def simulateCallback(frame):
        # seginfo
        segIndex = seg_index[0]
        curState = seginfo[segIndex]['state']
        curInterval = yma.offsetInterval(acc_offset[0], seginfo[segIndex]['interval'])
        stanceLegs = seginfo[segIndex]['stanceHips']
        swingLegs = seginfo[segIndex]['swingHips']
        stanceFoots = seginfo[segIndex]['stanceFoots']
        swingFoots = seginfo[segIndex]['swingFoots']
        swingKnees = seginfo[segIndex]['swingKnees']
        groundHeight = seginfo[segIndex]['ground_height']
        maxStfPushFrame = seginfo[segIndex]['max_stf_push_frame']
        
        prev_frame = frame-1 if frame>0 else 0
#        prev_frame = frame
        
        # information
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, upperMass, uppers)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, upperMass, uppers)
##        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, totalMass)
##        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, totalMass)
#        stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], frame)
#        CMr_tar = CM_tar - stf_tar

        dCM_tar = motion_seg.getJointVelocityGlobal(0, prev_frame)
        CM_tar = motion_seg.getJointPositionGlobal(0, prev_frame)
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, upperMass, uppers)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, upperMass, uppers)
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, totalMass)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, totalMass)
        stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], prev_frame)
        CMr_tar = CM_tar - stf_tar
            
        dCM = avg_dCM[0]
        CM = controlModel.getJointPositionGlobal(0)
#        CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, upperMass, uppers)
#        CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
        CMreal = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
        stf = controlModel.getJointPositionGlobal(stanceFoots[0])
        CMr = CM - stf
        
        diff_dCM = mm.projectionOnPlane(dCM-dCM_tar, (1,0,0), (0,0,1))
        diff_dCM_axis = np.cross((0,1,0), diff_dCM)
        rd_vec1[0] = diff_dCM; rd_vecori1[0] = CM_tar
        
        diff_CMr = mm.projectionOnPlane(CMr-CMr_tar, (1,0,0), (0,0,1))
#        rd_vec1[0] = diff_CMr; rd_vecori1[0] = stf_tar
        diff_CMr_axis = np.cross((0,1,0), diff_CMr)
        
        direction = mm.normalize2(mm.projectionOnPlane(dCM_tar, (1,0,0), (0,0,1)))
#        direction = mm.normalize2(mm.projectionOnPlane(dCM, (1,0,0), (0,0,1)))
        directionAxis = np.cross((0,1,0), direction)
        
        diff_dCM_sag, diff_dCM_cor = mm.projectionOnVector2(diff_dCM, direction)
#        rd_vec1[0] = diff_dCM_sag; rd_vecori1[0] = CM_tar
        diff_dCM_sag_axis = np.cross((0,1,0), diff_dCM_sag)
        diff_dCM_cor_axis = np.cross((0,1,0), diff_dCM_cor)
            
        diff_CMr_sag, diff_CMr_cor = mm.projectionOnVector2(diff_CMr, direction)
        diff_CMr_sag_axis = np.cross((0,1,0), diff_CMr_sag)
        diff_CMr_cor_axis = np.cross((0,1,0), diff_CMr_cor)
            
        t = (frame-curInterval[0])/float(curInterval[1]-curInterval[0])
        t_raw = t
        if t>1.: t=1.
        
        
        p_root = motion_stitch[frame].getJointPositionGlobal(0)
        R_root = motion_stitch[frame].getJointOrientationGlobal(0)

        motion_seg_orig.goToFrame(frame)
        motion_seg.goToFrame(frame)
        motion_stitch.goToFrame(frame)
        
        motion_debug1.append(motion_stitch[frame].copy())
        motion_debug1.goToFrame(frame)
        motion_debug2.append(motion_stitch[frame].copy())
        motion_debug2.goToFrame(frame)
        motion_debug3.append(motion_stitch[frame].copy())
        motion_debug3.goToFrame(frame)
        
        # paper implementation
        M_tc.append(motion_stitch[prev_frame])
        M_tc.goToFrame(frame)
        P_hat.append(M_tc[frame].copy())
        P_hat.goToFrame(frame)
        
        p_temp = ym.JointPosture(skeleton)
        p_temp.rootPos = controlModel.getJointPositionGlobal(0)
        p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
        P.append(p_temp)
        P.goToFrame(frame)
        
        # stance foot stabilize
        motion_stf_stabilize.append(motion_stitch[frame].copy())
        motion_stf_stabilize.goToFrame(frame)
        if STANCE_FOOT_STABILIZE:
            for stanceFoot in stanceFoots:
                R_target_foot = motion_seg[frame].getJointOrientationGlobal(stanceFoot)
                R_current_foot = motion_stf_stabilize[frame].getJointOrientationGlobal(stanceFoot)
                motion_stf_stabilize[frame].setJointOrientationGlobal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
#                R_target_foot = motion_seg[frame].getJointOrientationLocal(stanceFoot)
#                R_current_foot = motion_stf_stabilize[frame].getJointOrientationLocal(stanceFoot)
#                motion_stf_stabilize[frame].setJointOrientationLocal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))

        # match stance leg 
        motion_match_stl.append(motion_stf_stabilize[frame].copy())
        motion_match_stl.goToFrame(frame)
        if MATCH_STANCE_LEG:
            if curState!=yba.GaitState.STOP:
                for i in range(len(stanceLegs)):
                    stanceLeg = stanceLegs[i]
                    stanceFoot = stanceFoots[i]
                    
#                    # motion stance leg -> character stance leg as time goes
                    R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
                    R_character = controlModel.getJointOrientationGlobal(stanceLeg)
                    motion_match_stl[frame].setJointOrientationGlobal(stanceLeg, cm.slerp(R_motion, R_character, match_stl_func(t)))

#                    t_y = match_stl_func_y(t)
#                    t_xz = match_stl_func(t)
#                    
#                    R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
#                    R_character = controlModel.getJointOrientationGlobal(stanceLeg)
#                    R = np.dot(R_character, R_motion.T)
#                    R_y, R_xz = mm.projectRotation((0,1,0), R)
#                    motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_xz, t_xz))
#                    motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_y, t_y))

