コード例 #1
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]
コード例 #2
0
    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]
コード例 #3
0
    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.      
        
        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)
        
        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

        #
        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
 
        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]
            #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:
                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 * 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)
        
        a_sup_2 = np.hstack(( np.hstack((desLinearAccL, desAngularAccL)), np.hstack((desLinearAccR, desAngularAccR)) ))
 
        Jsup_2 = np.vstack((jFootL[0], jFootR[0]))
        dJsup_2 = np.vstack((dJFootL[0], dJFootR[0]))   
                    
        rd_DesPosL[0] = desPosL.copy()
        rd_DesPosR[0] = desPosR.copy()

        ##############################
        
        ##############################
        # 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]