Example #1
0
 def wait_init_position(self, rs):
   if rhPosTask.eval().norm() < 0.1 and rhPosTask.speed().norm() < 0.001 and lhPosTask.eval().norm() < 0.1 and lhPosTask.speed().norm() < 0.001:
     # move the x and y location of the CoM target to the left foot center
     desired_com = rbd.computeCoM(romeo.mb, romeo.mbc)
     lFoot_translation = lFoot.X_0_s(romeo).translation()
     desired_com[0] = lFoot_translation[0]
     desired_com[1] = lFoot_translation[1]
     comTask.com(desired_com)
     self.checkSequence()
     print 'transferring CoM'
 def wait_init_position(self, rs):
   # if rhPosTask.eval().norm() < 0.1 and rhPosTask.speed().norm() < 0.001 and lhPosTask.eval().norm() < 0.1 and lhPosTask.speed().norm() < 0.001:
   if comTask.eval().norm() < 0.1 and comTask.speed().norm() < 0.001 :
     # move the x and y location of the CoM target to the left foot center
     desired_com = rbd.computeCoM(romeo.mb, romeo.mbc)
     #lFoot_translation = lFoot.X_0_s(romeo).translation()
     #desired_com[0] = lFoot_translation[0]
     #desired_com[1] = lFoot_translation[1]
     comTask.com(desired_com)
     self.init_goal_com = comTask.com()
     # self.imarker_com = AbstractInteractiveMarker('com_goal', self.init_goal_com)
     self.checkSequence()
     print 'transferring CoM'
Example #3
0
    def computeAndFill(self, mb, mbc, zmp_des, com_des, footStep_des):
        # update Center of Mass state
        comPos = rbd.computeCoM(mb, mbc)
        comVel = rbd.computeCoMVelocity(mb, mbc)
        comAcc = rbd.computeCoMAcceleration(mb, mbc)

        # angular frequency of the Linearized Inverted Pendulum Model
        omega = np.sqrt(9.81 / comPos[2])

        #  Zero Moment Point and Capture Point
        zmp = rbd.computeCentroidalZMP(mbc, comPos, comAcc, 0.)
        capturePoint = comPos + (comVel / omega)
        capturePoint[2] = 0.0

        delta_corr = zmp

        # fill the markers
        self.fill(zmp, zmp_des, comPos, com_des, footStep_des, capturePoint,
                  delta_corr)
    lf_pos_goal = lFoot.X_0_s(hrp4).translation() - lFoot.X_b_s.translation()
    #  lfPosTask, lfPosTaskTr = positionTrackingTask(robots, hrp4_index, 'l_ankle', lf_pos_goal,
    #                                                5., 5., 100000.)
    lfPosTask, lfPosTaskTr = positionTask(robots, hrp4_index, 'l_ankle',
                                          lf_pos_goal, 5., 100000.)

    lf_ori_goal = lFoot.X_0_s(hrp4).rotation()
    lfOriTask, lfOriTaskSp = orientationTask(robots, hrp4_index, 'l_ankle',
                                             lf_ori_goal, 5., 10000.)

    torsoOriTask, torsoOriTaskSp =\
    orientationTask(robots, hrp4_index, 'torso', list(hrp4.mbc.bodyPosW)[hrp4.bodyIndexByName('torso')].rotation(), 10., 200.)
    #    orientationTask(robots, hrp4_index, 'torso', Matrix3d.Identity(), 10., 200.)
    #    orientationTask(robots, hrp4_index, 'torso', list(hrp4.mbc.bodyPosW)[hrp4.bodyIndexByName('torso')].rotation(), 10., 200.)

    compp = rbd.computeCoM(hrp4.mb, hrp4.mbc) + Vector3d(0.0, 0, 0)
    compp[0] = -0.003653 + 0.0
    comTask, comTaskTr = comTrajectoryTask(robots, hrp4_index, compp, 5., 5.,
                                           10000.)

    # allow the CoM to move in the Z direction
    comTaskTr.dimWeight(toEigenX(np.mat([1., 1., 0.1]).T))

    # allow the torso to rotate about the Z world axis
    torsoOriTaskSp.dimWeight(toEigenX(np.mat([1., 1., 0.1]).T))

    qpsolver.solver.addTask(rfPosTaskTr)
    qpsolver.solver.addTask(rfOriTaskSp)
    #
    qpsolver.solver.addTask(lfPosTaskTr)
    qpsolver.solver.addTask(lfOriTaskSp)
Example #5
0
  def callWPG(self, qpsolver, comTask, comTaskTr, torsoOriTask, \
              rfPosTaskTr, lfPosTaskTr, rfOriTask, lfOriTask, c1L, c1R):
    self.RFootHelper=task_playback_helper(self.robot, 'r_ankle',rfPosTaskTr)
    self.LFootHelper=task_playback_helper(self.robot, 'l_ankle',lfPosTaskTr)
    if len(self.zmpcom)>0:
      print '\n ========== wPG iteration ', self.wPG_iters
      self.wPG_iters += 1
      zmp_com_now = self.zmpcom.pop(0)

      # take the computed com state of the QP
      comPos = rbd.computeCoM(self.robot.mb, self.robot.mbc)
      self.pos_com.write(str(comPos[0])+" "+str(comPos[1])+" "+str(comPos[2])+"\n")
      
#      comVel = rbd.computeCoMVelocity(self.robot.mb, self.robot.mbc)

      # update state with walking pattern generator
      self.comRefPos = Vector3d(zmp_com_now[4]+0.0, zmp_com_now[5], zmp_com_now[6])
#      bu0 = 800
#      bu1 = 1400
#      bu2 = 1400 
#      bun = 2885
#      
#      if self.wPG_iters<=bu0:
#          self.comRefPos = Vector3d(zmp_com_now[4]+0.015, zmp_com_now[5], zmp_com_now[6])
#      elif self.wPG_iters<=bu1:
#          self.comRefPos = Vector3d(zmp_com_now[4]+0.015-(self.wPG_iters-bu0)*(0.005/(bu1-bu0)), zmp_com_now[5], zmp_com_now[6])
#      elif self.wPG_iters<=bu2:
#          self.comRefPos = Vector3d(zmp_com_now[4]+0.01, zmp_com_now[5], zmp_com_now[6])
#      elif self.wPG_iters<=bun:
#          self.comRefPos = Vector3d(zmp_com_now[4]+0.01, zmp_com_now[5], zmp_com_now[6])          

      self.comRefVel = Vector3d(zmp_com_now[7], zmp_com_now[8], zmp_com_now[9])
      self.comRefAccel = Vector3d(zmp_com_now[10], zmp_com_now[11], zmp_com_now[12])

      comTask.com(self.comRefPos)
      comTaskTr.refVel(toVecX(self.comRefVel))
      comTaskTr.refAccel(toVecX(self.comRefAccel))

      self.stateType = zmp_com_now[0] #0=TDS, 1=LSS, 2=RSS
      self.zmp_des[0] = zmp_com_now[1]
      self.zmp_des[1] = zmp_com_now[2]

      #TODO: very unsure of this part
      if ((self.stateType != self.previousStateType) and (self.previousStateType==0)):
        next_pstep=self.pstep.pop(0)
        self.nextStepPos = [next_pstep[0], next_pstep[1]]
        self.next_step_angle=next_pstep[2]

      # prevents a bug caused by the orientation task dimWeight #TODO: fix properly in Tasks self.initAlpha * 
      torsoOriTask.orientation(sva.RotZ((self.last_rotation_angle_rfoot + self.last_rotation_angle_lfoot)/2.))