        # swing foot placement
        motion_swf_placement.append(motion_match_stl[frame].copy())
        motion_swf_placement.goToFrame(frame)
        if SWING_FOOT_PLACEMENT:
            t_swing_foot_placement = swf_placement_func(t);
            
            if extended[0]:
                R_swp_sag = prev_R_swp[0][0]
                R_swp_cor = prev_R_swp[0][1]
            else:
                R_swp_sag = mm.I_SO3(); R_swp_cor = mm.I_SO3()
                R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag * -t_swing_foot_placement))
                R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_dCM_cor_axis * K_swp_vel_cor * -t_swing_foot_placement))
                if np.dot(direction, diff_CMr_sag) < 0:
                    R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag * -t_swing_foot_placement))
                R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_CMr_cor_axis * K_swp_pos_cor * -t_swing_foot_placement))

            for i in range(len(swingLegs)):
                swingLeg = swingLegs[i]
                swingFoot = swingFoots[i] 
                
                # save swing foot global orientation
#                R_swf = motion_swf_placement[frame].getJointOrientationGlobal(swingFoot)
                
                # rotate swing leg
                motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_sag)
                motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_cor)
                
                # restore swing foot global orientation
#                motion_swf_placement[frame].setJointOrientationGlobal(swingFoot, R_swf)
                
                prev_R_swp[0] = (R_swp_sag, R_swp_cor)

        # swing foot height
        motion_swf_height.append(motion_swf_placement[frame].copy())
        motion_swf_height.goToFrame(frame)
        if SWING_FOOT_HEIGHT:
            for swingFoot in swingFoots:
                stanceFoot = stanceFoots[0]

                # save foot global orientation
                R_foot = motion_swf_height[frame].getJointOrientationGlobal(swingFoot)
                R_stance_foot = motion_swf_height[frame].getJointOrientationGlobal(stanceFoot)

                height_tar = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
#                motion_debug1[frame] = motion_swf_height[frame].copy()

                # rotate
                motion_swf_height[frame].rotateByTarget(controlModel.getJointOrientationGlobal(0))
#                motion_debug2[frame] = motion_swf_height[frame].copy()
#                motion_debug2[frame].translateByTarget(controlModel.getJointPositionGlobal(0))

                height_cur = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]

                offset_height = (height_tar - height_cur) * swf_height_func(t) * c_swf_stability
                offset_sine = c_swf_mid_offset * swf_height_sine_func(t)
                
                offset = 0.
                offset += offset_height
                offset += offset_sine

                if offset > 0.:
                    newPosition =  motion_swf_height[frame].getJointPositionGlobal(swingFoot)
                    newPosition[1] += offset
                    aik.ik_analytic(motion_swf_height[frame], swingFoot, newPosition)
                else:
                    newPosition =  motion_swf_height[frame].getJointPositionGlobal(stanceFoot)
                    newPosition[1] -= offset
                    aik.ik_analytic(motion_swf_height[frame], stanceFoot, newPosition)

                # return
#                motion_debug3[frame] = motion_swf_height[frame].copy()
#                motion_debug3[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
                motion_swf_height[frame].rotateByTarget(R_root)
                
                # restore foot global orientation
                motion_swf_height[frame].setJointOrientationGlobal(swingFoot, R_foot)
                motion_swf_height[frame].setJointOrientationGlobal(stanceFoot, R_stance_foot)

                if plot!=None:
                    plot.addDataPoint('debug1', frame, height_tar)
                    plot.addDataPoint('debug2', frame, height_cur)
#                    plot.addDataPoint('diff', frame, diff)

        # swing foot orientation
        motion_swf_orientation.append(motion_swf_height[frame].copy())
        motion_swf_orientation.goToFrame(frame)
        if SWING_FOOT_ORIENTATION:
#    swf_orientation_func = yfg.concatenate([yfg.zero, yfg.hermite2nd, yfg.one], [.25, .75])
            for swingFoot in swingFoots:
                R_target_foot = motion_seg[curInterval[1]].getJointOrientationGlobal(swingFoot)
                R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
                motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot, swf_orientation_func(t)))
#    swf_stabilize_func = yfg.concatenate([yfg.hermite2nd, yfg.one], [c_taking_duration])
            # push orientation
#            for swingFoot in swingFoots:
#                R_target_foot = motion_seg[frame].getJointOrientationGlobal(swingFoot)
#                R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
#                motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot , swf_stabilize_func(t)))
            
        # stance foot push                
        motion_stf_push.append(motion_swf_orientation[frame].copy())
        motion_stf_push.goToFrame(frame)
        if STANCE_FOOT_PUSH:
            for swingFoot in swingFoots:
#                max_t = (maxStfPushFrame)/float(curInterval[1]-curInterval[0])
#                stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [max_t*2])
                stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [c_taking_duration*2])
                
                R_swp_sag = mm.I_SO3()
#                R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_stp_vel * -stf_push_func(t)))
                
#                if step_length_cur[0] < step_length_tar[0]:
#                    ratio = step_length_cur[0] / step_length_tar[0]
#                    R_max = maxmaxStfPushFrame
#                    R_zero = 
                R_swp_sag = np.dot(R_swp_sag, mm.exp((step_length_tar[0] - step_length_cur[0])*step_axis[0] * K_stp_pos * -stf_push_func(t)))
                    
                motion_stf_push[frame].mulJointOrientationGlobal(swingFoot, R_swp_sag)
                
        # stance foot balancing 
        motion_stf_balancing.append(motion_stf_push[frame].copy())
        motion_stf_balancing.goToFrame(frame)
        if STANCE_FOOT_BALANCING:
            R_stb = mm.exp(diff_dCM_axis * K_stb_vel * stf_balancing_func(t))
            for stanceFoot in stanceFoots:
                if frame < 5: continue
                motion_stf_balancing[frame].mulJointOrientationGlobal(stanceFoot, R_stb)
                    
        # control trajectory
        motion_control.append(motion_stf_balancing[frame].copy())
        motion_control.goToFrame(frame)
        
        #=======================================================================
        # tracking with inverse dynamics
        #=======================================================================
        th_r = motion_control.getDOFPositions(frame)
        th = controlModel.getDOFPositions()
        dth_r = motion_control.getDOFVelocities(frame)
        dth = controlModel.getDOFVelocities()
        ddth_r = motion_control.getDOFAccelerations(frame)
        ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)

        #=======================================================================
        # simulation
        #=======================================================================
        CP = mm.v3(0.,0.,0.)
        F = mm.v3(0.,0.,0.)
        avg_dCM[0] = mm.v3(0.,0.,0.)
        
