void SolverTest::FkPosAndIkPosLocal(Chain& chain,ChainFkSolverPos& fksolverpos, ChainIkSolverPos& iksolverpos)
{
JntArray q(chain.getNrOfJoints());
for(unsigned int i=0; i<chain.getNrOfJoints(); i++)
{
random(q(i));
}
JntArray q_init(chain.getNrOfJoints());
double tmp;
for(unsigned int i=0; i<chain.getNrOfJoints(); i++)
{
random(tmp);
q_init(i)=q(i)+0.1*tmp;
}
JntArray q_solved(q);
Frame F1,F2;
CPPUNIT_ASSERT(0==fksolverpos.JntToCart(q,F1));
CPPUNIT_ASSERT(0 <= iksolverpos.CartToJnt(q_init,F1,q_solved));
CPPUNIT_ASSERT(0==fksolverpos.JntToCart(q_solved,F2));
CPPUNIT_ASSERT_EQUAL(F1,F2);
//CPPUNIT_ASSERT_EQUAL(q,q_solved);
}
void SolverTest::FkVelAndIkVelLocal(Chain& chain, ChainFkSolverVel& fksolvervel, ChainIkSolverVel& iksolvervel)
{
JntArray q(chain.getNrOfJoints());
JntArray qdot(chain.getNrOfJoints());
for(unsigned int i=0; i<chain.getNrOfJoints(); i++)
{
random(q(i));
random(qdot(i));
}
JntArrayVel qvel(q,qdot);
JntArray qdot_solved(chain.getNrOfJoints());
FrameVel cart;
CPPUNIT_ASSERT(0==fksolvervel.JntToCart(qvel,cart));
int ret = iksolvervel.CartToJnt(qvel.q,cart.deriv(),qdot_solved);
CPPUNIT_ASSERT(0<=ret);
qvel.deriv()=qdot_solved;
if(chain.getNrOfJoints()<=6)
CPPUNIT_ASSERT(Equal(qvel.qdot,qdot_solved,1e-5));
else
{
FrameVel cart_solved;
CPPUNIT_ASSERT(0==fksolvervel.JntToCart(qvel,cart_solved));
CPPUNIT_ASSERT(Equal(cart.deriv(),cart_solved.deriv(),1e-5));
}
}
void SolverTest::FkPosAndJacLocal(Chain& chain,ChainFkSolverPos& fksolverpos,ChainJntToJacSolver& jacsolver)
{
double deltaq = 1E-4;
Frame F1,F2;
JntArray q(chain.getNrOfJoints());
Jacobian jac(chain.getNrOfJoints());
for(unsigned int i=0; i<chain.getNrOfJoints(); i++)
{
random(q(i));
}
jacsolver.JntToJac(q,jac);
for (unsigned int i=0; i< q.rows() ; i++)
{
// test the derivative of J towards qi
double oldqi = q(i);
q(i) = oldqi+deltaq;
CPPUNIT_ASSERT(0==fksolverpos.JntToCart(q,F2));
q(i) = oldqi-deltaq;
CPPUNIT_ASSERT(0==fksolverpos.JntToCart(q,F1));
q(i) = oldqi;
// check Jacobian :
Twist Jcol1 = diff(F1,F2,2*deltaq);
Twist Jcol2(Vector(jac(0,i),jac(1,i),jac(2,i)),
Vector(jac(3,i),jac(4,i),jac(5,i)));
//CPPUNIT_ASSERT_EQUAL(true,Equal(Jcol1,Jcol2,epsJ));
CPPUNIT_ASSERT_EQUAL(Jcol1,Jcol2);
}
}
ChainIkSolverPos_LMA_JL_Mimic::ChainIkSolverPos_LMA_JL_Mimic(const Chain& _chain,
const JntArray& _q_min,
const JntArray& _q_max,
ChainFkSolverPos& _fksolver,
ChainIkSolverPos_LMA& _iksolver,
unsigned int _maxiter,
double _eps,
bool _position_ik)
: chain(_chain),
q_min(_q_min),
q_min_mimic(chain.getNrOfJoints()),
q_max(_q_max),
q_max_mimic(chain.getNrOfJoints()),
q_temp(chain.getNrOfJoints()),
fksolver(_fksolver),
iksolver(_iksolver),
delta_q(_chain.getNrOfJoints()),
maxiter(_maxiter),
eps(_eps),
position_ik(_position_ik)
{
mimic_joints.resize(chain.getNrOfJoints());
for(std::size_t i=0; i < mimic_joints.size(); ++i)
{
mimic_joints[i].reset(i);
}
}
ChainIkSolverPos_NR::ChainIkSolverPos_NR(const Chain& _chain,ChainFkSolverPos& _fksolver,ChainIkSolverVel& _iksolver,
unsigned int _maxiter, double _eps):
chain(_chain),nj (chain.getNrOfJoints()),
iksolver(_iksolver),fksolver(_fksolver),
delta_q(_chain.getNrOfJoints()),
maxiter(_maxiter),eps(_eps)
{
}
int VerifyJacobian::ComputeMaxError(const std::string& model_file, const std::string& joint_params_file, const std::string& jacobians_file, double& max_error)
{
int result ;
result = model_getter_.OpenFile(model_file) ;
if (result < 0)
return -1 ;
result = joint_params_getter_.OpenFile(joint_params_file) ;
if (result < 0)
return -1 ;
result = jacobians_getter_.OpenFile(jacobians_file) ;
if (result < 0)
return -1 ;
Chain chain = model_getter_.GetModel() ;
const unsigned int J = chain.getNrOfJoints() ;
JntArray joint_array(J) ;
result = joint_params_getter_.GetNextJointArray(joint_array) ;
if (result < 0)
return -1 ;
LinkParamJacobian jac_actual ;
jac_actual.twists_.resize(J) ;
result = jacobians_getter_.GetNextJacobian(jac_actual) ;
// Compute the jacobian using KDL functions
LinkParamJacobian jac_computed ;
jac_computed.twists_.resize(J) ;
LinkParamJacobianSolver jac_solver ;
jac_solver.JointsToCartesian(chain, joint_array, jac_computed) ;
max_error = 0.0 ;
for (unsigned int i=0; i < jac_computed.twists_.size(); i++)
{
for (unsigned int j=0; j<3; j++)
{
for (unsigned int k=0; k<3; k++)
{
double cur_error ;
cur_error = fabs( jac_computed.twists_[i].trans_[j].vel(k) - jac_actual.twists_[i].trans_[j].vel(k) ) ;
if (cur_error > max_error)
max_error = cur_error ;
cur_error = fabs( jac_computed.twists_[i].rot_[j].vel(k) - jac_actual.twists_[i].rot_[j].vel(k) ) ;
if (cur_error > max_error)
max_error = cur_error ;
}
}
}
return 0 ;
}
void SolverTest::FkVelAndJacLocal(Chain& chain, ChainFkSolverVel& fksolvervel, ChainJntToJacSolver& jacsolver)