      # double support
      if self.stateType==0:
        print 'state TDS'
        if not (self.previousStateType == 0):
          qpsolver.setContacts([c1L, c1R])
          qpsolver.update()
          print '------------updating contact state'

      # left single support
      elif self.stateType==1:
        self.swingFoot = self.rFoot
        print 'state LSS'
        if (self.previousStateType == 0):
          qpsolver.setContacts([c1L])
          qpsolver.update()
          print '------------updating contact state'
          self.last_rotation_angle_rfoot = self.next_step_angle
          
      # right single support
      elif self.stateType==2:
        self.swingFoot = self.lFoot
        print 'state RSS'
        if (self.previousStateType == 0):
          qpsolver.setContacts([c1R])
          qpsolver.update()
          print '------------updating contact state'
          self.last_rotation_angle_lfoot = self.next_step_angle
          
      rFootPos=Vector3d(zmp_com_now[22],zmp_com_now[23],zmp_com_now[24])
      rFootVel=Vector3d(zmp_com_now[25],zmp_com_now[26],zmp_com_now[27])
      rFootAcc=Vector3d(zmp_com_now[28],zmp_com_now[29],zmp_com_now[30])
#      rFootVel=Vector3d(0,0,0)
#      rFootAcc=Vector3d(0,0,0)
#      print self.RFootHelper.bodyState.getPosW()
      self.pos_r.write(str(self.RFootHelper.bodyState.getPosW()[0])+" "+str(self.RFootHelper.bodyState.getPosW()[1])+" "+str(self.RFootHelper.bodyState.getPosW()[2])+"\n")      
      self.RFootHelper.update(rFootPos,rFootVel,rFootAcc)
      self.rot_r.write(str(self.RFootHelper.bodyState.getOriW())+"\n")  
      rfOriTask.orientation(sva.RotX(zmp_com_now[34])*sva.RotY(zmp_com_now[35])*sva.RotZ(zmp_com_now[36]))
       
      lFootPos=Vector3d(zmp_com_now[13],zmp_com_now[14],zmp_com_now[15])
      lFootVel=Vector3d(zmp_com_now[16],zmp_com_now[17],zmp_com_now[18])
      lFootAcc=Vector3d(zmp_com_now[19],zmp_com_now[20],zmp_com_now[21])
#      lFootVel=Vector3d(0,0,0)
#      lFootAcc=Vector3d(0,0,0)
#      print self.LFootHelper.bodyState.getPosW()
      self.pos_l.write(str(self.LFootHelper.bodyState.getPosW()[0])+" "+str(self.LFootHelper.bodyState.getPosW()[1])+" "+str(self.LFootHelper.bodyState.getPosW()[2])+"\n")      
      self.LFootHelper.update(lFootPos,lFootVel,lFootAcc)
      self.rot_l.write(str(self.LFootHelper.bodyState.getOriW())+"\n")      
      lfOriTask.orientation(sva.RotX(zmp_com_now[31])*sva.RotY(zmp_com_now[32])*sva.RotZ(zmp_com_now[33]))
     
      # used to compare if contact state needs updating
      self.previousStateType = self.stateType
      
#      print zmp_com_now[22],zmp_com_now[23],zmp_com_now[24]
#      print zmp_com_now[25],zmp_com_now[26],zmp_com_now[27]
#      print zmp_com_now[28],zmp_com_now[29],zmp_com_now[30]
#      
#      print zmp_com_now[13],zmp_com_now[14],zmp_com_now[15]
#      print zmp_com_now[16],zmp_com_now[17],zmp_com_now[18]
#      print zmp_com_now[19],zmp_com_now[20],zmp_com_now[21]

    else:
      self.pos_r.write(str(self.RFootHelper.bodyState.getPosW()[0])+" "+str(self.RFootHelper.bodyState.getPosW()[1])+" "+str(self.RFootHelper.bodyState.getPosW()[2])+"\n")      
      self.pos_l.write(str(self.LFootHelper.bodyState.getPosW()[0])+" "+str(self.LFootHelper.bodyState.getPosW()[1])+" "+str(self.LFootHelper.bodyState.getPosW()[2])+"\n")      
      self.rot_r.write(str(self.RFootHelper.bodyState.getOriW())+"\n")      
      self.rot_l.write(str(self.LFootHelper.bodyState.getOriW())+"\n")      
      
      self.pos_r.close()
      self.pos_l.close()
      self.rot_r.close()
      self.rot_l.close()
      self.pos_com.close()
    
      
      print 'wPG ended with ', self.wPG_iters - 1, ' iterations'
      self.hasEnded = True
Example #6
0
                                        rh_pos_goal,
                                        5., 1000., rHand.X_b_s.translation())
  rhOriTask, rhOriTaskSp = orientationTask(robots, romeo_index, 'r_wrist', rhand_rotation_goal,
                                         5., 100.)
  lhPosTask, lhPosTaskSp = positionTask(robots, romeo_index, 'l_wrist',
                                        lh_pos_goal,
                                        5., 1000., lHand.X_b_s.translation())
  lhOriTask, lhOriTaskSp = orientationTask(robots, romeo_index, 'l_wrist', lhand_rotation_goal,
                                           5., 100.)
  torsoOriTask, torsoOriTaskSp = orientationTask(robots, romeo_index, 'torso',
                                                 Matrix3d.Identity(), 10., 10.)
  headOriTask, headOriTaskSp = orientationTask(robots, romeo_index, 'HeadRoll_link',
                                                 Matrix3d.Identity(), 10., 10.)

  # move the CoM to the center of the support, TODO: remove this if a better half-sitting is available
  com_init = rbd.computeCoM(romeo.mb, romeo.mbc)
  com_init[0] = 0.
  com_init[1] = 0.
  comTask, comTaskSp = comTask(robots, romeo_index, com_init,
                               5., 100000.)

  # add tasks to the solver
  qpsolver.solver.addTask(rhPosTaskSp)
  qpsolver.solver.addTask(rhOriTaskSp)
  qpsolver.solver.addTask(lhPosTaskSp)
  qpsolver.solver.addTask(lhOriTaskSp)

  qpsolver.solver.addTask(torsoOriTaskSp)
  qpsolver.solver.addTask(headOriTaskSp)
  qpsolver.solver.addTask(comTaskSp)
  qpsolver.solver.addTask(postureTask1)
Example #7
0
    def test(self):
        mb1, mbc1Init = arms.makeZXZArm(
            True, sva.PTransformd(eigen.Vector3d(-0.5, 0, 0)))
        rbdyn.forwardKinematics(mb1, mbc1Init)
        rbdyn.forwardVelocity(mb1, mbc1Init)

        mb2, mbc2Init = arms.makeZXZArm(
            True, sva.PTransformd(eigen.Vector3d(0.5, 0, 0)))
        rbdyn.forwardKinematics(mb2, mbc2Init)
        rbdyn.forwardVelocity(mb2, mbc2Init)

        if not LEGACY:
            X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
            X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
        else:
            X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
            X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
        X_b1_b2 = X_0_b2 * X_0_b1.inv()

        if not LEGACY:
            mbs = rbdyn.MultiBodyVector([mb1, mb2])
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbs = [mb1, mb2]
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]

        nrGen = 3
        solver = tasks.qp.QPSolver()

        contVec = [
            tasks.qp.UnilateralContact(0, 1, "b3", "b3",
                                       [eigen.Vector3d.Zero()],
                                       sva.RotX(math.pi / 2), X_b1_b2, nrGen,
                                       0.7)
        ]

        if not LEGACY:
            posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
        else:
            posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2,
                                                1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2,
                                                1)
        comD = (rbdyn.computeCoM(mb1, mbc1Init) + rbdyn.computeCoM(
            mb2, mbc2Init)) / 2 + eigen.Vector3d(0, 0, 0.5)
        multiCoM = tasks.qp.MultiCoMTask(mbs, [0, 1], comD, 10, 500)
        multiCoM.updateInertialParameters(mbs)

        contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

        solver.addTask(posture1Task)
        solver.addTask(posture2Task)

        solver.nrVars(mbs, contVec, [])

        solver.addTask(mbs, multiCoM)
        contCstrSpeed.addToSolver(mbs, solver)

        solver.updateConstrSize()

        self.assertEqual(solver.nrVars(), 3 + 3 + 1 * nrGen)

        for i in range(2000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])
            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

        self.assertAlmostEqual(multiCoM.speed().norm(), 0, delta=1e-3)

        contCstrSpeed.removeFromSolver(solver)
        solver.removeTask(posture1Task)
        solver.removeTask(posture2Task)
        solver.removeTask(multiCoM)
        def run(self, rs):
            if self.stopCB is not None and self.stopCB.check():
                print 'stopping'
                self.stopCB = None
                self.isRunning = True
                self.hsCB = stopMotion(robots, qpsolver, postureTask1, None,
                                       rbdList(hrp4.mbc.q))
                self.fsm = self.waitHS

            if self.isRunning:
                if not qpsolver.run():
                    print 'FAIL !!!'
                    self.isRunning = False
                    return
                curTime = rs.header.stamp

                # update the center of mass state
                rbd.forwardAcceleration(hrp4.mb, hrp4.mbc)
                self.com = rbd.computeCoM(hrp4.mb, hrp4.mbc)
                self.comA = rbd.computeCoMAcceleration(hrp4.mb, hrp4.mbc)

                if self.fsm == self.wPGiteration:
                    # Update ZMP to be published
                    self.zmp_d = Vector3d(self.playbackBridge.zmp_des[0],
                                          self.playbackBridge.zmp_des[1], 0.0)

                    # markers for debugging the walking pattern generator
                    if self.isWPGMarkerPublished:
                        self.zmp_actual = rbd.computeCentroidalZMP(
                            hrp4.mbc, self.com, self.comA, 0.)