        # external force rendering info
        del rd_forces[:]; del rd_force_points[:]
        for fi in forceInfos:
            if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
                rd_forces.append(fi.force)
                rd_force_points.append(controlModel.getBodyPositionGlobal(fi.targetBody))
                    
        for i in range(stepsPerFrame):
            
            bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
            vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
            
            # apply external force
            for fi in forceInfos:
                if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
                    controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
            
            controlModel.setDOFAccelerations(ddth_des)
            controlModel.solveHybridDynamics()
            
            if TORQUE_PLOT:
                rhip_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rUpLeg))
                rknee_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rKnee))
                rankle_torques[frame] += mm.length(controlModel.getJointTorqueLocal(rFoot))
            
            rd_torques[:] = [controlModel.getJointTorqueLocal(i)/100. for i in range(skeleton.getJointNum())]
            rd_joint_positions[:] = controlModel.getJointPositionsGlobal()
        
            vpWorld.step()
#            yvu.align2D(controlModel)

            if len(contactForces) > 0:
                CP += yrp.getCP(contactPositions, contactForces)
                F += sum(contactForces)
            avg_dCM[0] += controlModel.getJointVelocityGlobal(0)
#            avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, upperMass, uppers)
#            avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, totalMass)

#            if len(stanceFoots)>0:
#                avg_stf_v[0] += controlModel.getJointVelocityGlobal(stanceFoots[0])
#                avg_stf_av[0] += controlModel.getJointAngVelocityGlobal(stanceFoots[0])
        
        CP /= stepsPerFrame
        F /= stepsPerFrame
        avg_dCM[0] /= stepsPerFrame
        
#        if len(stanceFoots)>0:
#            avg_stf_v[0] /= stepsPerFrame
#            avg_stf_av[0] /= stepsPerFrame
#            rd_vec1[0] = avg_stf_av[0]; rd_vec1[0][0] = 0.; rd_vec1[0][2] = 0.
#            rd_vecori1[0]= controlModel.getJointPositionGlobal(stanceFoots[0])

        #=======================================================================
        # segment editing
        #=======================================================================
        lastFrame = False
        
        if SEGMENT_EDITING:
            if curState==yba.GaitState.STOP:
                if frame == len(motion_seg)-1:
                    lastFrame = True
                    
            elif (curState==yba.GaitState.LSWING or curState==yba.GaitState.RSWING) and t>c_min_contact_time:
                swingID = lID if curState==yba.GaitState.LSWING else rID

                contact = False
                if swingID in bodyIDs:
                    minContactVel = 1000.
                    for i in range(len(bodyIDs)):
                        if bodyIDs[i]==swingID:
                            vel = controlModel.getBodyVelocityGlobal(swingID, contactPositionLocals[i])
                            vel[1] = 0
                            contactVel = mm.length(vel)
                            if contactVel < minContactVel: minContactVel = contactVel 
                    if minContactVel < c_min_contact_vel: contact = True
                
                extended[0] = False
                
                if contact:
#                    print frame, 'foot touch'
                    lastFrame = True
                    acc_offset[0] += frame - curInterval[1]
                    
                elif frame == len(motion_seg)-1:
                    print frame, 'extend frame', frame+1
                    
                    preserveJoints = []
#                    preserveJoints = [lFoot, rFoot]
#                    preserveJoints = [lFoot, rFoot, lKnee, rKnee]
#                    preserveJoints = [lFoot, rFoot, lKnee, rKnee, lUpLeg, rUpLeg]
                    stanceKnees = [rKnee] if curState==yba.GaitState.LSWING else [lKnee]   
                    preserveJoints = [stanceFoots[0], stanceKnees[0], stanceLegs[0]]
   
                    diff = 3
                    motion_seg_orig.extend([motion_seg_orig[-1]])
                    motion_seg.extend(ymt.extendByIntegration_root(motion_seg, 1, diff))
                    
                    motion_stitch.extend(ymt.extendByIntegration_constant(motion_stitch, 1, preserveJoints, diff))

#                    # extend for swing foot ground speed matching & swing foot height lower
##                    extendedPostures = ymt.extendByIntegration(motion_stitch, 1, preserveJoints, diff)
##                    extendedPostures = [motion_stitch[-1]] 
##
#                    extendFrameNum = frame - curInterval[1] + 1
#                    k = 1.-extendFrameNum/5.
#                    if k<0.: k=0.
#                    extendedPostures = ymt.extendByIntegrationAttenuation(motion_stitch, 1, preserveJoints, diff, k)
#
##                    if len(swingFoots)>0 and np.inner(dCM_tar, dCM)>0.:
##                        print frame, 'speed matching'
##                        R_swf = motion_stitch[-1].getJointOrientationGlobal(swingFoots[0])
##                        
##                        p_swf = motion_stitch[-1].getJointPositionGlobal(swingFoots[0])
##                        v_swf = motion_stitch.getJointVelocityGlobal(swingFoots[0], frame-diff, frame)
##                        a_swf = motion_stitch.getJointAccelerationGlobal(swingFoots[0], frame-diff, frame)
##                        p_swf += v_swf * (frameTime) + a_swf * (frameTime)*(frameTime)
##                        aik.ik_analytic(extendedPostures[0], swingFoots[0], p_swf)
##                        
##                        extendedPostures[0].setJointOrientationGlobal(swingFoots[0], R_swf)
#
#                    motion_stitch.extend(extendedPostures)
                    
                    extended[0] = True
        else:
            if frame == len(motion_seg)-1: lastFrame = True
                    
        if lastFrame:
            if segIndex < len(segments)-1:
                print '%d (%d): end of %dth seg (%s, %s)'%(frame, frame-curInterval[1],segIndex, yba.GaitState.text[curState], curInterval)
                if plot!=None: plot.addDataPoint('diff', frame, (frame-curInterval[1])*.01)
                
                if len(stanceFoots)>0 and len(swingFoots)>0:
#                    step_cur = controlModel.getJointPositionGlobal(swingFoots[0]) - controlModel.getJointPositionGlobal(stanceFoots[0])
#                    step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(swingFoots[0]) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
                    step_cur = controlModel.getJointPositionGlobal(0) - controlModel.getJointPositionGlobal(stanceFoots[0])
                    step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(0) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
                    
                    step_cur = mm.projectionOnPlane(step_cur, (1,0,0), (0,0,1))
                    step_tar = mm.projectionOnPlane(step_tar, (1,0,0), (0,0,1))
                    
                    step_cur_sag, step_cur_cor = mm.projectionOnVector2(step_cur, direction)
                    step_tar_sag, step_tar_cor = mm.projectionOnVector2(step_tar, direction)
                    
                    step_length_tar[0] = mm.length(step_tar_sag)
                    if np.inner(step_tar_sag, step_cur_sag) > 0:
                        step_length_cur[0] = mm.length(step_cur_sag)
                    else:
                        step_length_cur[0] = -mm.length(step_cur_sag)
                    
                    step_axis[0] = directionAxis
                    
#                    rd_vec1[0] = step_tar_sag
#                    rd_vecori1[0] = motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
#                    rd_vec2[0] = step_cur_sag
#                    rd_vecori2[0] = controlModel.getJointPositionGlobal(stanceFoots[0])

                seg_index[0] += 1
                curSeg = segments[seg_index[0]]
                stl_y_limit_num[0] = 0
                stl_xz_limit_num[0] = 0
                
                del motion_seg_orig[frame+1:]
                motion_seg_orig.extend(ymb.getAttachedNextMotion(curSeg, motion_seg_orig[-1], False, False))
                
                del motion_seg[frame+1:]
                del motion_stitch[frame+1:]
                transitionLength = len(curSeg)-1