{
JntArray q(chain.getNrOfJoints());
JntArray qdot(chain.getNrOfJoints());
for(unsigned int i=0; i<chain.getNrOfJoints(); i++)
{
random(q(i));
random(qdot(i));
}
JntArrayVel qvel(q,qdot);
Jacobian jac(chain.getNrOfJoints());
FrameVel cart;
Twist t;
jacsolver.JntToJac(qvel.q,jac);
CPPUNIT_ASSERT(fksolvervel.JntToCart(qvel,cart)==0);
MultiplyJacobian(jac,qvel.qdot,t);
CPPUNIT_ASSERT_EQUAL(cart.deriv(),t);
}
double compare_Jdot_Diff_vs_Solver(const Chain& chain,const double& dt,const int& representation,bool verbose)
{
// This test verifies if the solvers gives approx. the same result as [ J(q+qdot*dot) - J(q) ]/dot
JntArray q(chain.getNrOfJoints());
JntArray qdot(chain.getNrOfJoints());
JntArray q_dqdt(chain.getNrOfJoints());
random(q);
random(qdot);
q_dqdt = diff(q,qdot,dt);
ChainJntToJacDotSolver jdot_solver(chain);
ChainJntToJacSolver j_solver(chain);
ChainFkSolverPos_recursive fk_solver(chain);
Frame F_bs_ee_q,F_bs_ee_q_dqdt;
Jacobian jac_q(chain.getNrOfJoints()),
jac_q_dqdt(chain.getNrOfJoints()),
jdot_by_diff(chain.getNrOfJoints());
j_solver.JntToJac(q,jac_q);
j_solver.JntToJac(q_dqdt,jac_q_dqdt);
fk_solver.JntToCart(q,F_bs_ee_q);
fk_solver.JntToCart(q_dqdt,F_bs_ee_q_dqdt);
changeRepresentation(jac_q,F_bs_ee_q,representation);
changeRepresentation(jac_q_dqdt,F_bs_ee_q_dqdt,representation);
Jdot_diff(jac_q,jac_q_dqdt,dt,jdot_by_diff);
Jacobian jdot_by_solver(chain.getNrOfJoints());
jdot_solver.setRepresentation(representation);
jdot_solver.JntToJacDot(JntArrayVel(q_dqdt,qdot),jdot_by_solver);
Twist jdot_qdot_by_solver;
MultiplyJacobian(jdot_by_solver,qdot,jdot_qdot_by_solver);
Twist jdot_qdot_by_diff;
MultiplyJacobian(jdot_by_diff,qdot,jdot_qdot_by_diff);
if(verbose){
std::cout << "Jdot diff : \n" << jdot_by_diff<<std::endl;
std::cout << "Jdot solver:\n"<<jdot_by_solver<<std::endl;
std::cout << "Error : " <<jdot_qdot_by_diff-jdot_qdot_by_solver<<q<<qdot<<std::endl;
}
double err = jdot_qdot_by_diff.vel.Norm() - jdot_qdot_by_solver.vel.Norm()
+ jdot_qdot_by_diff.rot.Norm() - jdot_qdot_by_solver.rot.Norm();
return std::abs(err);
}
Expression_Chain::Expression_Chain( const Chain& _chain, int _index_of_first_joint ):
FunctionType("kinematic_chain"),
chain(_chain),
jointndx_to_segmentndx( _chain.getNrOfJoints()),
jval( _chain.getNrOfJoints() ),
T_base_jointroot( _chain.getNrOfJoints()),
T_base_jointtip( _chain.getNrOfJoints()),
jacobian( _chain.getNrOfJoints() ),
cached_deriv( _chain.getNrOfJoints() ),
cached(false),
index_of_first_joint(_index_of_first_joint)
{
using namespace std;
fill(jval.begin(),jval.end(),0.0);
fill(cached_deriv.begin(),cached_deriv.end(),false);
_number_of_derivatives=index_of_first_joint+_chain.getNrOfJoints();
}
//#include <chainidsolver_constraint_vereshchagin.hpp>
int main()
{
using namespace KDL;
//Definition of kinematic chain
//-----------------------------------------------------------------------------------------------//
//Joint (const JointType &type=None, const double &scale=1, const double &offset=0,
// const double &inertia=0, const double &damping=0, const double &stiffness=0)
Joint rotJoint0 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint1 = Joint(Joint::RotZ, 1, 0, 0.01);
//Joint rotJoint1 = Joint(Joint::None,1,0,0.01);
Frame refFrame(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, 0.0, 0.0));
Frame frame1(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
Frame frame2(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
//Segment (const Joint &joint=Joint(Joint::None),
// const Frame &f_tip=Frame::Identity(), const RigidBodyInertia &I=RigidBodyInertia::Zero())
Segment segment1 = Segment(rotJoint0, frame1);
Segment segment2 = Segment(rotJoint1, frame2);
// RotationalInertia (double Ixx=0, double Iyy=0, double Izz=0, double Ixy=0, double Ixz=0, double Iyz=0)
RotationalInertia rotInerSeg1(0.0, 0.0, 0.0, 0.0, 0.0, 0.0); //around symmetry axis of rotation
//RigidBodyInertia (double m=0, const Vector &oc=Vector::Zero(), const RotationalInertia &Ic=RotationalInertia::Zero())
RigidBodyInertia inerSegment1(1.0, Vector(0.0, -0.2, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment2(1.0, Vector(0.0, -0.2, 0.0), rotInerSeg1);
segment1.setInertia(inerSegment1);
segment2.setInertia(inerSegment2);
Chain chain;
chain.addSegment(segment1);
//chain.addSegment(segment2);
//----------------------------------------------------------------------------------------------//
//Definition of constraints and external disturbances
//--------------------------------------------------------------------------------------//
JntArray arrayOfJoints(chain.getNrOfJoints());
//Constraint force matrix at the end-effector
//What is the convention for the spatial force matrix; is it the same as in thesis?
