel)
#ddp_des_ang += ee_angacc_ref
ddp_des = np.hstack( (ddp_des_pos, ddp_des_ang) )
#self.addEndEffectorTerms(totalProblem, 0, totalDOF, Jsup, dJsup, self.dth_flat, ddp_des, self.Be)
self.addEqualityEndEffectorTerms(totalProblem, 0, totalDOF, Jsup, dJsup, self.dth_flat, ddp_des, self.Be)
return contactPositions, CP, CM, footCenter, dL_des_plane, CM_ref
lFoot = motion[0].skeleton.getJointIndex('LeftFoot')
rFoot = motion[0].skeleton.getJointIndex('RightFoot')
CM_vels = [None]*len(intervals)
stepLengths = [None]*len(intervals)
stepDurations = [None]*len(intervals)
print(' CM vel step length step duration')
for i in range(len(intervals)):
startFrame = intervals[i][0]
endFrame = intervals[i][1]
stepDurations[i] = (endFrame - startFrame) * 1/30.
motionModel.update(motion[startFrame])
CM0 = yrp.getCM(motionModel.getBodyPositionsGlobal(), bodyMasses, totalMass)
motionModel.update(motion[endFrame])
CM1 = yrp.getCM(motionModel.getBodyPositionsGlobal(), bodyMasses, totalMass)
CM_vels[i] = mm.length((CM1 - CM0) / stepDurations[i])
lSwingLength = mm.length(motion[endFrame].getJointPositionGlobal(lFoot) - motion[startFrame].getJointPositionGlobal(lFoot))
rSwingLength = mm.length(motion[endFrame].getJointPositionGlobal(rFoot) - motion[startFrame].getJointPositionGlobal(rFoot))
stepLengths[i] = max([lSwingLength, rSwingLength])
if STEP_INFO:
print('%2dth'%i, '%-6s'%yba.GaitState.text[states[i]], '%-10s'%intervals[i], '%2d'%(endFrame-startFrame), '%10.2f %10.2f %10.2f'%(CM_vels[i], stepLengths[i], stepDurations[i]))
startSeg = 1
endSeg = len(intervals)-2
mean_CM_vel = sum(CM_vels[startSeg:endSeg+1]) / (endSeg - startSeg + 1)
mean_stepLength = sum(stepLengths[startSeg:endSeg+1]) / (endSeg - startSeg + 1)
def simulateCallback(frame):
curTime = time.time()
if frame % 30 == 1: pt[0] = time.time()
global g_initFlag
global forceShowFrame
global forceApplyFrame
global JsysPre
global JsupPreL
global JsupPreR
global JsupPre
global softConstPoint
global stage
global contactRendererName
global desCOMOffset
#motionModel.update(motion[0])
Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
)
Dt = 2 * (Kt**.5)
Dk = 2 * (Kk**.5)
Dl = 2 * (Kl**.5)
Dh = 2 * (Kh**.5)
Dsc = 2 * (Ksc**.5)
'''
if Bsc == 0.0 :
viewer.doc.showRenderer('softConstraint', False)
viewer.motionViewWnd.update(1, viewer.doc)
else:
viewer.doc.showRenderer('softConstraint', True)
renderer1 = viewer.doc.getRenderer('softConstraint')
renderer1.rc.setLineWidth(0.1+Bsc*3)
viewer.motionViewWnd.update(1, viewer.doc)
'''
pose = motion[0].copy()
def solveIK(desComPos,
desIdxs,
desPos,
desOri,
cmW=10.,
posW=1.,
oriW=1.):
numItr = 100
dt = .5
threshold = 0.1
for i in range(0, numItr):
jPart_IK = []
print '----iter num', i
IKModel.update(pose)
th_r_IK = pose.getDOFPositions()
jointPositions_IK = pose.getJointPositionsGlobal()
jointAxeses_IK = pose.getDOFAxeses()
linkPositions_IK = IKModel.getBodyPositionsGlobal()
linkInertias_IK = IKModel.getBodyInertiasGlobal()
CM_IK = yrp.getCM(linkPositions_IK, linkMasses, totalMass)
print CM_IK
P_IK = ymt.getPureInertiaMatrix(TO, linkMasses,
linkPositions_IK, CM_IK,
linkInertias_IK)
yjc.computeJacobian2(Jsys_IK, DOFs, jointPositions_IK,
jointAxeses_IK, linkPositions_IK,
allLinkJointMasks)
for j in range(0, len(desIdxs)):
jPart_IK.append(Jsys_IK[6 * desIdxs[j]:6 * desIdxs[j] + 6])
J_IK, JAngCom_IK = np.vsplit(np.dot(P_IK, Jsys_IK), 2)
dv_IK = cmW * (desComPos - CM_IK)
for j in range(0, len(desIdxs)):
J_IK = np.vstack((J_IK, jPart_IK[j]))
pos_IK = IKModel.getBodyPositionGlobal(desIdxs[j])