#                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, False))
#                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, False))

                d = motion_seg[-1] - curSeg[0]
                d.rootPos[1] = 0.
                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, d, True, False))
                
                if NO_FOOT_SLIDING:
                    if segIndex == len(segments)-2:
                        Rl = motion_control[-1].getJointOrientationLocal(lUpLeg)
                        Rr = motion_control[-1].getJointOrientationLocal(rUpLeg)
                        Rlk = motion_control[-1].getJointOrientationLocal(lKnee)
                        Rrk = motion_control[-1].getJointOrientationLocal(rKnee)
                        Rlf = motion_control[-1].getJointOrientationLocal(lFoot)
                        Rrf = motion_control[-1].getJointOrientationLocal(rFoot)
                        for p in curSeg:
                            p.setJointOrientationLocal(lUpLeg, Rl, False)
                            p.setJointOrientationLocal(rUpLeg, Rr, False)
                            p.setJointOrientationLocal(lKnee, Rlk, False)
                            p.setJointOrientationLocal(rKnee, Rrk, False)
                            p.setJointOrientationLocal(lFoot, Rlf, False)
                            p.setJointOrientationLocal(rFoot, Rrf, False)
                            p.updateGlobalT()                
                d = motion_control[-1] - curSeg[0]
                d.rootPos[1] = 0.
                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, d, transitionLength, stitch_func, True, False))
                
#                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, True))
#                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, True))
            else:
                motion_seg_orig.append(motion_seg_orig[-1])
                motion_seg.append(motion_seg[-1])
                motion_stitch.append(motion_control[-1])
                
                
        # rendering
        motionModel.update(motion_ori[frame])
#        motionModel.update(motion_seg[frame])
        
        if SAVE_SIMULATION:
            p_temp = ym.JointPosture(skeleton)
            p_temp.initLocalRs()
            p_temp.rootPos = controlModel.getJointPositionGlobal(0)
            p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
            motion_simulation.append(p_temp)
            
            if frame == viewer.getMaxFrame():
                saveFilePath = SAVE_DIR+'simulated_'+filename
                yf.writeBvhFile(saveFilePath, motion_simulation)
                print saveFilePath, 'saved'
Ejemplo n.º 2
0
    def simulateCallback(frame):
        # seginfo
        segIndex = seg_index[0]
        curState = seginfo[segIndex]['state']
        curInterval = yma.offsetInterval(acc_offset[0], seginfo[segIndex]['interval'])
        stanceLegs = seginfo[segIndex]['stanceHips']
        swingLegs = seginfo[segIndex]['swingHips']
        stanceFoots = seginfo[segIndex]['stanceFoots']
        swingFoots = seginfo[segIndex]['swingFoots']
        swingKnees = seginfo[segIndex]['swingKnees']
        groundHeight = seginfo[segIndex]['ground_height']
#        maxStfPushFrame = seginfo[segIndex]['max_stf_push_frame']
        
        prev_frame = frame-1 if frame>0 else 0
#        prev_frame = frame
        
        # information
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, upperMass, uppers)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, upperMass, uppers)
##        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(frame), bodyMasses, totalMass)
##        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(frame), bodyMasses, totalMass)
#        stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], frame)
#        CMr_tar = CM_tar - stf_tar

        dCM_tar = motion_seg.getJointVelocityGlobal(0, prev_frame)
        CM_tar = motion_seg.getJointPositionGlobal(0, prev_frame)
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, upperMass, uppers)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, upperMass, uppers)
#        dCM_tar = yrp.getCM(motion_seg.getJointVelocitiesGlobal(prev_frame), bodyMasses, totalMass)
#        CM_tar = yrp.getCM(motion_seg.getJointPositionsGlobal(prev_frame), bodyMasses, totalMass)
        stf_tar = motion_seg.getJointPositionGlobal(stanceFoots[0], prev_frame)
        CMr_tar = CM_tar - stf_tar
            
        dCM = avg_dCM[0]
        CM = controlModel.getJointPositionGlobal(0)
#        CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, upperMass, uppers)
#        CM = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
        CMreal = yrp.getCM(controlModel.getJointPositionsGlobal(), bodyMasses, totalMass)
        stf = controlModel.getJointPositionGlobal(stanceFoots[0])
        CMr = CM - stf
        
        diff_dCM = mm.projectionOnPlane(dCM-dCM_tar, (1,0,0), (0,0,1))
        diff_dCM_axis = np.cross((0,1,0), diff_dCM)
        rd_vec1[0] = diff_dCM; rd_vecori1[0] = CM_tar
        
        diff_CMr = mm.projectionOnPlane(CMr-CMr_tar, (1,0,0), (0,0,1))
#        rd_vec1[0] = diff_CMr; rd_vecori1[0] = stf_tar
        diff_CMr_axis = np.cross((0,1,0), diff_CMr)
        
        direction = mm.normalize2(mm.projectionOnPlane(dCM_tar, (1,0,0), (0,0,1)))
#        direction = mm.normalize2(mm.projectionOnPlane(dCM, (1,0,0), (0,0,1)))
        directionAxis = np.cross((0,1,0), direction)
        
        diff_dCM_sag, diff_dCM_cor = mm.projectionOnVector2(diff_dCM, direction)
#        rd_vec1[0] = diff_dCM_sag; rd_vecori1[0] = CM_tar
        diff_dCM_sag_axis = np.cross((0,1,0), diff_dCM_sag)
        diff_dCM_cor_axis = np.cross((0,1,0), diff_dCM_cor)
            
        diff_CMr_sag, diff_CMr_cor = mm.projectionOnVector2(diff_CMr, direction)
        diff_CMr_sag_axis = np.cross((0,1,0), diff_CMr_sag)
        diff_CMr_cor_axis = np.cross((0,1,0), diff_CMr_cor)
            
        t = (frame-curInterval[0])/float(curInterval[1]-curInterval[0])
        t_raw = t
        if t>1.: t=1.
        