Vector constrainXLinear(0.0, 1.0, 0.0);
Vector constrainXAngular(0.0, 0.0, 0.0);
Vector constrainYLinear(0.0, 0.0, 0.0);
Vector constrainYAngular(0.0, 0.0, 0.0);
Vector constrainZLinear(0.0, 0.0, 0.0);
Vector constrainZAngular(0.0, 0.0, 0.0);
const Twist constraintForcesX(constrainXLinear, constrainXAngular);
const Twist constraintForcesY(constrainYLinear, constrainYAngular);
const Twist constraintForcesZ(constrainZLinear, constrainZAngular);
Jacobian alpha(1);
alpha.setColumn(0, constraintForcesX);
//alpha.setColumn(1,constraintForcesY);
//alpha.setColumn(2,constraintForcesZ);
//Acceleration energy at the end-effector
JntArray betha(1); //set to zero
betha(0) = 0.0;
//betha(1) = 0.0;
//betha(2) = 0.0;
//arm root acceleration
Vector linearAcc(0.0, 10, 0.0); //gravitational acceleration along Y
Vector angularAcc(0.0, 0.0, 0.0);
Twist twist1(linearAcc, angularAcc);
//external forces on the arm
Vector externalForce1(0.0, 0.0, 0.0);
Vector externalTorque1(0.0, 0.0, 0.0);
Vector externalForce2(0.0, 0.0, 0.0);
Vector externalTorque2(0.0, 0.0, 0.0);
Wrench externalNetForce1(externalForce1, externalTorque1);
Wrench externalNetForce2(externalForce2, externalTorque2);
Wrenches externalNetForce;
externalNetForce.push_back(externalNetForce1);
//externalNetForce.push_back(externalNetForce2);
//-------------------------------------------------------------------------------------//
//solvers
ChainFkSolverPos_recursive fksolver(chain);
//ChainFkSolverVel_recursive fksolverVel(chain);
int numberOfConstraints = 1;
ChainIdSolver_Vereshchagin constraintSolver(chain, twist1, numberOfConstraints);
// Initial arm position configuration/constraint
Frame frameInitialPose;
JntArray jointInitialPose(chain.getNrOfJoints());
jointInitialPose(0) = M_PI/6.0; // initial joint0 pose
//jointInitialPose(1) = M_PI/6.0; //initial joint1 pose, negative in clockwise
//cartesian space/link accelerations
Twist accLink0;
Twist accLink1;
Twists cartAcc;
cartAcc.push_back(accLink0);
//cartAcc.push_back(accLink1);
//arm joint rate configuration and initial values are zero
JntArray qDot(chain.getNrOfJoints());
//arm joint accelerations returned by the solver
JntArray qDotDot(chain.getNrOfJoints());
//arm joint torques returned by the solver
JntArray qTorque(chain.getNrOfJoints());
arrayOfJoints(0) = jointInitialPose(0);
//arrayOfJoints(1) = jointInitialPose(1);
//Calculate joint values for each cartesian position
Frame frameEEPose;
Twist frameEEVel;
double TimeConstant = 1; //Time required to complete the task move(frameinitialPose, framefinalPose) default T=10.0
double timeDelta = 0.002;
bool status;
Frame cartX1;
Frame cartX2;
Frames cartX;
cartX.push_back(cartX1);
cartX.push_back(cartX2);
Twists cartXDot;
cartXDot.push_back(accLink0);
cartXDot.push_back(accLink1);
Twists cartXDotDot;
cartXDotDot.push_back(accLink0);
cartXDotDot.push_back(accLink1);
for (double t = 0.0; t <= 5*TimeConstant; t = t + timeDelta)
{
//at time t0, inputs are arrayOfjoints(0,pi/2.0), qdot(0,0)
//qDot(0) = 0.5;
// qDot(1) = 0.5;
//printf("Inside the main loop %f %f\n",qTorque(0), qTorque(1));
//NOTE AZAMAT:what is qTorque? in implementation returned qTorque is constraint torque generated by the virtual constraint forces.
// these torques are required to satify a virtual constraint and basically are real torques applied to joints to achieve
// these constraint. But if additionally to the constraint generated torques we also had internal motor torques, then should not they
//be added together?
//qTorque(1) = qTorque(1)+internalJointTorque1;
// In what frame of reference are the results expressed?
status = constraintSolver.CartToJnt(arrayOfJoints, qDot, qDotDot, alpha, betha, externalNetForce, qTorque);
if (status >= 0)
{
//For 2-dof arm
//printf("%f %f %f %f %f %f %f %f %f %f %f\n",t , arrayOfJoints(0), arrayOfJoints(1), qDot(0), qDot(1), qDotDot(0), qDotDot(1), qTorque(0), qTorque(1), frameEEPose.p.x(), frameEEPose.p.y());
//printf("%f %f %f %f %f %f %f\n", t, cartAcc[0].vel.x(), cartAcc[0].vel.y(), cartAcc[0].rot.z(), cartAcc[1].vel.x(), cartAcc[1].vel.y(), cartAcc[1].rot.z());
//For 1-dof
printf("Joint actual %f %f %f %f %f\n", t, arrayOfJoints(0), qDot(0), qDotDot(0), qTorque(0));
std::cout<<std::endl;
}
constraintSolver.getLinkCartesianPose(cartX);
constraintSolver.getLinkCartesianVelocity(cartXDot);
constraintSolver.getLinkCartesianAcceleration(cartXDotDot);
constraintSolver.getLinkAcceleration(cartAcc);
printf("Cartesian acc local %f %f %f %f\n", t, cartAcc[0].vel.x(), cartAcc[0].vel.y(), cartAcc[0].rot.z());
printf("Cartesian actual %f %f %f %f %f\n", t, cartX[0].p.x(), cartX[0].p.y(), cartXDot[0].vel[0], cartXDot[0].vel[1]);
std::cout<<std::endl;
//printf("External torque %f\n", externalNetForce[0].torque.z());
//Integration at the given "instanteneous" interval for joint position and velocity.
//These will be inputs for the next time instant
//actually here it should be a time interval and not time from the beginning, that is why timeDelta;
arrayOfJoints(0) = arrayOfJoints(0) + (qDot(0) + qDotDot(0) * timeDelta / 2.0) * timeDelta;
qDot(0) = qDot(0) + qDotDot(0) * timeDelta;
//arrayOfJoints(1) = arrayOfJoints(1) + (qDot(1) + qDotDot(1)*timeDelta/2.0)*timeDelta;
//qDot(1) = qDot(1)+qDotDot(1)*timeDelta;
//For cartesian space control one needs to calculate from the obtained joint space value, new cartesian space poses.
//Then based on the difference of the signal (desired-actual) we define a regulation function (controller)
// this difference should be compensated either by constraint forces or by joint torques.
// The current version of the algorithm assumes that we don't have control over torques, thus change in constraint forces
//should be a valid option.
}
//torque1=[(m1+m2)a1^2+m2a2^2+2m2a1a2cos2]qDotDot1+[m2a2^2+m2a1a2cos2]qDotDot2-m2a1a2(2qDot1qDot2+qDot2^2)sin2+(m1+m2)ga1cos2+m2ga2cos(1+2)
//torque2=[m2a2^2+m2a1a2cos2]qDotDot1+m2a2^2qDotDot2+m2a1a2qDot1^2sin2+m2ga2cos(1+2)
return 0;
}
int main()
{
using namespace KDL;
//Definition of kinematic chain
//-----------------------------------------------------------------------------------------------//
//Joint (const JointType &type=None, const double &scale=1, const double &offset=0, const double &inertia=0, const double &damping=0, const double &stiffness=0)
Joint rotJoint0 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint1 = Joint(Joint::RotZ, 1, 0, 0.01);
Frame refFrame(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, 0.0, 0.0));
Frame frame1(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.4, 0.0));
Frame frame2(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.4, 0.0));
//Segment (const Joint &joint=Joint(Joint::None), const Frame &f_tip=Frame::Identity(), const RigidBodyInertia &I=RigidBodyInertia::Zero())
Segment segment1 = Segment(rotJoint0, frame1);
Segment segment2 = Segment(rotJoint1, frame2);
// RotationalInertia (double Ixx=0, double Iyy=0, double Izz=0, double Ixy=0, double Ixz=0, double Iyz=0)
RotationalInertia rotInerSeg1(0.0, 0.0, 0.0, 0.0, 0.0, 0.0); //around symmetry axis of rotation
//RigidBodyInertia (double m=0, const Vector &oc=Vector::Zero(), const RotationalInertia &Ic=RotationalInertia::Zero())
RigidBodyInertia inerSegment1(0.3, Vector(0.0, -0.4, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment2(0.3, Vector(0.0, -0.4, 0.0), rotInerSeg1);
segment1.setInertia(inerSegment1);
segment2.setInertia(inerSegment2);
Chain chain;
chain.addSegment(segment1);
chain.addSegment(segment2);
//~Definition of kinematic chain
//----------------------------------------------------------------------------------------------//
//Definition of constraints and external disturbances
//--------------------------------------------------------------------------------------//
//Constraint force matrix at the end-effector
//What is the convention for the spatial force matrix; is it the same as in thesis?