                        # TODO: use the new API for this!
                        #compute capture point:
                        omega = np.sqrt(
                            9.81 /
                            self.playbackBridge.robot_params.com_height_)
                        #            omega = np.sqrt(9.81/rbd.computeCoM(hrp4.mb, hrp4.mbc)[2])
                        comVel = rbd.computeCoMVelocity(hrp4.mb, hrp4.mbc)
                        capturePoint = self.com + (comVel / omega)
                        capturePoint[2] = 0.0

                        #            robotH = hrp4
                        #            bodyIdxR = robotH.bodyIndexByName('r_ankle')
                        #            posR=(list(robotH.mbc.bodyPosW)[bodyIdxR]).translation()
                        #            rotR=(list(robotH.mbc.bodyPosW)[bodyIdxR]).rotation()
                        #
                        #            bodyIdxL = robotH.bodyIndexByName('l_ankle')
                        #            posL=(list(robotH.mbc.bodyPosW)[bodyIdxL]).translation()
                        #            rotL=(list(robotH.mbc.bodyPosW)[bodyIdxL]).rotation()

                        # walking pattern generator RViZ markers
                        wpg_markers.fill(
                            self.zmp_actual, self.zmp_d, self.com,
                            self.playbackBridge.comRefPos, [
                                self.playbackBridge.nextStepPos[0],
                                self.playbackBridge.nextStepPos[1], 0.0
                            ], capturePoint)
                        wpg_markers.publish()

                # Publish all
#        hrp4Stab.publishZMPDesired(curTime, self.zmp_d)
                hrp4Stab.publish(curTime, self.com, self.comA)

                hrp4Jsp.publish(curTime)
                qpsolver.send(curTime)

                self.fsm(rs)
Example #9
0
  r1SelfCollisionConstraint.addCollisions(robots, cols)

  qpsolver.addConstraintSet(contactConstraint)
  qpsolver.addConstraintSet(dynamicsConstraint1)
  qpsolver.addConstraintSet(r1SelfCollisionConstraint)

  # Useful robot surfaces
  rFoot = romeo.surfaces['Rfoot']
  lFoot = romeo.surfaces['Lfoot']

  # Setting up the tasks
  postureTask1 = tasks.qp.PostureTask(robots.mbs, romeo_index,
                                      romeo_q, 0.1, 10.)
  torsoOriTask, torsoOriTaskSp = orientationTask(robots, romeo_index, 'torso',
                                                 Matrix3d.Identity(), 10., 10.)
  comTask, comTaskSp = comTask(robots, romeo_index, rbd.computeCoM(romeo.mb, romeo.mbc),
                               5., 100000.)

  # add tasks to the solver
  qpsolver.solver.addTask(torsoOriTaskSp)
  qpsolver.solver.addTask(comTaskSp)
  qpsolver.solver.addTask(postureTask1)

  # setup all
  c1L = MRContact(romeo_index, env_index,
                  lFoot, env.surfaces['AllGround'])
  c1R = MRContact(romeo_index, env_index,
                  rFoot, env.surfaces['AllGround'])

  qpsolver.setContacts([c1L, c1R])
  qpsolver.update()
Example #10
0
 def g(self, mb, mbc):
     return e.toNumpy(rbd.computeCoM(mb, mbc) - self.com_T)
Example #11
0
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm(True, sva.PTransformd(eigen.Vector3d(-0.5, 0, 0)))
    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)

    mb2, mbc2Init = arms.makeZXZArm(True, sva.PTransformd(eigen.Vector3d(0.5, 0, 0)))
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
      X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
    else:
      X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
      X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
    X_b1_b2 = X_0_b2*X_0_b1.inv()

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    nrGen = 3
    solver = tasks.qp.QPSolver()

    contVec = [ tasks.qp.UnilateralContact(0, 1, "b3", "b3", [eigen.Vector3d.Zero()], sva.RotX(math.pi/2), X_b1_b2, nrGen, 0.7) ]

    if not LEGACY:
      posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
    else:
      posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2, 1)
    comD = (rbdyn.computeCoM(mb1, mbc1Init) + rbdyn.computeCoM(mb2, mbc2Init))/2 + eigen.Vector3d(0, 0, 0.5)
    multiCoM = tasks.qp.MultiCoMTask(mbs, [0,1], comD, 10, 500)
    multiCoM.updateInertialParameters(mbs)

    contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

    solver.addTask(posture1Task)
    solver.addTask(posture2Task)

    solver.nrVars(mbs, contVec, [])

    solver.addTask(mbs, multiCoM)
    contCstrSpeed.addToSolver(mbs, solver)

    solver.updateConstrSize()

    self.assertEqual(solver.nrVars(), 3 + 3 + 1*nrGen)

    for i in range(2000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])
      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

    self.assertAlmostEqual(multiCoM.speed().norm(), 0, delta = 1e-3)

    contCstrSpeed.removeFromSolver(solver)
    solver.removeTask(posture1Task)
    solver.removeTask(posture2Task)
    solver.removeTask(multiCoM)
Example #12
0
    mbg, mb, mbc = TutorialTree()
    quat = e.Quaterniond(np.pi / 3., e.Vector3d(0.1, 0.5, 0.3).normalized())
    mbc.q = [[], [3. * np.pi / 4.], [np.pi / 3.], [-3. * np.pi / 4.], [0.],
             [quat.w(), quat.x(), quat.y(),
              quat.z()]]
    rbd.forwardKinematics(mb, mbc)
    rbd.forwardVelocity(mb, mbc)

    # target frame
    X_O_T = sva.PTransformd(sva.RotY(np.pi / 2.), e.Vector3d(1.5, 0.5, 1.))
    X_b5_ef = sva.PTransformd(sva.RotX(-np.pi / 2.), e.Vector3d(0., 0.2, 0.))

    # create the task
    bodyTask = BodyTask(mb, mbg.bodyIdByName("b5"), X_O_T, X_b5_ef)
    postureTask = PostureTask(mb, map(list, mbc.q))
    comTask = CoMTask(mb, rbd.computeCoM(mb, mbc) + e.Vector3d(0., 0.5, 0.))

    tasks = [(100., bodyTask), ((0., 10000., 0.), comTask), (1., postureTask)]
    q_res = None
    X_O_p_res = None
    alphaInfList = []
    for iterate, q, alpha, alphaInf in\
        multiTaskIk(mb, mbc, tasks, delta=1., maxIter=200, prec=1e-8):
        q_res = q
        alphaInfList.append(alphaInf)

    print 'iter number', len(alphaInfList)
    print 'last alpha norm', alphaInfList[-1]
    print
    print 'bodyTask error:', bodyTask.g(mb, mbc).T
    print 'postureTask error:', postureTask.g(mb, mbc).T
  #                                       5., 1000., rFoot.X_b_s.translation())
  # rfOriTask, rfOriTaskSp = orientationTask(robots, romeo_index, 'r_ankle', rf_ori_goal,
  #                                          5., 100.)
  
  rhOriTask, rhOriTaskSp = orientationTask(robots, romeo_index, 'r_wrist', hand_rotation_goal,
                                           2., 100.)
  torsoOriTask, torsoOriTaskSp = orientationTask(robots, romeo_index, 'torso',
                                                 Matrix3d.Identity(), 1., 15.)  #2., 15.
  headOriTask, headOriTaskSp = orientationTask(robots, romeo_index, 'HeadRoll_link',
                                                 list(romeo.mbc.bodyPosW)[romeo.bodyIndexByName('HeadRoll_link')].rotation(), 10., 10.)
  # comTask, comTaskSp = comTask(robots, romeo_index, rbd.computeCoM(romeo.mb, romeo.mbc),
  #                              5., 100000.)