        
        p_root = motion_stitch[frame].getJointPositionGlobal(0)
        R_root = motion_stitch[frame].getJointOrientationGlobal(0)

        motion_seg_orig.goToFrame(frame)
        motion_seg.goToFrame(frame)
        motion_stitch.goToFrame(frame)
        
        motion_debug1.append(motion_stitch[frame].copy())
        motion_debug1.goToFrame(frame)
        motion_debug2.append(motion_stitch[frame].copy())
        motion_debug2.goToFrame(frame)
        motion_debug3.append(motion_stitch[frame].copy())
        motion_debug3.goToFrame(frame)
        
        # paper implementation
        M_tc.append(motion_stitch[prev_frame])
        M_tc.goToFrame(frame)
        P_hat.append(M_tc[frame].copy())
        P_hat.goToFrame(frame)
        
        p_temp = ym.JointPosture(skeleton)
        p_temp.rootPos = controlModel.getJointPositionGlobal(0)
        p_temp.setJointOrientationsLocal(controlModel.getJointOrientationsLocal())
        P.append(p_temp)
        P.goToFrame(frame)
        
        # stance foot stabilize
        motion_stf_stabilize.append(motion_stitch[frame].copy())
        motion_stf_stabilize.goToFrame(frame)
        if STANCE_FOOT_STABILIZE:
            for stanceFoot in stanceFoots:
                R_target_foot = motion_seg[frame].getJointOrientationGlobal(stanceFoot)
                R_current_foot = motion_stf_stabilize[frame].getJointOrientationGlobal(stanceFoot)
                motion_stf_stabilize[frame].setJointOrientationGlobal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))
#                R_target_foot = motion_seg[frame].getJointOrientationLocal(stanceFoot)
#                R_current_foot = motion_stf_stabilize[frame].getJointOrientationLocal(stanceFoot)
#                motion_stf_stabilize[frame].setJointOrientationLocal(stanceFoot, cm.slerp(R_current_foot, R_target_foot , stf_stabilize_func(t)))

        # match stance leg 
        motion_match_stl.append(motion_stf_stabilize[frame].copy())
        motion_match_stl.goToFrame(frame)
        if MATCH_STANCE_LEG:
            if curState!=yba.GaitState.STOP:
                for i in range(len(stanceLegs)):
                    stanceLeg = stanceLegs[i]
                    stanceFoot = stanceFoots[i]
                    
#                    # motion stance leg -> character stance leg as time goes
                    R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
                    R_character = controlModel.getJointOrientationGlobal(stanceLeg)
                    motion_match_stl[frame].setJointOrientationGlobal(stanceLeg, cm.slerp(R_motion, R_character, match_stl_func(t)))

#                    t_y = match_stl_func_y(t)
#                    t_xz = match_stl_func(t)
#                    
#                    R_motion = motion_match_stl[frame].getJointOrientationGlobal(stanceLeg)
#                    R_character = controlModel.getJointOrientationGlobal(stanceLeg)
#                    R = np.dot(R_character, R_motion.T)
#                    R_y, R_xz = mm.projectRotation((0,1,0), R)
#                    motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_xz, t_xz))
#                    motion_match_stl[frame].mulJointOrientationGlobal(stanceLeg, mm.scaleSO3(R_y, t_y))

        # swing foot placement
        motion_swf_placement.append(motion_match_stl[frame].copy())
        motion_swf_placement.goToFrame(frame)
        if SWING_FOOT_PLACEMENT:
            t_swing_foot_placement = swf_placement_func(t);
            
            if extended[0]:
                R_swp_sag = prev_R_swp[0][0]
                R_swp_cor = prev_R_swp[0][1]
            else:
                R_swp_sag = mm.I_SO3(); R_swp_cor = mm.I_SO3()
                R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_dCM_cor_axis * K_swp_vel_cor * -t_swing_foot_placement))
                if np.dot(direction, diff_CMr_sag) < 0:
                    R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag * -t_swing_foot_placement))
                    R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag * -t_swing_foot_placement))
                else:
                    R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_swp_vel_sag_faster * -t_swing_foot_placement))
                    R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_CMr_sag_axis * K_swp_pos_sag_faster * -t_swing_foot_placement))
                R_swp_cor = np.dot(R_swp_cor, mm.exp(diff_CMr_cor_axis * K_swp_pos_cor * -t_swing_foot_placement))

            for i in range(len(swingLegs)):
                swingLeg = swingLegs[i]
                swingFoot = swingFoots[i] 
                
                # save swing foot global orientation
#                R_swf = motion_swf_placement[frame].getJointOrientationGlobal(swingFoot)
                
                # rotate swing leg
                motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_sag)
                motion_swf_placement[frame].mulJointOrientationGlobal(swingLeg, R_swp_cor)
                
                # restore swing foot global orientation
#                motion_swf_placement[frame].setJointOrientationGlobal(swingFoot, R_swf)
                
                prev_R_swp[0] = (R_swp_sag, R_swp_cor)

        # swing foot height
        motion_swf_height.append(motion_swf_placement[frame].copy())
        motion_swf_height.goToFrame(frame)
        if SWING_FOOT_HEIGHT:
            for swingFoot in swingFoots:
                stanceFoot = stanceFoots[0]

                # save foot global orientation
                R_foot = motion_swf_height[frame].getJointOrientationGlobal(swingFoot)
                R_stance_foot = motion_swf_height[frame].getJointOrientationGlobal(stanceFoot)

                if OLD_SWING_HEIGHT:
                    height_tar = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
                else:
                    height_tar = motion_swf_height[prev_frame].getJointPositionGlobal(swingFoot)[1] - groundHeight
                    d_height_tar = motion_swf_height.getJointVelocityGlobal(swingFoot, prev_frame)[1]
#                    height_tar += c_swf_mid_offset * swf_height_sine_func(t)
#                motion_debug1[frame] = motion_swf_height[frame].copy()