//NOTE AZAMAT: Constraint are also defined in local reference frame?!
Vector constrainXLinear(1.0, 0.0, 0.0);
Vector constrainXAngular(0.0, 0.0, 0.0);
Vector constrainYLinear(0.0, 0.0, 0.0);
Vector constrainYAngular(0.0, 0.0, 0.0);
Vector constrainZLinear(0.0, 0.0, 0.0);
Vector constrainZAngular(0.0, 0.0, 0.0);
Twist constraintForcesX(constrainXLinear, constrainXAngular);
Twist constraintForcesY(constrainYLinear, constrainYAngular);
Twist constraintForcesZ(constrainZLinear, constrainZAngular);
Jacobian alpha(3);
alpha.setColumn(0, constraintForcesX);
alpha.setColumn(1, constraintForcesY);
alpha.setColumn(2, constraintForcesZ);
//Acceleration energy at the end-effector
JntArray betha(3); //set to zero
betha(0) = 0.0;
betha(1) = 0.0;
betha(2) = 0.0;
//arm root acceleration
Vector linearAcc(0.0, 9.8, 0.0); //gravitational acceleration along Y
Vector angularAcc(0.0, 0.0, 0.0);
Twist twist1(linearAcc, angularAcc);
//external forces on the arm
Vector externalForce1(0.0, 0.0, 0.0);
Vector externalTorque1(0.0, 0.0, 0.0);
Vector externalForce2(0.0, 0.0, 0.0);
Vector externalTorque2(0.0, 0.0, 0.0);
Wrench externalNetForce1(externalForce1, externalTorque1);
Wrench externalNetForce2(externalForce2, externalTorque2);
Wrenches externalNetForce;
externalNetForce.push_back(externalNetForce1);
externalNetForce.push_back(externalNetForce2);
//~Definition of constraints and external disturbances
//-------------------------------------------------------------------------------------//
//Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
int numberOfConstraints = 3;
ChainIdSolver_Vereshchagin constraintSolver(chain, twist1, numberOfConstraints);
//These arrays of joint values contains values for 3
//consequetive steps
int k = 3;
JntArray jointPoses[k];
JntArray jointRates[k];
JntArray jointAccelerations[k];
JntArray jointTorques[k];
JntArray biasqDotDot(chain.getNrOfJoints());
for (int i = 0; i < k; i++)
{
JntArray jointValues(chain.getNrOfJoints());
jointPoses[i] = jointValues;
jointRates[i] = jointValues;
jointAccelerations[i] = jointValues;
jointTorques[i] = jointValues;
}
//cartesian space/link values
Frames cartX[k];
Twists cartXDot[k];
Twists cartXDotDot[k];
Twist accLink;
for (int i = 0; i < k; i++) //i is number of variables (actual, desired, error)
{
for (int j = 0; j < k - 1; j++) //j is number of links
{
cartX[i].push_back(frame1);
cartXDot[i].push_back(accLink);
cartXDotDot[i].push_back(accLink);
}
}
//at time=0.0 positions, rates and accelerations
JntArray jointInitialPose(chain.getNrOfJoints());
jointInitialPose(0) = 0.0; // initial joint0 pose
jointInitialPose(1) = M_PI / 6.0; //initial joint1 pose, negative in clockwise
//j0=0.0, j1=pi/6.0 correspond to x = 0.2, y = -0.7464
//j0=pi/6.0, j1=pi/6.0 correspond to x = 0.5464, y = -0.5464
//~Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
//First iteration to kick start integration process, because we need 0,1 iterations for the integration process
//We use Euler method for the iteration 0
double timeDelta = 0.001; //sampling interval/step size
double TimeConstant = 60; //Time required to complete the task
double Kp = 150.0;
double Kv = 10.0;
//Interpolator parameters:
double b0_y = -0.7464102; //should come from initial joint configuration
double b1_y = 0.0;
double b2_y = 0.0; //((0.5 + 0.7464)*3.0 / TimeConstant * TimeConstant);
double b3_y = 0.0; //-((0.5 + 0.7464)*2.0 / TimeConstant * TimeConstant * TimeConstant);
double b0_x = 0.2; //should come from initial joint configuration
double b1_x = 0.0;
double b2_x = 0.0; //((0.5 + 0.7464)*3.0 / TimeConstant * TimeConstant);
double b3_x = 0.0; //-((0.5 + 0.7464)*2.0 / TimeConstant * TimeConstant * TimeConstant);
//Desired
cartX[1][1].p[0] = b0_x;
cartX[1][1].p[1] = b0_y;
cartXDot[1][1].vel[0] = 0.0;
cartXDot[1][1].vel[1] = 0.0;
cartXDotDot[1][1].vel[0] = 0.0;
cartXDotDot[1][1].vel[1] = 0.0;
//step 0
jointPoses[0](0) = jointInitialPose(0);
jointPoses[0](1) = jointInitialPose(1);
constraintSolver.CartToJnt(jointPoses[0], jointRates[0], jointAccelerations[0], cartXDotDot[0], alpha, betha, externalNetForce, jointTorques[0]);
//Actual
constraintSolver.getLinkCartesianPose(cartX[0]);
constraintSolver.getLinkCartesianVelocity(cartXDot[0]);
//Error
cartX[2][1].p[0] = cartX[1][1].p[0] - cartX[0][1].p[0];
cartX[2][1].p[1] = cartX[1][1].p[1] - cartX[0][1].p[1];
cartXDot[2][1].vel[0] = cartXDot[1][1].vel[0] - cartXDot[0][1].vel[0];
cartXDot[2][1].vel[1] = cartXDot[1][1].vel[1] - cartXDot[0][1].vel[1];
cartXDotDot[2][1].vel[0] = cartXDotDot[1][1].vel[0] - cartXDotDot[0][1].vel[0];
cartXDotDot[2][1].vel[1] = cartXDotDot[1][1].vel[1] - cartXDotDot[0][1].vel[1];
printf("Iter 0: %f %f %f %f %f %f\n", cartX[2][1].p[0], cartX[2][1].p[1], cartXDot[2][1].vel[0], cartXDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].vel[1]);
//Regulator or controller
betha(0) = alpha(0, 0)*((Kp / 10000.0) * cartXDotDot[2][1].vel[0] + (Kv / 200.0) * cartXDot[2][1].vel[0] + (2 * Kp) * cartX[2][1].p[0]);
betha(1) = alpha(1, 1)*((Kp / 10000.0) * cartXDotDot[2][1].vel[1] + (Kv / 250.0) * cartXDot[2][1].vel[1] + (1.5 * Kp) * cartX[2][1].p[1]);
//step 1
jointRates[1](0) = jointRates[0](0) + timeDelta * jointAccelerations[0](0);
jointRates[1](1) = jointRates[0](1) + timeDelta * jointAccelerations[0](1);
jointPoses[1](0) = jointPoses[0](0) + timeDelta * jointRates[0](0);
jointPoses[1](1) = jointPoses[0](1) + timeDelta * jointRates[0](1);
constraintSolver.CartToJnt(jointPoses[1], jointRates[1], jointAccelerations[1], cartXDotDot[0], alpha, betha, externalNetForce, jointTorques[0]);
//Actual
constraintSolver.getLinkCartesianPose(cartX[0]);
constraintSolver.getLinkCartesianVelocity(cartXDot[0]);
//Error
cartX[2][1].p[0] = cartX[1][1].p[0] - cartX[0][1].p[0];
cartX[2][1].p[1] = cartX[1][1].p[1] - cartX[0][1].p[1];
cartXDot[2][1].vel[0] = cartXDot[1][1].vel[0] - cartXDot[0][1].vel[0];
cartXDot[2][1].vel[1] = cartXDot[1][1].vel[1] - cartXDot[0][1].vel[1];