  # print "COM:" , rbd.computeCoM(romeo.mb, romeo.mbc) # : -0.0482481,-2.00112e-09, 0.694905

  comTask, comTaskSp = comTask(robots, romeo_index, Vector3d(-0.02, 0, rbd.computeCoM(romeo.mb, romeo.mbc)[2]),
                               5., 100000.)
  # Set up tasks 
  # Transformation from r_wrist to hand target
  trans = (0.033096434903, 0.0486815138012, 0.0318448350088)
  quat = (0.577328318474, 0.0275670521388, 0.110292994864, 0.80855891907)
  offset_X_b_s = transform.fromTf(trans, quat)

  rhPbvsTask, rhPbvsTaskSp = pbvsTask(robots, romeo_index, 'r_wrist',
                                     sva.PTransformd.Identity(),
                                     1.5, 2500., offset_X_b_s) # 1000
  # rhPbvsTask, rhPbvsTaskSp = pbvsTask(robots, romeo_index, 'r_wrist',
  #                                    sva.PTransformd.Identity(),
  #                                    5., 1000.)

  rhPosTask, rhPosTaskSp = positionTask(robots, romeo_index, 'r_wrist',
    def callWPG(self, qpsolver, comTask, comTaskTr, torsoOriTask, \
                rfPosTaskTr, lfPosTaskTr, rfOriTask, lfOriTask, c1L, c1R,rs):

        #    raw_input('wait user input')

        #    self.LoopControlHelper.update(rs)

        if self.wPG_iters == 1:
            q0 = rbdList(self.LoopControlHelper.robotW.mbc.q)[0]
            quatIMU = Quaterniond(q0[0], q0[1], q0[2], q0[3])
            quatIMU.normalize()
            self.LoopControlHelper.rotInitIMU = quatIMU.toRotationMatrix()
            self.LoopControlHelper.rotInitIMUinv = self.LoopControlHelper.rotInitIMU.inverse(
            )

        self.RFootHelper = task_playback_helper(self.robot, 'r_ankle',
                                                rfPosTaskTr)
        self.LFootHelper = task_playback_helper(self.robot, 'l_ankle',
                                                lfPosTaskTr)

        #    self.RWFootHelper=task_playback_helper(self.robotW, 'r_ankle',rfPosTaskTr)
        #    self.LWFootHelper=task_playback_helper(self.robotW, 'l_ankle',lfPosTaskTr)

        #    print self.LFootHelper.bodyState.getOriW()
        #    print self.LWFootHelper.bodyState.getOriW()

        #    self.LoopControlHelper.update(rs)

        #    print 'delta comVel'
        #    print self.LoopControlHelper.comVelDesired-self.LoopControlHelper.comVelMesured_
        #    print 'delta comPos'
        #    print (self.LoopControlHelper.comPosDesired-(self.LoopControlHelper.footRPosFixed+self.LoopControlHelper.footLPosFixed)/2)-(self.LoopControlHelper.comPosMesured_-(self.LoopControlHelper.footRPosMesured_+self.LoopControlHelper.footLPosMesured_)/2)
        #    print 'delta zmpPos'
        #    print (self.LoopControlHelper.zmpPosDesired-(self.LoopControlHelper.footRPosFixed+self.LoopControlHelper.footLPosFixed)/2)-(self.LoopControlHelper.zmpPosMesured_-(self.LoopControlHelper.footRPosMesured_+self.LoopControlHelper.footLPosMesured_)/2)

        #    if self.IsWalkActiv==False:
        #      self.LoopControlHelper.update(self.robot,self.robotW,
        #                                  self.RWFootHelper,self.LWFootHelper,
        #                                  rs.wrench[iR],rs.wrench[iL])

        #    if self.IsWalkActiv:
        #      nbiter=160
        ##      nbiter=len(self.zmpcom)>0:
        #    else:
        #      nbiter=2000

        #    if self.wPG_iters<nbiter:
        if True:
            print '\n ========== wPG iteration ', self.wPG_iters
            self.wPG_iters += 1

            # take the computed com state of the QP
            comPos = rbd.computeCoM(self.robot.mb, self.robot.mbc)

            #      comVel = rbd.computeCoMVelocity(self.robot.mb, self.robot.mbc)
            if hasattr(self.LoopControlHelper, 'footRForceMesured'):
                #        CheckingFloorContact=sqrt(self.LoopControlHelper.footRForceMesured[0]**2+self.LoopControlHelper.footRForceMesured[1]**2+self.LoopControlHelper.footRForceMesured[2]**2+
                #                              (self.LoopControlHelper.footLForceMesured[0]**2+self.LoopControlHelper.footLForceMesured[1]**2+self.LoopControlHelper.footLForceMesured[2]**2))
                CheckingFloorContact = sqrt(
                    (self.LoopControlHelper.footRForceMesured[0] +
                     self.LoopControlHelper.footLForceMesured[0])**2 +
                    (self.LoopControlHelper.footRForceMesured[1] +
                     self.LoopControlHelper.footLForceMesured[1])**2 +
                    (self.LoopControlHelper.footRForceMesured[2] +
                     self.LoopControlHelper.footLForceMesured[2])**2)
                if CheckingFloorContact < self.LoopControlHelper.M * 9.81 / 2:
                    self.IsControlLoopActiv = False

            if self.IsDebugWalking:
                ktoto = 0.05
                maxcounterwalk = 500.0

                if self.counterWalk > maxcounterwalk:
                    self.IsWalkActiv = False

                # update state with walking pattern generator
                if self.IsControlLoopActiv and not self.IsWalkActiv:
                    self.comRefPos = self.LoopControlHelper.comPosDesired
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]
                    self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.stateType = 0

                    if self.counterWalk > maxcounterwalk:
                        self.comRefPos[1] = ktoto
                        self.comRefVel[1] = 0
                        self.comRefAccel[1] = 0
                        self.zmp_des[1] = ktoto

                elif not self.IsControlLoopActiv and self.IsWalkActiv:
                    #        # update state with walking pattern generator
                    self.comRefPos = self.LoopControlHelper.comPosDesired
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]
                    self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.stateType = 0

                    if self.counterWalk is None:
                        self.counterWalk = 1

                    if self.counterWalk <= maxcounterwalk:
                        self.comRefPos[1] = (
                            1 - cos(self.counterWalk / maxcounterwalk *
                                    np.pi)) / 2 * ktoto
                        self.comRefVel[1] = (sin(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * np.pi / maxcounterwalk * 0
                        self.comRefAccel[1] = (cos(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * (np.pi / maxcounterwalk) * (
                                np.pi / maxcounterwalk) * 0
                        self.zmp_des[1] = -self.comRefAccel[
                            1] * 0.78 / 9.81 + self.comRefPos[1]
                        self.counterWalk += 1
                        self.LoopControlHelper.comPosDesired[
                            1] = self.comRefPos[1]
                        self.LoopControlHelper.zmpPosDesired[1] = self.zmp_des[
                            1]
                    elif self.counterWalk > maxcounterwalk:
                        self.comRefPos[1] = ktoto
                        self.comRefVel[1] = 0
                        self.comRefAccel[1] = 0
                        self.zmp_des[1] = ktoto
                        self.LoopControlHelper.comPosDesired[
                            1] = self.comRefPos[1]
                        self.LoopControlHelper.zmpPosDesired[1] = self.zmp_des[
                            1]

                elif self.IsWalkActiv:
                    self.comRefPos = self.LoopControlHelper.comPosDesired
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]
                    self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.stateType = 0

                    if self.counterWalk is None:
                        self.counterWalk = 1

                    if self.counterWalk <= maxcounterwalk:
                        self.comRefPos[1] = (
                            1 - cos(self.counterWalk / maxcounterwalk *
                                    np.pi)) / 2 * ktoto
                        self.comRefVel[1] = (sin(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * np.pi / maxcounterwalk * 0
                        self.comRefAccel[1] = (cos(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * (np.pi / maxcounterwalk) * (
                                np.pi / maxcounterwalk) * 0
                        self.zmp_des[1] = -self.comRefAccel[
                            1] * 0.78 / 9.81 + self.comRefPos[1]
                        self.counterWalk += 1
                        self.LoopControlHelper.comPosDesired[
                            1] = self.comRefPos[1]
                        self.LoopControlHelper.zmpPosDesired[1] = self.zmp_des[
                            1]
                    elif self.counterWalk > maxcounterwalk:
                        self.comRefPos[1] = ktoto
                        self.comRefVel[1] = 0
                        self.comRefAccel[1] = 0
                        self.zmp_des[1] = ktoto
                        self.LoopControlHelper.comPosDesired[
                            1] = self.comRefPos[1]
                        self.LoopControlHelper.zmpPosDesired[1] = self.zmp_des[
                            1]

                else:
                    self.comRefPos = self.LoopControlHelper.comPosDesired
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]
                    self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.stateType = 0