                # rotate
                motion_swf_height[frame].rotateByTarget(controlModel.getJointOrientationGlobal(0))
#                motion_debug2[frame] = motion_swf_height[frame].copy()
#                motion_debug2[frame].translateByTarget(controlModel.getJointPositionGlobal(0))

                if OLD_SWING_HEIGHT:
                    height_cur = motion_swf_height[frame].getJointPositionGlobal(swingFoot)[1] - motion_swf_height[frame].getJointPositionGlobal(stanceFoot)[1]
                else:
                    height_cur = controlModel.getJointPositionGlobal(swingFoot)[1] - halfFootHeight - c_swf_offset
                    d_height_cur = controlModel.getJointVelocityGlobal(swingFoot)[1]

                if OLD_SWING_HEIGHT:
                    offset_height = (height_tar - height_cur) * swf_height_func(t) * c5
                else:
                    offset_height = ((height_tar - height_cur) * c5
                                     + (d_height_tar - d_height_cur) * c6) * swf_height_func(t)

                offset_sine = c_swf_mid_offset * swf_height_sine_func(t)
#                offset_sine = 0.
                
                offset = 0.
                offset += offset_height
                offset += offset_sine

                if offset > 0.:
                    newPosition =  motion_swf_height[frame].getJointPositionGlobal(swingFoot)
                    newPosition[1] += offset
                    aik.ik_analytic(motion_swf_height[frame], swingFoot, newPosition)
                else:
                    if HIGHER_OFFSET:
                        newPosition =  motion_swf_height[frame].getJointPositionGlobal(stanceFoot)
                        newPosition[1] -= offset
                        aik.ik_analytic(motion_swf_height[frame], stanceFoot, newPosition)

                # return
#                motion_debug3[frame] = motion_swf_height[frame].copy()
#                motion_debug3[frame].translateByTarget(controlModel.getJointPositionGlobal(0))
                motion_swf_height[frame].rotateByTarget(R_root)
                
                # restore foot global orientation
                motion_swf_height[frame].setJointOrientationGlobal(swingFoot, R_foot)
                motion_swf_height[frame].setJointOrientationGlobal(stanceFoot, R_stance_foot)

                if plot!=None:
                    plot.addDataPoint('debug1', frame, offset_height)
                    plot.addDataPoint('debug2', frame, height_tar - height_cur)
#                    plot.addDataPoint('diff', frame, diff)


        # swing foot orientation
        motion_swf_orientation.append(motion_swf_height[frame].copy())
        motion_swf_orientation.goToFrame(frame)
        if SWING_FOOT_ORIENTATION:
            swf_orientation_func = yfg.concatenate([yfg.zero, yfg.hermite2nd, yfg.one], [.25, .75])
            for swingFoot in swingFoots:
                R_target_foot = motion_seg[curInterval[1]].getJointOrientationGlobal(swingFoot)
                R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
                motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot, swf_orientation_func(t)))
#    swf_stabilize_func = yfg.concatenate([yfg.hermite2nd, yfg.one], [c_taking_duration])
            # push orientation
#            for swingFoot in swingFoots:
#                R_target_foot = motion_seg[frame].getJointOrientationGlobal(swingFoot)
#                R_current_foot = motion_swf_orientation[frame].getJointOrientationGlobal(swingFoot)
#                motion_swf_orientation[frame].setJointOrientationGlobal(swingFoot, cm.slerp(R_current_foot, R_target_foot , swf_stabilize_func(t)))
            
        # stance foot push                
        motion_stf_push.append(motion_swf_orientation[frame].copy())
        motion_stf_push.goToFrame(frame)
        if STANCE_FOOT_PUSH:
            for swingFoot in swingFoots:
#                max_t = (maxStfPushFrame)/float(curInterval[1]-curInterval[0])
#                stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [max_t*2])
                stf_push_func = yfg.concatenate([yfg.sine, yfg.zero], [c_taking_duration*2])
                
                R_swp_sag = mm.I_SO3()
#                R_swp_sag = np.dot(R_swp_sag, mm.exp(diff_dCM_sag_axis * K_stp_vel * -stf_push_func(t)))
                
#                if step_length_cur[0] < step_length_tar[0]:
#                    ratio = step_length_cur[0] / step_length_tar[0]
#                    R_max = maxmaxStfPushFrame
#                    R_zero = 
                R_swp_sag = np.dot(R_swp_sag, mm.exp((step_length_tar[0] - step_length_cur[0])*step_axis[0] * K_stp_pos * -stf_push_func(t)))
                    
                motion_stf_push[frame].mulJointOrientationGlobal(swingFoot, R_swp_sag)
                
        # stance foot balancing 
        motion_stf_balancing.append(motion_stf_push[frame].copy())
        motion_stf_balancing.goToFrame(frame)
        if STANCE_FOOT_BALANCING:
            R_stb = mm.exp(diff_dCM_axis * K_stb_vel * stf_balancing_func(t))
            R_stb = np.dot(R_stb, mm.exp(diff_CMr_axis * K_stb_pos * stf_balancing_func(t)))
            for stanceFoot in stanceFoots:
                if frame < 5: continue
                motion_stf_balancing[frame].mulJointOrientationGlobal(stanceFoot, R_stb)
                    
        # control trajectory
        motion_control.append(motion_stf_balancing[frame].copy())
        motion_control.goToFrame(frame)
        
        #=======================================================================
        # tracking with inverse dynamics
        #=======================================================================
        th_r = motion_control.getDOFPositions(frame)
        th = controlModel.getDOFPositions()
        dth_r = motion_control.getDOFVelocities(frame)
        dth = controlModel.getDOFVelocities()
        ddth_r = motion_control.getDOFAccelerations(frame)
        ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r, Kt, Dt)

        #=======================================================================
        # simulation
        #=======================================================================
        CP = mm.v3(0.,0.,0.)
        F = mm.v3(0.,0.,0.)
        avg_dCM[0] = mm.v3(0.,0.,0.)
        