cartXDotDot[2][1].vel[0] = cartXDotDot[1][1].vel[0] - cartXDotDot[0][1].vel[0];
cartXDotDot[2][1].vel[1] = cartXDotDot[1][1].vel[1] - cartXDotDot[0][1].vel[1];
printf("Iter 0: %f %f %f %f %f %f\n", cartX[2][1].p[0], cartX[2][1].p[1], cartXDot[2][1].vel[0], cartXDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].vel[1]);
//Regulator or controller
betha(0) = alpha(0, 0)*((Kp / 10000.0) * cartXDotDot[2][1].vel[0] + (Kv / 200.0) * cartXDot[2][1].vel[0] + (2 * Kp) * cartX[2][1].p[0]);
betha(1) = alpha(1, 1)*((Kp / 10000.0) * cartXDotDot[2][1].vel[1] + (Kv / 250.0) * cartXDot[2][1].vel[1] + (1.5 * Kp) * cartX[2][1].p[1]);
//Definition of process main loop
//-------------------------------------------------------------------------------------//
for (double t = 2 * timeDelta; t <= TimeConstant; t = t + timeDelta)
{
//Interpolation q = a0+a1t+a2t^2+a3t^3
//Desired
cartX[1][1].p[0] = b0_x + b1_x * t + b2_x * t * t + b3_x * t * t*t;
cartX[1][1].p[1] = b0_y + b1_y * t + b2_y * t * t + b3_y * t * t*t;
cartXDot[1][1].vel[0] = b1_x + 2 * b2_x * t + 3 * b3_x * t*t;
cartXDot[1][1].vel[1] = b1_y + 2 * b2_y * t + 3 * b3_y * t*t;
cartXDotDot[1][1].vel[0] = 2 * b2_x + 6 * b3_x*t;
cartXDotDot[1][1].vel[1] = 2 * b2_y + 6 * b3_y*t;
// AB 2 order: predictor
jointRates[2](0) = jointRates[1](0) + timeDelta * (1.5 * jointAccelerations[1](0) - 0.5 * jointAccelerations[0](0));
jointRates[2](1) = jointRates[1](1) + timeDelta * (1.5 * jointAccelerations[1](1) - 0.5 * jointAccelerations[0](1));
jointPoses[2](0) = jointPoses[1](0) + timeDelta * (1.5 * jointRates[1](0) - 0.5 * jointRates[0](0));
jointPoses[2](1) = jointPoses[1](1) + timeDelta * (1.5 * jointRates[1](1) - 0.5 * jointRates[0](1));
jointTorques[1] = jointTorques[0]; //correction is done on pose,vel and acc, so we need old torques with corrected pose, vel to get corrected acc
// printf("Prediction: %f %f %f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[1](0), jointAccelerations[1](1), jointTorques[0](0), jointTorques[0](1));
//Function evaluation
constraintSolver.CartToJnt(jointPoses[2], jointRates[2], jointAccelerations[2], cartXDotDot[0], alpha, betha, externalNetForce, jointTorques[0]);
// printf("Evaluation 1: %f %f %f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[2](0), jointAccelerations[2](1), jointTorques[0](0), jointTorques[0](1));
//AM 2 order: corrector
jointPoses[2](0) = jointPoses[1](0) + timeDelta * ((5 / 12.0) * jointRates[2](0) + (2 / 3.0) * jointRates[1](0) - (1 / 12.0) * jointRates[0](0));
jointPoses[2](1) = jointPoses[1](1) + timeDelta * ((5 / 12.0) * jointRates[2](1) + (2 / 3.0) * jointRates[1](1) - (1 / 12.0) * jointRates[0](1));
jointPoses[0] = jointPoses[1];
jointPoses[1] = jointPoses[2];
jointRates[2](0) = jointRates[1](0) + timeDelta * ((5 / 12.0) * jointAccelerations[2](0) + (2 / 3.0) * jointAccelerations[1](0) - (1 / 12.0) * jointAccelerations[0](0));
jointRates[2](1) = jointRates[1](1) + timeDelta * ((5 / 12.0) * jointAccelerations[2](1) + (2 / 3.0) * jointAccelerations[1](1) - (1 / 12.0) * jointAccelerations[0](1));
jointRates[0] = jointRates[1]; //memorize n+1
jointRates[1] = jointRates[2]; //memorize n+2
// printf("Correction : %f %f %f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[2](0), jointAccelerations[2](1), jointTorques[0](0), jointTorques[0](1));
//Function evaluation give final corrected acc n+2
constraintSolver.CartToJnt(jointPoses[2], jointRates[2], jointAccelerations[2], cartXDotDot[0], alpha, betha, externalNetForce, jointTorques[1]);
//printf("%f %f %f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[2](0), jointAccelerations[2](1), jointTorques[1](0), jointTorques[1](1));
jointAccelerations[0] = jointAccelerations[1]; //memorize n+1
jointAccelerations[1] = jointAccelerations[2]; //memoze n+2
jointTorques[0] = jointTorques[1];
constraintSolver.initial_upwards_sweep(jointPoses[1], jointRates[1], jointAccelerations[1], externalNetForce);
//Actual
constraintSolver.getLinkCartesianPose(cartX[0]);
constraintSolver.getLinkCartesianVelocity(cartXDot[0]);
//Error
cartX[2][1].p[0] = cartX[1][1].p[0] - cartX[0][1].p[0];
cartX[2][1].p[1] = cartX[1][1].p[1] - cartX[0][1].p[1];
cartXDot[2][1].vel[0] = cartXDot[1][1].vel[0] - cartXDot[0][1].vel[0];
cartXDot[2][1].vel[1] = cartXDot[1][1].vel[1] - cartXDot[0][1].vel[1];
cartXDotDot[2][1].vel[0] = cartXDotDot[1][1].vel[0] - cartXDotDot[0][1].vel[0];
cartXDotDot[2][1].vel[1] = cartXDotDot[1][1].vel[1] - cartXDotDot[0][1].vel[1];
printf("%f %f %f %f %f %f %f\n", t, cartX[2][1].p[0], cartX[2][1].p[1], cartXDot[2][1].vel[0], cartXDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].vel[1]);
//Regulator or controller
betha(0) = alpha(0, 0)*((Kp / 40000.0) * cartXDotDot[2][1].vel[0] + (Kv / 4000.0) * cartXDot[2][1].vel[0] + (Kp) * cartX[2][1].p[0]);
betha(1) = alpha(1, 1)*((Kp / 20000.0) * cartXDotDot[2][1].vel[1] + (Kv / 500.0) * cartXDot[2][1].vel[1] + (0.75 * Kp) * cartX[2][1].p[1]);
}
return 0;
}
int main()
{
using namespace KDL;
//Definition of kinematic chain
//-----------------------------------------------------------------------------------------------//
//Joint (const JointType &type=None, const double &scale=1, const double &offset=0, const double &inertia=0, const double &damping=0, const double &stiffness=0)
Joint rotJoint0 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint1 = Joint(Joint::RotZ, 1, 0, 0.01);
Frame refFrame(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, 0.0, 0.0));
Frame frame1(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.4, 0.0));
Frame frame2(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.4, 0.0));
//Segment (const Joint &joint=Joint(Joint::None), const Frame &f_tip=Frame::Identity(), const RigidBodyInertia &I=RigidBodyInertia::Zero())
Segment segment1 = Segment(rotJoint0, frame1);
Segment segment2 = Segment(rotJoint1, frame2);
// RotationalInertia (double Ixx=0, double Iyy=0, double Izz=0, double Ixy=0, double Ixz=0, double Iyz=0)