                    if self.counterWalk > maxcounterwalk:
                        self.comRefPos[1] = ktoto
                        self.comRefVel[1] = 0
                        self.comRefAccel[1] = 0
                        self.zmp_des[1] = ktoto
                        self.LoopControlHelper.comPosDesired[
                            1] = self.comRefPos[1]
                        self.LoopControlHelper.zmpPosDesired[1] = self.zmp_des[
                            1]
            else:
                ktoto = 0.0
                maxcounterwalk = 500.0

                if self.IsWalkActiv and len(self.zmpcom) > 0:
                    zmp_com_now = self.zmpcom.pop(0)
                else:
                    self.IsWalkActiv = False
                # update state with walking pattern generator
                if self.IsControlLoopActiv and not self.IsWalkActiv:
                    #        self.comRefPos = self.LoopControlHelper.comPosWanted
                    #        self.comRefVel = self.LoopControlHelper.comVelWanted
                    #        self.comRefAccel = self.LoopControlHelper.comAccWanted
                    self.comRefPos = self.LoopControlHelper.comPosDesired + Vector3d(
                        ktoto, 0, 0)

                    self.LoopControlHelper.comVelDesired = Vector3d().Zero()
                    self.LoopControlHelper.comAccDesire = Vector3d().Zero()
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    #        self.zmp_des[0] = self.LoopControlHelper.zmpPosWanted[0]
                    #        self.zmp_des[1] = self.LoopControlHelper.zmpPosWanted[1]
                    #          self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]+ktoto
                    #          self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.zmp_des[0] = self.comRefPos[0]
                    self.zmp_des[1] = self.comRefPos[1]
#          self.stateType = 0

                elif self.IsControlLoopActiv and self.IsWalkActiv:
                    # update state with walking pattern generator
                    self.LoopControlHelper.comPosDesired = Vector3d(
                        zmp_com_now[4] + ktoto, zmp_com_now[5], 0.780678)
                    self.LoopControlHelper.comVelDesired = Vector3d(
                        zmp_com_now[7], zmp_com_now[8], zmp_com_now[9])
                    self.LoopControlHelper.comAccDesired = Vector3d(
                        zmp_com_now[10], zmp_com_now[11], zmp_com_now[12])

                    self.LoopControlHelper.previousStateType = self.stateType
                    self.LoopControlHelper.stateType = zmp_com_now[0]
                    self.LoopControlHelper.zmpPosDesired[
                        0] = zmp_com_now[1] + ktoto
                    self.LoopControlHelper.zmpPosDesired[1] = zmp_com_now[2]

                    self.comRefPos = Vector3d(zmp_com_now[4] + ktoto,
                                              zmp_com_now[5], 0.780678)
                    self.comRefVel = Vector3d(zmp_com_now[7], zmp_com_now[8],
                                              zmp_com_now[9])
                    self.comRefAccel = Vector3d(zmp_com_now[10],
                                                zmp_com_now[11],
                                                zmp_com_now[12])

                    self.previousStateType = self.stateType
                    self.stateType = zmp_com_now[0]  #0=TDS, 1=LSS, 2=RSS
                    self.zmp_des[0] = zmp_com_now[1] + ktoto
                    self.zmp_des[1] = zmp_com_now[2]

                elif self.IsWalkActiv:
                    self.LoopControlHelper.comPosDesired = Vector3d(
                        zmp_com_now[4] + ktoto, zmp_com_now[5], 0.780678)
                    self.LoopControlHelper.comVelDesired = Vector3d(
                        zmp_com_now[7], zmp_com_now[8], zmp_com_now[9])
                    self.LoopControlHelper.comAccDesired = Vector3d(
                        zmp_com_now[10], zmp_com_now[11], zmp_com_now[12])

                    self.LoopControlHelper.previousStateType = self.stateType
                    self.LoopControlHelper.stateType = zmp_com_now[0]
                    self.LoopControlHelper.zmpPosDesired[
                        0] = zmp_com_now[1] + ktoto
                    self.LoopControlHelper.zmpPosDesired[1] = zmp_com_now[2]

                    # update state with walking pattern generator
                    self.comRefPos = Vector3d(zmp_com_now[4] + ktoto,
                                              zmp_com_now[5], 0.780678)
                    self.comRefVel = Vector3d(zmp_com_now[7], zmp_com_now[8],
                                              zmp_com_now[9])
                    self.comRefAccel = Vector3d(zmp_com_now[10],
                                                zmp_com_now[11],
                                                zmp_com_now[12])

                    self.previousStateType = self.stateType
                    self.stateType = zmp_com_now[0]  #0=TDS, 1=LSS, 2=RSS
                    self.zmp_des[0] = zmp_com_now[1] + ktoto
                    self.zmp_des[1] = zmp_com_now[2]

                else:
                    self.comRefPos = self.LoopControlHelper.comPosDesired

                    self.LoopControlHelper.comVelDesired = Vector3d().Zero()
                    self.LoopControlHelper.comAccDesire = Vector3d().Zero()
                    self.comRefVel = self.LoopControlHelper.comVelDesired
                    self.comRefAccel = self.LoopControlHelper.comAccDesired

                    self.zmp_des[0] = self.LoopControlHelper.zmpPosDesired[0]
                    self.zmp_des[1] = self.LoopControlHelper.zmpPosDesired[1]
                    self.zmp_des[0] = self.comRefPos[0]
                    self.zmp_des[1] = self.comRefPos[1]
                    #          self.stateType = 0
                    if self.counterWalk is None:
                        self.counterWalk = 1
                    if self.counterWalk <= maxcounterwalk:
                        self.comRefPos[0] = (
                            1 - cos(self.counterWalk / maxcounterwalk *
                                    np.pi)) / 2 * ktoto - 0.0036526
                        self.comRefVel[0] = (sin(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * np.pi / maxcounterwalk * 0
                        self.comRefAccel[0] = (cos(
                            self.counterWalk / maxcounterwalk *
                            np.pi)) / 2 * ktoto * (np.pi / maxcounterwalk) * (
                                np.pi / maxcounterwalk) * 0
                        self.zmp_des[0] = -self.comRefAccel[
                            0] * 0.78 / 9.81 + self.comRefPos[0]
                        self.counterWalk += 1
                        self.LoopControlHelper.comPosDesired[
                            0] = self.comRefPos[0]
                        self.LoopControlHelper.zmpPosDesired[0] = self.zmp_des[
                            0]
                        self.zmpRPosDesired = Vector3d(
                            self.LoopControlHelper.zmpPosDesired[0],
                            -0.0815817, 0)
                        self.zmpLPosDesired = Vector3d(
                            self.LoopControlHelper.zmpPosDesired[0], 0.0815817,
                            0)

            #TODO: very unsure of this part
            if self.IsWalkActiv:
                if ((self.stateType != self.previousStateType)
                        and (self.previousStateType == 0)):
                    next_pstep = self.pstep.pop(0)
                    self.nextStepPos = [next_pstep[0], next_pstep[1]]
                    self.next_step_angle = next_pstep[2]

                    if self.stateType == 1:
                        self.previousRfootPosFixed[
                            0] = self.LoopControlHelper.footRPosFixed[0]
                        self.previousRfootPosFixed[
                            1] = self.LoopControlHelper.footRPosFixed[1]

                        self.LoopControlHelper.footRPosFixed[0] = next_pstep[0]
                        self.LoopControlHelper.footRPosFixed[1] = next_pstep[1]
                        self.LoopControlHelper.footRAnglFixed = next_pstep[2]
                    else:
                        self.previousLfootPosFixed[
                            0] = self.LoopControlHelper.footLPosFixed[0]
                        self.previousLfootPosFixed[
                            1] = self.LoopControlHelper.footLPosFixed[1]

                        self.LoopControlHelper.footLPosFixed[0] = next_pstep[0]
                        self.LoopControlHelper.footLPosFixed[1] = next_pstep[1]
                        self.LoopControlHelper.footLAnglFixed = next_pstep[2]
            '''
      '''
            if self.wPG_iters == 2:
                self.LoopControlHelper.footRPosFixed = Vector3d(
                    self.zmpcom[0][22], self.zmpcom[0][23], self.zmpcom[0][24])
                self.LoopControlHelper.footLPosFixed = Vector3d(
                    self.zmpcom[0][13], self.zmpcom[0][14], self.zmpcom[0][15])
                self.LoopControlHelper.footRAnglFixed = self.zmpcom[0][36]
                self.LoopControlHelper.footLAnglFixed = self.zmpcom[0][33]

            self.LoopControlHelper.update(rs, self.IsControlLoopActiv)

            if self.FootWidthEnlarge:
                maxcounterFootEnlarge = 500.0
                if self.counterFootEnlarge is None:
                    self.counterFootEnlarge = 0
                elif self.counterFootEnlarge < maxcounterFootEnlarge:
                    self.counterFootEnlarge += 1

                if self.IsWalkActiv or self.IsControlLoopActiv:
                    self.FootWidthEnlarge = False