dv_IK = np.append(dv_IK, posW * (desPos[j] - pos_IK))
ori_IK = IKModel.getBodyOrientationGlobal(desIdxs[j])
dv_IK = np.append(dv_IK,
oriW * mm.logSO3(desOri[j] * ori_IK.T))
#print dv_IK[0:3]
dth_IK_solve = npl.lstsq(J_IK, dv_IK)
dth_IK_x = dth_IK_solve[0][:totalDOF]
ype.nested(dth_IK_x, dth_IK)
#print dth_IK[0][0:3]
th_IK = yct.getIntegralDOF(th_r_IK, dth_IK, dt)
pose.setDOFPositions(th_IK)
if np.dot(dv_IK, dv_IK) < threshold:
break
linkPositions_ref = motionModel.getBodyPositionsGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
footCenterOffset = np.array([
viewer.objectInfoWnd.comOffsetX.value(),
viewer.objectInfoWnd.comOffsetY.value(),
viewer.objectInfoWnd.comOffsetZ.value()
])
#CM_IK_ref = footCenter + footCenterOffset
CM_IK_ref = CM_ref + footCenterOffset
#CM_IK_ref[1] = CM_ref[1] + footCenterOffset[1]
motion[0].skeleton.getJointIndex(config['supLink'])
#IKidxs = [indexFootL[0], indexFootR[0]]
#IKdesPos = [motionModel.getBodyPositionGlobal(indexFootL[0]), motionModel.getBodyPositionGlobal(indexFootR[0])]
#for i in range(0, 2):
# #IKdesPos[i] += ModelOffset
# IKdesPos[i][1] = 0.069
#IKori = [motionModel.getBodyOrientationGlobal(indexFootL[0]), motionModel.getBodyOrientationGlobal(indexFootR[0])]
#IKdesOri = [None]*2
#for i in range(0, 2):
# IKdesOri[i] = mm.I_SO3()
IKidxs = config['Phalange'][0:1] + config['Phalange'][3:4]
print IKidxs
IKdesPos = [None] * len(IKidxs)
IKdesOri = [None] * len(IKidxs)
for i in range(0, len(IKidxs)):
#print i
IKdesPos[i] = motionModel.getBodyPositionGlobal(IKidxs[i])
IKdesPos[i][1] = 0.03
IKdesOri[i] = mm.I_SO3()
print IKdesPos
solveIK(CM_IK_ref, IKidxs, IKdesPos, IKdesOri)
# tracking
th_r_ori = motion.getDOFPositions(frame)
th_r = copy.copy(th_r_ori)
global leftHipTimer
if viewer.objectInfoWnd.onLeftHip:
leftHipTimer = 60
viewer.objectInfoWnd.onLeftHip = False
if leftHipTimer > 0:
viewer.objectInfoWnd.comOffsetX.value(
0.14 * np.sin(2 * 3.14 * leftHipTimer / 60.))
#viewer.objectInfoWnd.comOffsetZ.value(0.04*np.cos(2*3.14*leftHipTimer/90.))
#B_Hipd = viewer.objectInfoWnd.labelLeftHip.value()
#newR1 = mm.exp(mm.v3(0.0,1.0,0.0), 3.14*0.5*B_Hipd/100.)
#idx = motion[0].skeleton.getJointIndex('LeftUpLeg')
#th_r[idx] = np.dot(th_r[idx], newR1)
#idx = motion[0].skeleton.getJointIndex('RightUpLeg')
#th_r[idx] = np.dot(th_r[idx], newR1)
leftHipTimer -= 1
timeReport[0] += time.time() - curTime
curTime = time.time()
th = controlModel.getDOFPositions()
dth_r = motion.getDOFVelocities(frame)
dth = controlModel.getDOFVelocities()
ddth_r = motion.getDOFAccelerations(frame)
ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
Kt, Dt)
ddth_c = controlModel.getDOFAccelerations()
ype.flatten(ddth_des, ddth_des_flat)
ype.flatten(dth, dth_flat)
ype.flatten(ddth_c, ddth_c_flat)
# jacobian
refFootL = motionModel.getBodyPositionGlobal(supL)
refFootR = motionModel.getBodyPositionGlobal(supR)
positionFootL = [None] * footPartNum
positionFootR = [None] * footPartNum
for i in range(footPartNum):
positionFootL[i] = controlModel.getBodyPositionGlobal(
indexFootL[i])
positionFootR[i] = controlModel.getBodyPositionGlobal(
indexFootR[i])
linkPositions = controlModel.getBodyPositionsGlobal()
linkVelocities = controlModel.getBodyVelocitiesGlobal()
linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
linkInertias = controlModel.getBodyInertiasGlobal()
jointPositions = controlModel.getJointPositionsGlobal()
jointAxeses = controlModel.getDOFAxeses()
CM = yrp.getCM(linkPositions, linkMasses, totalMass)
dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
CM_plane = copy.copy(CM)
CM_plane[1] = 0.