RotationalInertia rotInerSeg1(0.0, 0.0, 0.0, 0.0, 0.0, 0.0); //around symmetry axis of rotation
//RigidBodyInertia (double m=0, const Vector &oc=Vector::Zero(), const RotationalInertia &Ic=RotationalInertia::Zero())
RigidBodyInertia inerSegment1(0.3, Vector(0.0, -0.4, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment2(0.3, Vector(0.0, -0.4, 0.0), rotInerSeg1);
segment1.setInertia(inerSegment1);
segment2.setInertia(inerSegment2);
Chain chain;
chain.addSegment(segment1);
chain.addSegment(segment2);
//~Definition of kinematic chain
//----------------------------------------------------------------------------------------------//
//Definition of constraints and external disturbances
//--------------------------------------------------------------------------------------//
//Constraint force matrix at the end-effector
//What is the convention for the spatial force matrix; is it the same as in thesis?
//NOTE AZAMAT: Constraint are also defined in local reference frame?!
Vector constrainXLinear(0.0, 0.0, 0.0);
Vector constrainXAngular(0.0, 0.0, 0.0);
Vector constrainYLinear(0.0, 1.0, 0.0);
Vector constrainYAngular(0.0, 0.0, 0.0);
Vector constrainZLinear(0.0, 0.0, 0.0);
Vector constrainZAngular(0.0, 0.0, 0.0);
Twist constraintForcesX(constrainXLinear, constrainXAngular);
Twist constraintForcesY(constrainYLinear, constrainYAngular);
//Twist constraintForcesZ(constrainZLinear, constrainZAngular);
Jacobian alpha(1);
//alpha.setColumn(0, constraintForcesX);
alpha.setColumn(0, constraintForcesY);
//Acceleration energy at the end-effector
JntArray betha(1); //set to zero
betha(0) = 0.0;
//betha(1) = 0.0;
//betha(2) = 0.0;
//arm root acceleration
Vector linearAcc(0.0, 10, 0.0); //gravitational acceleration along Y
Vector angularAcc(0.0, 0.0, 0.0);
Twist twist1(linearAcc, angularAcc);
//external forces on the arm
Vector externalForce1(0.0, 0.0, 0.0);
Vector externalTorque1(0.0, 0.0, 0.0);
Vector externalForce2(0.0, 0.0, 0.0);
Vector externalTorque2(0.0, 0.0, 0.0);
Wrench externalNetForce1(externalForce1, externalTorque1);
Wrench externalNetForce2(externalForce2, externalTorque2);
Wrenches externalNetForce;
externalNetForce.push_back(externalNetForce1);
externalNetForce.push_back(externalNetForce2);
//~Definition of constraints and external disturbances
//-------------------------------------------------------------------------------------//
//Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
int numberOfConstraints = 1;
ChainIdSolver_Vereshchagin constraintSolver(chain, twist1, numberOfConstraints);
//These arrays of joint values contain actual and desired values
//actual is generated by a solver and integrator
//desired is given by an interpolator
//error is the difference between desired-actual
int k = 3;
JntArray jointPoses[k];
JntArray jointRates[k];
JntArray jointAccelerations[k];
JntArray jointTorques[k];
JntArray biasqDotDot(chain.getNrOfJoints());
for (int i = 0; i < k; i++)
{
JntArray jointValues(chain.getNrOfJoints());
jointPoses[i] = jointValues;
jointRates[i] = jointValues;
jointAccelerations[i] = jointValues;
jointTorques[i] = jointValues;
}
//cartesian space/link values
k = 4;
Frames cartX[k];
Twists cartXDot[k];
Twists cartXDotDot[k];
Twist accLink;
for (int i = 0; i < k; i++) //i is number of variables (actual, desired, error)
{
for (int j = 0; j < k-1; j++) //j is number of links
{
cartX[i].push_back(frame1);
cartXDot[i].push_back(accLink);
cartXDotDot[i].push_back(accLink);
}
}
// Initial arm position configuration/constraint
JntArray jointInitialPose(chain.getNrOfJoints());
jointInitialPose(0) = 0.0; // initial joint0 pose
jointInitialPose(1) = M_PI/6.0; //initial joint1 pose, negative in clockwise
//j0=0.0, j1=pi/6.0 correspond to x = 0.2, y = -0.7464
//j0=2*pi/3.0, j1=pi/4.0 correspond to x = 0.44992, y = 0.58636
//actual
jointPoses[0](0) = jointInitialPose(0);
jointPoses[0](1) = jointInitialPose(1);
//desired
jointPoses[1](0) = jointInitialPose(0);
jointPoses[1](1) = jointInitialPose(1);
//~Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
//Definition of process main loop
//-------------------------------------------------------------------------------------//
double taskTimeConstant = 2; //Time required to complete the task move(frameinitialPose, framefinalPose) default T=10.0
double simulationTime = 2.5*taskTimeConstant;
double timeDelta = 0.001;
bool status;
double ksi = 1; //damping factor
double Kp = 0.02/(taskTimeConstant*taskTimeConstant);
double Kv = 1*ksi/taskTimeConstant;
double Ki = 1.0;
double Ka = 0.0;
//Interpolator parameters:
double b0_y = -0.7464102; //should come from initial joint configuration
double b1_y = 0.0;
double b2_y = 0.0;//((0.5 + 0.7464)*3.0 / TimeConstant * TimeConstant);
double b3_y = 0.0;//-((0.5 + 0.7464)*2.0 / TimeConstant * TimeConstant * TimeConstant);
double b0_x = 0.2; //should come from initial joint configuration
double b1_x = 0.0;
double b2_x = 0.0;//((0.5 + 0.7464)*3.0 / TimeConstant * TimeConstant);
double b3_x = 0.0;//-((0.5 + 0.7464)*2.0 / TimeConstant * TimeConstant * TimeConstant);
/*
double a0_q0 = jointPoses[1](0);
double a1_q0 = 0.0;
double a2_q0 = ((qFinalPose(0) - jointPoses[1](0))*3.0 / TimeConstant * TimeConstant);
double a3_q0 = -((qFinalPose(0) - jointPoses[1](0))*2.0 / TimeConstant * TimeConstant * TimeConstant);
double a0_q1 = jointPoses[1](1);
double a1_q1 = 0.0;
double a2_q1 = ((qFinalPose(1) - jointPoses[1](1))*3.0 / TimeConstant * TimeConstant);
double a3_q1 = -((qFinalPose(1) - jointPoses[1](1))*2.0 / TimeConstant * TimeConstant * TimeConstant);
*/
for (double t = 0.0; t <=simulationTime; t = t + timeDelta)
{
//Interpolation (Desired) q = a0+a1t+a2t^2+a3t^3
//Do we feed these values? then jointPoses[0] = jointPoses[1]; jointRates[0] = jointRates[1];
// But I don't think so, in control desired trajectory plays role of the reference that the controller should strive for from its actual (previous, current) state.