#      '''
#      close loop in Qp targets update of COM and ZMP
#      '''
#      if self.IsControlLoopActiv and self.comRefPosInit is None:
#        self.comRefPosInit=self.comRefPos
#        self.comRefVelInit=self.comRefVel
#        self.comRefAccelInit=self.comRefAccel
#        self.zmp_desInit=self.zmp_des
#      elif not self.IsControlLoopActiv:
#        self.comRefPosInit=None
#        self.comRefVelInit=None
#        self.comRefAccelInit=None
#        self.zmp_desInit=None
#
#      if self.IsControlLoopActiv:
#        self.zmp_desInit[0]=self.LoopControlHelper.zmpPosWantedSatur_[0]
#        self.zmp_desInit[1]=self.LoopControlHelper.zmpPosWantedSatur_[1]
#
#        self.comRefAccelInit=self.LoopControlHelper.zmpForceWanted_/self.LoopControlHelper.M
#        self.comRefAccelInit[2]=0
#
#        self.comRefPosInit=self.comRefPos+self.comRefVelInit*1/200+self.comRefAccelInit*(1/200)**2/2
#
#        self.comRefVelInit=self.comRefVelInit+self.comRefAccelInit*1/200
#
#        self.comRefPos=self.comRefPosInit
#        self.comRefVel=self.comRefVelInit
#        self.comRefAccel=self.comRefAccelInit
#        self.zmp_des=self.comRefPosInit
#      elif not self.comRefPosInit is None:
#        self.comRefPos=self.comRefPosInit
#        self.comRefVel=self.comRefVelInit*0
#        self.comRefAccel=self.comRefAccelInit*0
#        self.zmp_des=self.comRefPosInit

#      if self.wPG_iters==2:
#        self.comRefPosInit=self.comRefPos
#        self.comRefVelInit=self.comRefVel
#        self.comRefAccelInit=self.comRefAccel
#        self.zmp_desInit=self.zmp_des
#      else:
#        self.zmp_desInit[0]=self.LoopControlHelper.zmpPosWantedSatur_[0]
#        self.zmp_desInit[1]=self.LoopControlHelper.zmpPosWantedSatur_[1]
#
#        self.comRefAccelInit=self.LoopControlHelper.zmpForceWanted_/self.LoopControlHelper.M
#        self.comRefAccelInit[2]=0
#
#        self.comRefVelInit=self.comRefVelInit+self.comRefAccelInit*1/200
#        self.comRefPosInit=self.comRefPos+self.comRefVelInit*1/200
#
#        self.comRefPos=self.comRefPosInit
#        self.comRefVel=self.comRefVelInit
#        self.comRefAccel=self.comRefAccelInit
#        self.zmp_des=self.zmp_desInit

            comTask.com(self.comRefPos)
            comTaskTr.refVel(toVecX(self.comRefVel))
            comTaskTr.refAccel(toVecX(self.comRefAccel))

            # prevents a bug caused by the orientation task dimWeight #TODO: fix properly in Tasks self.initAlpha *
            torsoOriTask.orientation(
                sva.RotY(0.14) * sva.RotZ(
                    (self.last_rotation_angle_rfoot +
                     self.last_rotation_angle_lfoot) / 2.))

            # double support
            if self.stateType == 0:
                print 'state TDS'
                if not (self.previousStateType == 0):
                    qpsolver.setContacts([c1L, c1R])
                    qpsolver.update()
                    print '------------updating contact state'

            # left single support
            elif self.stateType == 1:
                self.swingFoot = self.rFoot
                print 'state LSS'
                if (self.previousStateType == 0):
                    qpsolver.setContacts([c1L])
                    qpsolver.update()
                    print '------------updating contact state'
                    self.last_rotation_angle_rfoot = self.next_step_angle
                    self.previousRFootPos = self.RFootHelper.bodyState.getPosW(
                    )

            # right single support
            elif self.stateType == 2:
                self.swingFoot = self.lFoot
                print 'state RSS'
                if (self.previousStateType == 0):
                    qpsolver.setContacts([c1R])
                    qpsolver.update()
                    print '------------updating contact state'
                    self.last_rotation_angle_lfoot = self.next_step_angle
                    self.previousLFootPos = self.LFootHelper.bodyState.getPosW(
                    )
            '''
      Manage Right Foot tasks
      '''
            if self.IsControlLoopActiv and not self.IsWalkActiv:
                #        rFootPos=self.LoopControlHelper.footRPosWanted
                rFootPos = self.RFootHelper.bodyState.getPosW() + Vector3d(
                    self.LoopControlHelper.DeltaDisplR_[0],
                    self.LoopControlHelper.DeltaDisplR_[1],
                    self.LoopControlHelper.DeltaDisplR_[2]
                )  #+self.LoopControlHelper.DeltaDisplR_
            elif self.IsControlLoopActiv and self.IsWalkActiv:
                #          rFootPos=Vector3d(zmp_com_now[22],zmp_com_now[23],zmp_com_now[24])
                rFootPos = self.RFootHelper.bodyState.getPosW() + Vector3d(
                    self.LoopControlHelper.DeltaDisplR_[0],
                    self.LoopControlHelper.DeltaDisplR_[1],
                    self.LoopControlHelper.DeltaDisplR_[2]
                )  #+self.LoopControlHelper.DeltaDisplR_
                if not self.IsDebugWalking:
                    if self.stateType == 1:
                        rFootPos = self.previousRFootPos - self.previousRfootPosFixed + Vector3d(
                            zmp_com_now[22], zmp_com_now[23], zmp_com_now[24])
                    else:
                        rFootPos = self.RFootHelper.bodyState.getPosW(
                        ) + Vector3d(self.LoopControlHelper.DeltaDisplR_[0],
                                     self.LoopControlHelper.DeltaDisplR_[1],
                                     self.LoopControlHelper.DeltaDisplR_[2])
            elif self.IsWalkActiv:
                #        rFootPos=Vector3d(zmp_com_now[22],zmp_com_now[23],zmp_com_now[24])
                ##        rFootPos=Vector3d(zmp_com_now[22],zmp_com_now[23],0.093)
                ##        rFootVel=Vector3d(zmp_com_now[25],zmp_com_now[26],zmp_com_now[27])
                ##        rFootAcc=Vector3d(zmp_com_now[28],zmp_com_now[29],zmp_com_now[30])
                rFootPos = self.RFootHelper.bodyState.getPosW(
                )  #-Vector3d(+0.005,0,0)
                if not self.IsDebugWalking:
                    if self.stateType == 1:
                        rFootPos = self.previousRFootPos - self.previousRfootPosFixed + Vector3d(
                            zmp_com_now[22], zmp_com_now[23], zmp_com_now[24])
                    else:
                        rFootPos = self.RFootHelper.bodyState.getPosW()
            elif self.FootWidthEnlarge:
                rFootPos = self.LoopControlHelper.footRPosInit + (
                    self.LoopControlHelper.footRPosFixed -
                    self.LoopControlHelper.footRPosInit
                ) * self.counterFootEnlarge / maxcounterFootEnlarge
            else:
                #        if self.FootWidthEnlarge:
                #          rFootPos=Vector3d(self.zmpcom[0][22],max(self.RFootHelper.bodyState.getPosW()[1]-0.001,self.zmpcom[0][23]),self.zmpcom[0][24])
                #        else:
                rFootPos = self.RFootHelper.bodyState.getPosW()
#      rFootVel=Vector3d(0,0,0)
#      rFootAcc=Vector3d(0,0,0)