dCM_plane = copy.copy(dCM)
dCM_plane[1] = 0.
linkPositions_ref = motionModel.getBodyPositionsGlobal()
linkVelocities_ref = motionModel.getBodyVelocitiesGlobal()
linkAngVelocities_ref = motionModel.getBodyAngVelocitiesGlobal()
linkInertias_ref = motionModel.getBodyInertiasGlobal()
CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
CM_plane_ref = copy.copy(CM_ref)
CM_plane_ref[1] = 0.
P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
linkInertias)
dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
linkVelocities, dCM,
linkAngVelocities,
linkInertias)
timeReport[1] += time.time() - curTime
curTime = time.time()
yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
linkPositions, allLinkJointMasks)
timeReport[2] += time.time() - curTime
curTime = time.time()
# yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
if frame > 0:
dJsys = (Jsys - JsysPre) * 30.
else:
dJsys = (Jsys - Jsys)
JsysPre = Jsys.copy()
timeReport[3] += time.time() - curTime
curTime = time.time()
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
CP = yrp.getCP(contactPositions, contactForces)
for i in range(len(bodyIDsToCheck)):
controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0, 255)
contactFlagFootL = [0] * footPartNum
contactFlagFootR = [0] * footPartNum
partialDOFIndex = [22, 22]
for i in range(len(bodyIDs)):
controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105, 200)
index = controlModel.id2index(bodyIDs[i])
for j in range(len(indexFootL)):
if index == indexFootL[j]:
contactFlagFootL[j] = 1
for j in range(len(indexFootR)):
if index == indexFootR[j]:
contactFlagFootR[j] = 1
for j in range(0, footPartNum):
jAngFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] +
6][3:] #.copy()
jAngFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] +
6][3:] #.copy()
dJAngFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
6][3:] #.copy()
dJAngFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
6][3:] #.copy()
jFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] + 6] #.copy()
jFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] + 6] #.copy()
dJFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
6] #.copy()
dJFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
6] #.copy()
if footPartNum == 1:
desFCL = (controlModel.getBodyPositionGlobal(supL))
desFCR = (controlModel.getBodyPositionGlobal(supR))
else:
r = .5 + desCOMOffset
desFCL = (controlModel.getBodyPositionGlobal(indexFootL[0]) * r +
controlModel.getBodyPositionGlobal(indexFootL[1]) *
(1.0 - r)
) #controlModel.getBodyPositionGlobal(indexFootL[1])
desFCR = (controlModel.getBodyPositionGlobal(indexFootR[0]) * r +
controlModel.getBodyPositionGlobal(indexFootR[1]) *
(1.0 - r)
) #controlModel.getBodyPositionGlobal(indexFootR[1])
desFC = desFCL + (desFCR - desFCL) / 2.0
desFC[1] = 0
rd_footCenter_des[0] = desFC.copy()
curRelCMVec = CM_plane - desFC
vecRatio = mm.length(curRelCMVec) * 0.
#print(frame, vecRatio)
footCenter = desFC - curRelCMVec * (vecRatio) #/10.0
footCenter = (
getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') +
getBodyGlobalPos(controlModel, motion, 'LeftPhalange_1') +
getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') +
getBodyGlobalPos(controlModel, motion, 'RightPhalange_1')) / 4.
#footCenter = (getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'LeftTalus_1') + getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'RightTalus_1'))/4.
footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
#footCenter_ref[1] = 0.
footCenter[1] = 0.
footCenterOffset = np.array([
viewer.objectInfoWnd.comOffsetX.value(), 0,
viewer.objectInfoWnd.comOffsetZ.value()
])
#footCenter += footCenterOffset
vecRatio = mm.length(curRelCMVec) * 0.
softConstPointOffset = -curRelCMVec * (vecRatio) #/10.0
#print(frame, vecRatio, softConstPointOffset)
desForeSupLAcc = [0, 0, 0]
desForeSupRAcc = [0, 0, 0]
totalNormalForce = [0, 0, 0]
for i in range(len(contactForces)):
totalNormalForce[0] += contactForces[i][0]
totalNormalForce[1] += contactForces[i][1]
totalNormalForce[2] += contactForces[i][2]
#print((totalMass*mm.s2v(wcfg.gravity))[1])
footCenterOffset = np.array([
viewer.objectInfoWnd.comOffsetX.value(),
viewer.objectInfoWnd.comOffsetY.value(),
viewer.objectInfoWnd.comOffsetZ.value()
])
######################
# optimization terms
######################
# linear momentum
CM_ref_plane = footCenter + footCenterOffset
dL_des_plane = Kl * totalMass * (CM_ref_plane -
CM_plane) - Dl * totalMass * dCM_plane
dL_des_plane[1] = Kl * totalMass * (CM_ref[1] + footCenterOffset[1] -
CM[1]) - Dl * totalMass * dCM[1]
# angular momentum
CP_ref = footCenter + footCenterOffset
timeStep = 30.