cartX[1][1].p[0] = b0_x + b1_x * t + b2_x * t * t + b3_x * t * t*t;
cartX[1][1].p[1] = b0_y + b1_y * t + b2_y * t * t + b3_y * t * t*t;
cartXDot[1][1].vel[0] = b1_x + 2 * b2_x * t + 3 * b3_x * t*t;
cartXDot[1][1].vel[1] = b1_y + 2 * b2_y * t + 3 * b3_y * t*t;
cartXDotDot[1][1].vel[0] = 2 * b2_x + 6 * b3_x*t;
cartXDotDot[1][1].vel[1] = 2 * b2_y + 6 * b3_y*t;
// printf("Desired Cartesian values: %f %f %f %f %f %f %f\n", t, cartX[1][1].p[0], cartX[1][1].p[1], cartXDot[1][1].vel[0], cartXDot[1][1].vel[1], cartXDotDot[1][1].vel[0], cartXDotDot[1][1].vel[1]);
status = constraintSolver.CartToJnt(jointPoses[0], jointRates[0], jointAccelerations[0], alpha, betha, externalNetForce, jointTorques[0]);
/*
constraintSolver.initial_upwards_sweep(jointPoses[0], jointRates[0], jointAccelerations[0], externalNetForce);
constraintSolver.downwards_sweep(alpha, jointTorques[0]);
constraintSolver.constraint_calculation(betha);
constraintSolver.final_upwards_sweep(jointAccelerations[0], cartXDotDot[0], jointTorques[0]);
*/
//Integration(robot joint values for rates and poses; actual) at the given "instanteneous" interval for joint position and velocity.
jointRates[0](0) = jointRates[0](0) + jointAccelerations[0](0) * timeDelta; //Euler Forward
jointPoses[0](0) = jointPoses[0](0) + (jointRates[0](0) - jointAccelerations[0](0) * timeDelta / 2.0) * timeDelta; //Trapezoidal rule
jointRates[0](1) = jointRates[0](1) + jointAccelerations[0](1) * timeDelta; //Euler Forward
jointPoses[0](1) = jointPoses[0](1) + (jointRates[0](1) - jointAccelerations[0](1) * timeDelta / 2.0) * timeDelta;
//printf("Joint %f %f %f %f %f %f %f %f %f\n", t, jointPoses[0](0), jointPoses[0](1), jointRates[0](0), jointRates[0](1), jointAccelerations[0](0), jointAccelerations[0](1), jointTorques[0](0), jointTorques[0](1));
constraintSolver.initial_upwards_sweep(jointPoses[0], jointRates[0], jointAccelerations[0], externalNetForce);
constraintSolver.getLinkCartesianPose(cartX[0]);
constraintSolver.getLinkCartesianVelocity(cartXDot[0]);
constraintSolver.getLinkCartesianAcceleration(cartXDotDot[0]);
//printf("Cartesian actual %f %f %f %f %f %f %f %f\n", t, cartX[0][1].p.x(), cartX[0][1].p.y(), cartXDot[0][1].vel[0], cartXDot[0][1].vel[1], cartXDotDot[0][1].vel[0], cartXDotDot[0][1].vel[1], cartXDotDot[0][1].rot[2]);
//Error
/*
jointPoses[2](0) = jointPoses[1](0) - jointPoses[0](0);
jointPoses[2](1) = jointPoses[1](1) - jointPoses[0](1);
jointRates[2](0) = jointRates[1](0) - jointRates[0](0);
jointRates[2](1) = jointRates[1](1) - jointRates[0](1);
jointAccelerations[2](0) = jointAccelerations[1](0) - jointAccelerations[0](0);
jointAccelerations[2](1) = jointAccelerations[1](1) - jointAccelerations[0](1);
printf("Errors: %f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[2](0), jointAccelerations[2](1));
*/
//e = d - a
cartX[2][1].p[0] = cartX[1][1].p[0] - cartX[0][1].p[0];
cartX[2][1].p[1] = cartX[1][1].p[1] - cartX[0][1].p[1];
cartXDot[2][1].vel[0] = cartXDot[1][1].vel[0] - cartXDot[0][1].vel[0];
cartXDot[2][1].vel[1] = cartXDot[1][1].vel[1] - cartXDot[0][1].vel[1];
cartXDotDot[2][1].vel[0] = cartXDotDot[1][1].vel[0] - cartXDotDot[0][1].vel[0];
cartXDotDot[2][1].vel[1] = cartXDotDot[1][1].vel[1] - cartXDotDot[0][1].vel[1];
cartXDotDot[2][1].rot[2] = cartXDotDot[1][1].rot[2] - cartXDotDot[0][1].rot[2];
cartX[3][1].p[0] += timeDelta*cartX[2][1].p[0]; //for integral term;
cartX[3][1].p[1] += timeDelta*cartX[2][1].p[1];
printf("Cartesian error %f %f %f %f %f %f %f %f\n", t, cartX[2][1].p[0], cartX[2][1].p[1], cartXDot[2][1].vel[0], cartXDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].rot[2]);
//Regulator or controller
//externalNetForce[1].force[0] = ( (Kv)*cartXDot[2][1].vel[0] + (Kp)*cartX[2][1].p[0] + Ki*cartX[3][1].p[0]);
betha(0) = ( (Kv)*cartXDot[2][1].vel[1] - (Ka)*cartXDot[2][1].rot[2] + (Kp)*cartX[2][1].p[1]);// + Ki*cartX[3][1].p[0]);
//betha(1) = betha(1) +( (Kv)*cartXDot[2][1].vel[1] + (Kp)*cartX[2][1].p[1]);// + Ki*cartX[3][1].p[0]);
//printf("betha %f %f\n", betha(0), betha(1));
}
//~Definition of process main loop
//-------------------------------------------------------------------------------------//
return 0;
}
/*
* To compute the jacobian, we start at the base, and iterate up the chain. We assume that the link we are currently on
* is the last link in the chain, so the tip of our current link is effectively the end-effector of our chain. Once we compute
* the jacobian for this pseudo-end effector, we move to the next link, and transform the previously computed jacobian to be for
* the new end-effector.