        # external force rendering info
        del rd_forces[:]; del rd_force_points[:]
        for fi in forceInfos:
            if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
                rd_forces.append(fi.force)
                rd_force_points.append(controlModel.getBodyPositionGlobal(fi.targetBody)  + -mm.normalize2(fi.force)*.2)
                    
        for i in range(stepsPerFrame):
            
            bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(bodyIDsToCheck, mus, Ks, Ds)
            vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals, contactForces)
            
            # apply external force
            for fi in forceInfos:
                if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
                    controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
                                
            controlModel.setDOFAccelerations(ddth_des)
            controlModel.solveHybridDynamics()
            
#            # apply external force
#            for fi in forceInfos:
#                if fi.startFrame <= frame and frame < fi.startFrame + fi.duration*(1/frameTime):
#                    controlModel.applyBodyForceGlobal(fi.targetBody, fi.force)
            
            vpWorld.step()
#            yvu.align2D(controlModel)

            if len(contactForces) > 0:
                CP += yrp.getCP(contactPositions, contactForces)
                F += sum(contactForces)
            avg_dCM[0] += controlModel.getJointVelocityGlobal(0)
#            avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, upperMass, uppers)
#            avg_dCM[0] += yrp.getCM(controlModel.getJointVelocitiesGlobal(), bodyMasses, totalMass)

#            if len(stanceFoots)>0:
#                avg_stf_v[0] += controlModel.getJointVelocityGlobal(stanceFoots[0])
#                avg_stf_av[0] += controlModel.getJointAngVelocityGlobal(stanceFoots[0])
        
        CP /= stepsPerFrame
        F /= stepsPerFrame
        avg_dCM[0] /= stepsPerFrame
        
#        if len(stanceFoots)>0:
#            avg_stf_v[0] /= stepsPerFrame
#            avg_stf_av[0] /= stepsPerFrame
#            rd_vec1[0] = avg_stf_av[0]; rd_vec1[0][0] = 0.; rd_vec1[0][2] = 0.
#            rd_vecori1[0]= controlModel.getJointPositionGlobal(stanceFoots[0])

        #=======================================================================
        # segment editing
        #=======================================================================
        lastFrame = False
        
        if SEGMENT_EDITING:
            if curState==yba.GaitState.STOP:
                if frame == len(motion_seg)-1:
                    lastFrame = True
                    
            elif (curState==yba.GaitState.LSWING or curState==yba.GaitState.RSWING) and t>c_min_contact_time:
                swingID = lID if curState==yba.GaitState.LSWING else rID

                contact = False
                if swingID in bodyIDs:
                    minContactVel = 1000.
                    for i in range(len(bodyIDs)):
                        if bodyIDs[i]==swingID:
                            vel = controlModel.getBodyVelocityGlobal(swingID, contactPositionLocals[i])
                            vel[1] = 0
                            contactVel = mm.length(vel)
                            if contactVel < minContactVel: minContactVel = contactVel 
                    if minContactVel < c_min_contact_vel: contact = True
                
                extended[0] = False
                
                if contact:
#                    print frame, 'foot touch'
                    lastFrame = True
                    acc_offset[0] += frame - curInterval[1]
                    
                elif frame == len(motion_seg)-1:
                    print frame, 'extend frame', frame+1
                    
                    preserveJoints = []
#                    preserveJoints = [lFoot, rFoot]
#                    preserveJoints = [lFoot, rFoot, lKnee, rKnee]
#                    preserveJoints = [lFoot, rFoot, lKnee, rKnee, lUpLeg, rUpLeg]
                    stanceKnees = [rKnee] if curState==yba.GaitState.LSWING else [lKnee]   
                    preserveJoints = [stanceFoots[0], stanceKnees[0], stanceLegs[0]]
   
                    diff = 3
                    motion_seg_orig.extend([motion_seg_orig[-1]])
                    motion_seg.extend(ymt.extendByIntegration_root(motion_seg, 1, diff))
                    
                    motion_stitch.extend(ymt.extendByIntegration_constant(motion_stitch, 1, preserveJoints, diff))

#                    # extend for swing foot ground speed matching & swing foot height lower
##                    extendedPostures = ymt.extendByIntegration(motion_stitch, 1, preserveJoints, diff)
##                    extendedPostures = [motion_stitch[-1]] 
##
#                    extendFrameNum = frame - curInterval[1] + 1
#                    k = 1.-extendFrameNum/5.
#                    if k<0.: k=0.
#                    extendedPostures = ymt.extendByIntegrationAttenuation(motion_stitch, 1, preserveJoints, diff, k)
#
##                    if len(swingFoots)>0 and np.inner(dCM_tar, dCM)>0.:
##                        print frame, 'speed matching'
##                        R_swf = motion_stitch[-1].getJointOrientationGlobal(swingFoots[0])
##                        
##                        p_swf = motion_stitch[-1].getJointPositionGlobal(swingFoots[0])
##                        v_swf = motion_stitch.getJointVelocityGlobal(swingFoots[0], frame-diff, frame)
##                        a_swf = motion_stitch.getJointAccelerationGlobal(swingFoots[0], frame-diff, frame)
##                        p_swf += v_swf * (frameTime) + a_swf * (frameTime)*(frameTime)
##                        aik.ik_analytic(extendedPostures[0], swingFoots[0], p_swf)
##                        
##                        extendedPostures[0].setJointOrientationGlobal(swingFoots[0], R_swf)
#
#                    motion_stitch.extend(extendedPostures)
                    
                    extended[0] = True
        else:
            if frame == len(motion_seg)-1: lastFrame = True
                    
        if lastFrame:
            if segIndex < len(segments)-1:
                print '%d (%d): end of %dth seg (%s, %s)'%(frame, frame-curInterval[1],segIndex, yba.GaitState.text[curState], curInterval)
                if plot!=None: plot.addDataPoint('diff', frame, (frame-curInterval[1])*.01)
                
                if len(stanceFoots)>0 and len(swingFoots)>0:
#                    step_cur = controlModel.getJointPositionGlobal(swingFoots[0]) - controlModel.getJointPositionGlobal(stanceFoots[0])
#                    step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(swingFoots[0]) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
                    step_cur = controlModel.getJointPositionGlobal(0) - controlModel.getJointPositionGlobal(stanceFoots[0])
                    step_tar = motion_seg[curInterval[1]].getJointPositionGlobal(0) - motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
                    
                    step_cur = mm.projectionOnPlane(step_cur, (1,0,0), (0,0,1))
                    step_tar = mm.projectionOnPlane(step_tar, (1,0,0), (0,0,1))
                    
                    step_cur_sag, step_cur_cor = mm.projectionOnVector2(step_cur, direction)
                    step_tar_sag, step_tar_cor = mm.projectionOnVector2(step_tar, direction)
                    
                    step_length_tar[0] = mm.length(step_tar_sag)
                    if np.inner(step_tar_sag, step_cur_sag) > 0:
                        step_length_cur[0] = mm.length(step_cur_sag)
                    else:
                        step_length_cur[0] = -mm.length(step_cur_sag)
                    
                    step_axis[0] = directionAxis
                    
#                    rd_vec1[0] = step_tar_sag
#                    rd_vecori1[0] = motion_seg[curInterval[1]].getJointPositionGlobal(stanceFoots[0])
#                    rd_vec2[0] = step_cur_sag
#                    rd_vecori2[0] = controlModel.getJointPositionGlobal(stanceFoots[0])

                seg_index[0] += 1
                curSeg = segments[seg_index[0]]
                stl_y_limit_num[0] = 0
                stl_xz_limit_num[0] = 0
                
                del motion_seg_orig[frame+1:]
                motion_seg_orig.extend(ymb.getAttachedNextMotion(curSeg, motion_seg_orig[-1], False, False))
                
                del motion_seg[frame+1:]
                del motion_stitch[frame+1:]
                transitionLength = len(curSeg)-1