if CP_old[0] == None or CP == None:
dCP = None
else:
dCP = (CP - CP_old[0]) / (1 / timeStep)
CP_old[0] = CP
if CP != None and dCP != None:
ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
(1 / timeStep)**2)
#dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
dH_des = np.cross(
(CP_des - CM_plane),
(dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
else:
dH_des = None
# momentum matrix
RS = np.dot(P, Jsys)
R, S = np.vsplit(RS, 2)
rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
r_bias, s_bias = np.hsplit(rs, 2)
flagContact = True
if dH_des == None or np.any(np.isnan(dH_des)) == True:
flagContact = False
#viewer.doc.showRenderer('rd_grf_des', False)
#viewer.motionViewWnd.update(1, viewer.doc)
#else:
#viewer.doc.showRenderer('rd_grf_des', True)
#viewer.motionViewWnd.update(1, viewer.doc)
'''
0 : initial
1 : contact
2 : fly
3 : landing
'''
trackingW = w
#if checkAll(contactFlagFootR, 0) != 1 :
if 0: #stage == MOTION_TRACKING:
trackingW = w2
#stage = POWERFUL_BALANCING
Bt = Bt * 2
#######################
# optimization
#######################
mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)
#if flagContact == True:
# mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R, r_bias)
# mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
a_sup_2 = None
Jsup_2 = None
dJsup_2 = None
##############################
#if Jsup_2 != None:
# mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
timeReport[4] += time.time() - curTime
curTime = time.time()
r = problem.solve()
problem.clear()
ype.nested(r['x'], ddth_sol)
rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
localPos = [[0, 0, 0]]
timeReport[5] += time.time() - curTime
curTime = time.time()
for i in range(stepsPerFrame):
# apply penalty force
bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
bodyIDsToCheck, mus, Ks, Ds)
vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
contactForces)
extraForce[0] = viewer.GetForce()
if (extraForce[0][0] != 0 or extraForce[0][1] != 0
or extraForce[0][2] != 0):
forceApplyFrame += 1
#vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
applyedExtraForce[0] = extraForce[0]
if forceApplyFrame * wcfg.timeStep > 0.1:
viewer.ResetForce()
forceApplyFrame = 0
controlModel.setDOFAccelerations(ddth_sol)
controlModel.solveHybridDynamics()
vpWorld.step()
if frame % 30 == 0:
print 'elapsed time for 30 frames:', time.time() - pt[0]
# rendering
rd_footCenter[0] = footCenter
rd_CM[0] = CM.copy()
rd_CM_plane[0] = CM_plane.copy()
rd_footCenter_ref[0] = footCenter_ref
rd_CM_plane_ref[0] = CM_ref.copy()
rd_CM_ref[0] = CM_ref.copy()
rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
rd_CM_vec[0] = (CM - CM_plane)
rd_CM_des[0] = CM_ref_plane.copy()
rd_CM_des[0][1] = .01
#rd_CM_plane[0][1] = 0.
if CP != None and dCP != None:
rd_CP[0] = CP
rd_CP_des[0] = CP_des
rd_dL_des_plane[0] = dL_des_plane
rd_dH_des[0] = dH_des
rd_grf_des[
0] = totalNormalForce # - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
rd_exf_des[0] = applyedExtraForce[0]
rd_root_des[0] = rootPos[0]
rd_CMP[0] = softConstPoint
rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
constBody) - softConstPoint
#indexL = motion[0].skeleton.getJointIndex('Hips')
#indexR = motion[0].skeleton.getJointIndex('Spine1')
indexL = indexFootL[0]
indexR = indexFootR[0]
curAng = [controlModel.getBodyOrientationGlobal(indexL)]
curAngY = np.dot(curAng, np.array([0, 0, 1]))
rd_footL_vec[0] = np.copy(curAngY[0])
rd_footCenterL[0] = controlModel.getBodyPositionGlobal(indexL)
curAng = [controlModel.getBodyOrientationGlobal(indexR)]
curAngY = np.dot(curAng, np.array([0, 0, 1]))
rd_footR_vec[0] = np.copy(curAngY[0])
rd_footCenterR[0] = controlModel.getBodyPositionGlobal(indexR)
if (forceApplyFrame == 0):
applyedExtraForce[0] = [0, 0, 0]
timeReport[6] += time.time() - curTime