#      self.RFootHelper.update(rFootPos,rFootVel,rFootAcc)
            rfPosTaskTr.position(rFootPos)

            if self.IsControlLoopActiv:
                rfOriTask.orientation(self.LoopControlHelper.DeltafootROri_ *
                                      self.RFootHelper.bodyState.getOriW())

                toto3 = self.RFootHelper.bodyState.getOriW()
                self.ROriMarkerMesured = toto3.eulerAngles(0, 1, 2)
                toto4 = self.LoopControlHelper.DeltafootROri_ * self.RFootHelper.bodyState.getOriW(
                )
                self.ROriMarkerWanted = toto4.eulerAngles(0, 1, 2)
            elif self.IsWalkActiv:
                #        rfOriTask.orientation(sva.RotX(zmp_com_now[34])*sva.RotY(zmp_com_now[35])*sva.RotZ(zmp_com_now[36]))
                rfOriTask.orientation(self.RFootHelper.bodyState.getOriW())
            elif self.FootWidthEnlarge:
                rfOriTask.orientation(
                    sva.RotZ(self.LoopControlHelper.footRAnglFixed *
                             self.counterFootEnlarge / maxcounterFootEnlarge))
            else:
                #        rfOriTask.orientation(sva.RotX(self.LoopControlHelper.footRAnglDesired[0])*sva.RotY(self.LoopControlHelper.footRAnglDesired[1])*sva.RotZ(self.LoopControlHelper.footRAnglDesired[2]))
                rfOriTask.orientation(self.RFootHelper.bodyState.getOriW())
            '''
      Manage Left Foot tasks
      '''
            #      lFootPos=Vector3d(zmp_com_now[13],zmp_com_now[14],zmp_com_now[15])
            #      lFootVel=Vector3d(zmp_com_now[16],zmp_com_now[17],zmp_com_now[18])
            #      lFootAcc=Vector3d(zmp_com_now[19],zmp_com_now[20],zmp_com_now[21])
            if self.IsControlLoopActiv and not self.IsWalkActiv:
                #        lFootPos=self.LoopControlHelper.footLPosWanted
                lFootPos = self.LFootHelper.bodyState.getPosW() + Vector3d(
                    self.LoopControlHelper.DeltaDisplL_[0],
                    self.LoopControlHelper.DeltaDisplL_[1],
                    self.LoopControlHelper.DeltaDisplL_[2]
                )  #+self.LoopControlHelper.DeltaDisplR_
            elif self.IsControlLoopActiv and self.IsWalkActiv:
                #        lFootPos=Vector3d(zmp_com_now[13],zmp_com_now[14],zmp_com_now[15])
                lFootPos = self.LFootHelper.bodyState.getPosW() + Vector3d(
                    self.LoopControlHelper.DeltaDisplL_[0],
                    self.LoopControlHelper.DeltaDisplL_[1],
                    self.LoopControlHelper.DeltaDisplL_[2]
                )  #+self.LoopControlHelper.DeltaDisplR_
                if not self.IsDebugWalking:
                    if self.stateType == 2:
                        lFootPos = self.previousLFootPos - self.previousLfootPosFixed + Vector3d(
                            zmp_com_now[13], zmp_com_now[14], zmp_com_now[15])
                    else:
                        lFootPos = self.LFootHelper.bodyState.getPosW(
                        ) + Vector3d(self.LoopControlHelper.DeltaDisplL_[0],
                                     self.LoopControlHelper.DeltaDisplL_[1],
                                     self.LoopControlHelper.DeltaDisplL_[2])
            elif self.IsWalkActiv:
                #        lFootPos=Vector3d(zmp_com_now[13],zmp_com_now[14],zmp_com_now[15])
                ##        lFootPos=Vector3d(zmp_com_now[13],zmp_com_now[14],0.093)
                ##        lFootVel=Vector3d(zmp_com_now[16],zmp_com_now[17],zmp_com_now[18])
                ##        lFootAcc=Vector3d(zmp_com_now[19],zmp_com_now[20],zmp_com_now[21])
                lFootPos = self.LFootHelper.bodyState.getPosW(
                )  #-Vector3d(-0.005,0,0)
                if not self.IsDebugWalking:
                    if self.stateType == 2:
                        lFootPos = self.previousLFootPos - self.previousLfootPosFixed + Vector3d(
                            zmp_com_now[13], zmp_com_now[14], zmp_com_now[15])
                    else:
                        lFootPos = self.LFootHelper.bodyState.getPosW()
            elif self.FootWidthEnlarge:
                lFootPos = self.LoopControlHelper.footLPosInit + (
                    self.LoopControlHelper.footLPosFixed -
                    self.LoopControlHelper.footLPosInit
                ) * self.counterFootEnlarge / maxcounterFootEnlarge
            else:
                #        if self.FootWidthEnlarge:
                #         lFootPos=Vector3d(self.zmpcom[0][13],min(self.LFootHelper.bodyState.getPosW()[1]+0.001,self.zmpcom[0][14]),self.zmpcom[0][15])
                #        else:
                lFootPos = self.LFootHelper.bodyState.getPosW()
#      lFootVel=Vector3d(0,0,0)
#      lFootAcc=Vector3d(0,0,0)

#      self.LFootHelper.update(lFootPos,lFootVel,lFootAcc)
            lfPosTaskTr.position(lFootPos)

            if self.IsControlLoopActiv:
                lfOriTask.orientation(self.LoopControlHelper.DeltafootLOri_ *
                                      self.LFootHelper.bodyState.getOriW())

                toto1 = self.LFootHelper.bodyState.getOriW()
                self.LOriMarkerMesured = toto1.eulerAngles(0, 1, 2)
                toto2 = self.LoopControlHelper.DeltafootLOri_ * self.LFootHelper.bodyState.getOriW(
                )
                self.LOriMarkerWanted = toto2.eulerAngles(0, 1, 2)
            elif self.IsWalkActiv:
                #        lfOriTask.orientation(sva.RotX(zmp_com_now[31])*sva.RotY(zmp_com_now[32])*sva.RotZ(zmp_com_now[33]))
                lfOriTask.orientation(self.LFootHelper.bodyState.getOriW())
            elif self.FootWidthEnlarge:
                lfOriTask.orientation(
                    sva.RotZ(self.LoopControlHelper.footLAnglFixed *
                             self.counterFootEnlarge / maxcounterFootEnlarge))
            else:
                #        lfOriTask.orientation(sva.RotX(self.LoopControlHelper.footLAnglDesired[0])*sva.RotY(self.LoopControlHelper.footLAnglDesired[1])*sva.RotZ(self.LoopControlHelper.footLAnglDesired[2]))
                lfOriTask.orientation(self.LFootHelper.bodyState.getOriW())
#        lfOriTask.orientation(sva.RotX(self.LoopControlHelper.footLAnglDesired[0])*sva.RotY(self.LoopControlHelper.footLAnglDesired[1]+0.00175*self.wPG_iters)*sva.RotZ(self.LoopControlHelper.footLAnglDesired[2]))

# used to compare if contact state needs updating
            self.previousStateType = self.stateType


#      if self.FootWidthEnlarge==True:
#        if self.LFootHelper.bodyState.getPosW()[1]+0.001>=self.zmpcom[0][14] and self.RFootHelper.bodyState.getPosW()[1]-0.001<=self.zmpcom[0][23]:
#          self.FootWidthEnlarge=False

        else:
            print 'wPG ended with ', self.wPG_iters - 1, ' iterations'
            self.hasEnded = True
        def run(self, rs):
            'qp duration'
            self.time_qp = time.time() - self.start
            start = time.time()
            if self.stopCB is not None and self.stopCB.check():
                print 'stopping'
                self.stopCB = None
                self.isRunning = True
                self.hsCB = stopMotion(robots, qpsolver, postureTask1, None,
                                       rbdList(hrp4.mbc.q))
                self.fsm = self.waitHS

            if self.isRunning:
                if not qpsolver.run():
                    print 'FAIL !!!'
                    self.isRunning = False
                    return
                curTime = rs.header.stamp

                # update the center of mass state
                rbd.forwardAcceleration(hrp4.mb, hrp4.mbc)
                self.com = rbd.computeCoM(hrp4.mb, hrp4.mbc)
                self.comA = rbd.computeCoMAcceleration(hrp4.mb, hrp4.mbc)

                hrp4W.update(rs)

                #        print [rs.imu_orientation.w, rs.imu_orientation.x, rs.imu_orientation.y, rs.imu_orientation.z]
                #        print rbdList(hrp4.mbc.q)[0]
                #        print rbdList(hrp4W.mbc.bodyPosW)[0].rotation()
                #        hrp4_q=rbdList(hrp4.mbc.q)
                #        print hrp4_q[0]
                #        hrp4W_q=rbdList(hrp4W.hrp4W.mbc.q)
                #        print hrp4W_q[0]
                #        i=1
                #        name=rs.joint_name[i]
                #        if hrp4.hasJoint(name):
                #          print hrp4_q[hrp4.jointIndexByName(name)]
                #          print rs.joint_position[i]
                #          print hrp4_q[hrp4.jointIndexByName(name)][0]-rs.joint_position[i]
                #        hrp4_q=rbdList(hrp4.mbc.q)
                #        for i, name in enumerate(rs.joint_name):
                #            if hrp4.hasJoint(name):
                #              print name
                #              print hrp4_q[hrp4.jointIndexByName(name)]
                #              print rs.joint_position[i]
                #              print hrp4_q[hrp4.jointIndexByName(name)][0]-rs.joint_position[i]

                if self.fsm == self.wPGiteration:
                    # Update ZMP to be published
                    self.zmp_d = Vector3d(self.playbackBridge.zmp_des[0],
                                          self.playbackBridge.zmp_des[1], 0.0)

                    # markers for debugging the walking pattern generator
                    if self.isWPGMarkerPublished:
                        self.zmp_actual = rbd.computeCentroidalZMP(
                            hrp4.mbc, self.com, self.comA, 0.)