#                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, False))
#                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, False))

                d = motion_seg[-1] - curSeg[0]
                d.rootPos[1] = 0.
                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, d, True, False))
                d = motion_control[-1] - curSeg[0]
                d.rootPos[1] = 0.
                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, d, transitionLength, stitch_func, True, False))
                
#                motion_seg.extend(ymb.getAttachedNextMotion(curSeg, motion_seg[-1], False, True))
#                motion_stitch.extend(ymb.getStitchedNextMotion(curSeg, motion_control[-1], transitionLength, stitch_func, True, True))
            else:
                motion_seg_orig.append(motion_seg_orig[-1])
                motion_seg.append(motion_seg[-1])
                motion_stitch.append(motion_control[-1])
                
                
        # rendering
        motionModel.update(motion_ori[frame])
#        motionModel.update(motion_seg[frame])
        
        rd_CP[0] = CP
        rd_CMP[0] = (CMreal[0] - (F[0]/F[1])*CMreal[1], 0, CMreal[2] - (F[2]/F[1])*CMreal[1])
        
        if plot!=None:
            plot.addDataPoint('zero', frame, 0)
            plot.updatePoints()
Ejemplo n.º 3
0
    def test_stitch_fix_foot():
        bvhFilePath = '../samples/wd2_WalkSameSame00.bvh'
        motion = yf.readBvhFile(bvhFilePath, .01)
        print(motion[0].skeleton)
        print()

        hRef = .1
        vRef = .3
        lfoot = motion[0].skeleton.getElementIndex('LeftFoot')
        rfoot = motion[0].skeleton.getElementIndex('RightFoot')
        rtoe = motion[0].skeleton.getElementIndex('RightToes_Effector')
        lc = yma.getElementContactStates(motion, lfoot, hRef, vRef)
        rc = yma.getElementContactStates(motion, rfoot, hRef, vRef)

        intervals, states = yba.getBipedGaitIntervals(lc, rc, 10, .1)
        segments = yma.splitMotionIntoSegments(motion, intervals)
        print('wd2_WalkSameSame00')
        print(intervals)
        print([yba.GaitState.text[state] for state in states])
        print()

        shorten = 5
        tlen = 10
        transitionFunc = yfg.identity

        motion_stitch = copy.copy(segments[0])

        # just add
        motion_stitch.extend(segments[1][1:])

        # add shorter segment
        motion_stitch.extend(segments[2][1:-shorten])

        # stitch
        motion_stitch_foot = copy.deepcopy(motion_stitch)

        print('transition interval: %d~%d' %
              (len(motion_stitch), len(motion_stitch) + tlen))

        motion_stitch.extend(
            ymb.getStitchedNextMotion(segments[3], motion_stitch[-1], tlen,
                                      transitionFunc))

        startFrame = len(motion_stitch_foot) - 1
        motion_stitch_foot.extend(
            ymb.getStitchedNextMotion(segments[3], motion_stitch_foot[-1],
                                      tlen, transitionFunc))
        fixPosition(motion_stitch_foot, rtoe, startFrame, startFrame + 4)

        # just add remain parts
        for i in range(4, len(segments)):
            motion_stitch.extend(
                ymb.getStitchedNextMotion(segments[i], motion_stitch[-1], tlen,
                                          transitionFunc))
            motion_stitch_foot.extend(
                ymb.getStitchedNextMotion(segments[i], motion_stitch_foot[-1],
                                          tlen, transitionFunc))

        viewer = ysv.SimpleViewer()
        viewer.record(False)
        viewer.doc.addRenderer(
            'ys_motion',
            yr.JointMotionRenderer(motion, (0, 0, 255), yr.LINK_LINE))
        viewer.doc.addObject('ys_motion', motion)
        viewer.doc.addRenderer(
            'motion_stitch',
            yr.JointMotionRenderer(motion_stitch, (0, 255, 0), yr.LINK_LINE))
        viewer.doc.addObject('motion_stitch', motion_stitch)
        viewer.doc.addRenderer(
            'motion_stitch_foot',
            yr.JointMotionRenderer(motion_stitch_foot, (255, 255, 0),
                                   yr.LINK_LINE))
        viewer.doc.addObject('motion_stitch_foot', motion_stitch_foot)

        viewer.startTimer(1 / 30.)
        viewer.show()
        Fl.run()
 transitionFunc = yfg.identity
 
 motion_stitch = copy.copy(segments[0])
 
 # just add
 motion_stitch.extend(segments[1][1:])
 
 # add shorter segment
 motion_stitch.extend(segments[2][1:-shorten])
 
 # stitch
 motion_stitch_foot = copy.deepcopy(motion_stitch)
 
 print 'transition interval: %d~%d'%(len(motion_stitch), len(motion_stitch)+tlen)
 
 motion_stitch.extend(ymb.getStitchedNextMotion(segments[3], motion_stitch[-1], tlen, transitionFunc))
 
 startFrame = len(motion_stitch_foot)-1
 motion_stitch_foot.extend(ymb.getStitchedNextMotion(segments[3], motion_stitch_foot[-1], tlen, transitionFunc))
 fixPosition(motion_stitch_foot, rtoe, startFrame, startFrame+4)
 
 # just add remain parts
 for i in range(4, len(segments)):
     motion_stitch.extend(ymb.getStitchedNextMotion(segments[i], motion_stitch[-1], tlen, transitionFunc))
     motion_stitch_foot.extend(ymb.getStitchedNextMotion(segments[i], motion_stitch_foot[-1], tlen, transitionFunc))
 
 viewer = ysv.SimpleViewer()
 viewer.record(False)
 viewer.doc.addRenderer('motion', yr.JointMotionRenderer(motion, (0,0,255), yr.LINK_LINE))
 viewer.doc.addObject('motion', motion)
 viewer.doc.addRenderer('motion_stitch', yr.JointMotionRenderer(motion_stitch, (0,255,0), yr.LINK_LINE))