                        # TODO: use the new API for this!
                        #compute capture point:
                        omega = np.sqrt(
                            9.81 /
                            self.playbackBridge.robot_params.com_height_)
                        #            omega = np.sqrt(9.81/rbd.computeCoM(hrp4.mb, hrp4.mbc)[2])
                        comVel = rbd.computeCoMVelocity(hrp4.mb, hrp4.mbc)
                        capturePoint = self.com + (comVel / omega)
                        capturePoint[2] = 0.0

                        #            robotH = hrp4
                        #            bodyIdxR = robotH.bodyIndexByName('r_ankle')
                        #            posR=(list(robotH.mbc.bodyPosW)[bodyIdxR]).translation()
                        #            rotR=(list(robotH.mbc.bodyPosW)[bodyIdxR]).rotation()
                        #
                        #            bodyIdxL = robotH.bodyIndexByName('l_ankle')
                        #            posL=(list(robotH.mbc.bodyPosW)[bodyIdxL]).translation()
                        #            rotL=(list(robotH.mbc.bodyPosW)[bodyIdxL]).rotation()

                        # walking pattern generator RViZ markers
                        wpg_markers.fill(
                            self.zmp_actual, self.zmp_d, self.com,
                            self.playbackBridge.comRefPos, [
                                self.playbackBridge.nextStepPos[0],
                                self.playbackBridge.nextStepPos[1], 0.0
                            ], capturePoint, self.playbackBridge.
                            LoopControlHelper.zmpPosWanted_,
                            self.playbackBridge.LoopControlHelper.
                            zmpPosWantedSatur_, self.playbackBridge.
                            LoopControlHelper.comPosMesured, self.
                            playbackBridge.LoopControlHelper.comVelMesured,
                            self.playbackBridge.LoopControlHelper.
                            comAccMesured, self.playbackBridge.
                            LoopControlHelper.zmpPosDesired, self.
                            playbackBridge.LoopControlHelper.zmpPosMesured,
                            self.playbackBridge.LoopControlHelper.
                            zmpRPosMesured, self.playbackBridge.
                            LoopControlHelper.zmpLPosMesured, self.
                            playbackBridge.LoopControlHelper.zmpRPosDesired,
                            self.playbackBridge.LoopControlHelper.
                            zmpLPosDesired, self.playbackBridge.
                            LoopControlHelper.zmpRPosWantedSatur_,
                            self.playbackBridge.LoopControlHelper.
                            zmpLPosWantedSatur_, self.playbackBridge.
                            LoopControlHelper.footRPosMesured_, self.
                            playbackBridge.LoopControlHelper.footLPosMesured_,
                            self.playbackBridge.ROriMarkerMesured,
                            self.playbackBridge.LOriMarkerMesured,
                            self.playbackBridge.ROriMarkerWanted,
                            self.playbackBridge.LOriMarkerWanted, self.
                            playbackBridge.LoopControlHelper.zmpPosMesured_,
                            self.playbackBridge.LoopControlHelper.
                            zmpRPosMesured_, self.playbackBridge.
                            LoopControlHelper.zmpLPosMesured_, self.
                            playbackBridge.LoopControlHelper.comPosMesured_,
                            self.playbackBridge.LoopControlHelper.DeltaDisplR_,
                            self.playbackBridge.LoopControlHelper.DeltaDisplL_,
                            self.playbackBridge.LoopControlHelper.
                            comPosDesired, self.playbackBridge.
                            LoopControlHelper.footRForceMesured_,
                            self.playbackBridge.LoopControlHelper.
                            footLForceMesured_,
                            self.playbackBridge.LoopControlHelper.DeltaAnglR_,
                            self.playbackBridge.LoopControlHelper.DeltaAnglL_,
                            self.playbackBridge.LoopControlHelper.
                            zmpRForceWanted_, self.playbackBridge.
                            LoopControlHelper.zmpLForceWanted_, self.
                            playbackBridge.LoopControlHelper.comVelMesured_,
                            self.playbackBridge.LoopControlHelper.
                            comVelDesired, self.playbackBridge.
                            LoopControlHelper.capturePointMesured_, self.
                            playbackBridge.LoopControlHelper.zmpRPosWanted_,
                            self.playbackBridge.LoopControlHelper.
                            zmpLPosWanted_, self.playbackBridge.
                            LoopControlHelper.footRTorquMesured_,
                            self.playbackBridge.LoopControlHelper.
                            footLTorquMesured_, self.playbackBridge.
                            LoopControlHelper.int_delta_comPos)
                        wpg_markers.publish()

                        zmp_com_markers.fill(
                            self.playbackBridge.LoopControlHelper.
                            comPosDesired,
                            self.playbackBridge.LoopControlHelper.
                            zmpPosDesired,
                            #                                 self.playbackBridge.LoopControlHelper.comPosMesured_,
                            #                                 self.playbackBridge.LoopControlHelper.zmpPosMesured_,
                            Vector3d(self.time_qp, self.time_run,
                                     self.time_playback),
                            Vector3d(
                                self.playbackBridge.LoopControlHelper.
                                stateType, self.playbackBridge.stateType, self.
                                playbackBridge.LoopControlHelper.forceDistrib))
                        zmp_com_markers.publish()

                # Publish all
#        hrp4Stab.publishZMPDesired(curTime, self.zmp_d)
                hrp4Stab.publish(curTime, self.com, self.comA)
                hrp4Jsp.publish(curTime)

                qpsolver.fillResult()
                q_posture = list(
                    chain.from_iterable(list(postureTask1.posture())))
                qpsolver.qpRes.robots_state.append(Robot(q_posture, [], []))
                q_posture = list(postureTask1.eval())
                qpsolver.qpRes.robots_state.append(Robot(q_posture, [], []))
                #        print len(postureTask1.eval())
                #        print len(rbdList(postureTask1.posture()))
                #        print len(rbdList(hrp4.mbc.q))
                #        print hrp4.mb.nrDof()

                qpsolver.send(curTime)

                self.fsm(rs)
                #        if not ((self.fsm == self.wait_init_position) or (self.fsm == self.prepareWPG)):
                #          raw_input('wait user input')
                'callrun duration'
                self.time_run = time.time() - start

                self.start = time.time()
Example #16
0
           [3.*np.pi/4.],
           [np.pi/3.],
           [-3.*np.pi/4.],
           [0.],
           [quat.w(), quat.x(), quat.y(), quat.z()]]
  rbd.forwardKinematics(mb, mbc)
  rbd.forwardVelocity(mb, mbc)

  # target frame
  X_O_T = sva.PTransformd(sva.RotY(np.pi/2.), e.Vector3d(1.5, 0.5, 1.))
  X_b5_ef = sva.PTransformd(sva.RotX(-np.pi/2.), e.Vector3d(0., 0.2, 0.))

  # create the task
  bodyTask = BodyTask(mb, mbg.bodyIdByName("b5"), X_O_T, X_b5_ef)
  postureTask = PostureTask(mb, map(list, mbc.q))
  comTask = CoMTask(mb, rbd.computeCoM(mb, mbc) + e.Vector3d(0., 0.5, 0.))

  tasks = [(100., bodyTask), ((0., 10000., 0.), comTask), (1., postureTask)]
  q_res = None
  X_O_p_res = None
  alphaInfList = []
  for iterate, q, alpha, alphaInf in\
      multiTaskIk(mb, mbc, tasks, delta=1., maxIter=200, prec=1e-8):
    q_res = q
    alphaInfList.append(alphaInf)

  print 'iter number', len(alphaInfList)
  print 'last alpha norm', alphaInfList[-1]
  print
  print 'bodyTask error:', bodyTask.g(mb, mbc).T
  print 'postureTask error:', postureTask.g(mb, mbc).T
Example #17
0
 def g(self, mb, mbc):
   return e.toNumpy(rbd.computeCoM(mb, mbc) - self.com_T)