*/
int LinkParamJacobianSolver::JointsToCartesian(const Chain& chain, const JntArray& joint_states, LinkParamJacobian& jac)
{
const unsigned int N = chain.getNrOfJoints() ;
if ( joint_states.rows() != N ) // Sanity check on input data
return -1 ;
jac.links_.resize(N) ;
Frame T_start_to_eef ; // Defines transform from the start of the chain to end-effector [of the part of the chain we've seen so far]
Frame T_start_to_prev_eef = Frame::Identity() ;
unsigned int joint_num = 0 ; // Keep track of which joint we're currently on. Since some joints are fixed,
// the joint # could be different than the segment #
for (unsigned int i=0; i<chain.getNrOfSegments(); i++) // Walk up the chain
{
const bool movable = chain.getSegment(i).getJoint().getType() != Joint::None ; // Not sure what the right answer is for dealing with fixed joints
const bool process_segment = movable ; // For now, compute Jacobians only for movable joints.
if(process_segment)
T_start_to_eef = T_start_to_prev_eef * chain.getSegment(i).pose(joint_states(joint_num)) ;
else
T_start_to_eef = T_start_to_prev_eef * chain.getSegment(i).pose(0.0) ;
Vector cur_segment_length = T_start_to_eef.p - T_start_to_prev_eef.p ; // Defines vector-length of the current segment in the global frame
jac.changeRefPoint(cur_segment_length) ; // Walk the previously computed jacobians up the chain
if (process_segment)
{
// Build Twists for the translation elements x,y,z. These translations occur in the base frame of the current segment
Twist trans_twist[3] ;
trans_twist[0].vel[0] = 1.0 ;
trans_twist[0].vel[1] = 0.0 ;
trans_twist[0].vel[2] = 0.0 ;
trans_twist[1].vel[0] = 0.0 ;
trans_twist[1].vel[1] = 1.0 ;
trans_twist[1].vel[2] = 0.0 ;
trans_twist[2].vel[0] = 0.0 ;
trans_twist[2].vel[1] = 0.0 ;
trans_twist[2].vel[2] = 1.0 ;
// Build rotation from start to base frame of current link. This also includes the rotation from the current link's joint.
Rotation R_start_to_cur_base = T_start_to_prev_eef.M * chain.getSegment(i).getJoint().pose(joint_states(joint_num)).M ;
for (int j=0; j<3; j++)
{
trans_twist[j] = R_start_to_cur_base*trans_twist[j] ; // Rotate translations from the base frame of the current link to the start frame
jac.links_[joint_num].trans_[j] = trans_twist[j] ; // Copy data into the output datatype
}
// Build Twists for incremental rotations at the end of the segment. These translations occur after the segment transform.
Twist rot_twist[3] ;
// First build twists in the [current] end-effector frame
rot_twist[0].rot[0] = 1.0 ;
rot_twist[0].rot[1] = 0.0 ;
rot_twist[0].rot[2] = 0.0 ;
rot_twist[1].rot[0] = 0.0 ;
rot_twist[1].rot[1] = 1.0 ;
rot_twist[1].rot[2] = 0.0 ;
rot_twist[2].rot[0] = 0.0 ;
rot_twist[2].rot[1] = 0.0 ;
rot_twist[2].rot[2] = 1.0 ;
// Now we need to transform these rotation twists to the base (beginning-of-segment) frame
for (int j=0; j<3; j++)
{
rot_twist[j] = T_start_to_eef.M*rot_twist[j] ;
jac.links_[joint_num].rot_[j] = rot_twist[j] ; // Copy data into the output datatype
}
}
if (movable)
joint_num++ ;
T_start_to_prev_eef = T_start_to_eef ;
}
return 0 ;
}
int main()
{
using namespace KDL;
//Definition of kinematic chain
//-----------------------------------------------------------------------------------------------//
//Joint (const JointType &type=None, const double &scale=1, const double &offset=0, const double &inertia=0, const double &damping=0, const double &stiffness=0)
Joint rotJoint0 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint1 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint2 = Joint(Joint::RotZ, 1, 0, 0.01);
Joint rotJoint3 = Joint(Joint::RotZ, 1, 0, 0.01);
Frame refFrame(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, 0.0, 0.0));
Frame frame1(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
Frame frame2(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
Frame frame3(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
Frame frame4(Rotation::RPY(0.0, 0.0, 0.0), Vector(0.0, -0.2, 0.0));
//Segment (const Joint &joint=Joint(Joint::None), const Frame &f_tip=Frame::Identity(), const RigidBodyInertia &I=RigidBodyInertia::Zero())
Segment segment1 = Segment(rotJoint0, frame1);
Segment segment2 = Segment(rotJoint1, frame2);
Segment segment3 = Segment(rotJoint2, frame3);
Segment segment4 = Segment(rotJoint3, frame4);
// RotationalInertia (double Ixx=0, double Iyy=0, double Izz=0, double Ixy=0, double Ixz=0, double Iyz=0)
RotationalInertia rotInerSeg1(0.0, 0.0, 0.0, 0.0, 0.0, 0.0); //around symmetry axis of rotation
//RigidBodyInertia (double m=0, const Vector &oc=Vector::Zero(), const RotationalInertia &Ic=RotationalInertia::Zero())
RigidBodyInertia inerSegment1(0.5, Vector(0.0, -0.2, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment2(0.5, Vector(0.0, -0.2, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment3(0.5, Vector(0.0, -0.2, 0.0), rotInerSeg1);
RigidBodyInertia inerSegment4(0.5, Vector(0.0, -0.2, 0.0), rotInerSeg1);
segment1.setInertia(inerSegment1);
segment2.setInertia(inerSegment2);
segment3.setInertia(inerSegment3);
segment4.setInertia(inerSegment4);
Chain chain;
chain.addSegment(segment1);
chain.addSegment(segment2);
chain.addSegment(segment3);
chain.addSegment(segment4);
//~Definition of kinematic chain
//Definition of constraints and external disturbances
//--------------------------------------------------------------------------------------//
//Constraint force matrix at the end-effector
//What is the convention for the spatial force matrix; is it the same as in thesis?
//NOTE AZAMAT: Constraint are also defined in local reference frame?!
Vector constrainXLinear(1.0, 0.0, 0.0);
Vector constrainXAngular(0.0, 0.0, 0.0);
Vector constrainYLinear(0.0, 0.0, 0.0);
Vector constrainYAngular(0.0, 0.0, 0.0);
Vector constrainZLinear(0.0, 0.0, 0.0);
Vector constrainZAngular(0.0, 0.0, 0.0);
Twist constraintForcesX(constrainXLinear, constrainXAngular);
Twist constraintForcesY(constrainYLinear, constrainYAngular);
Twist constraintForcesZ(constrainZLinear, constrainZAngular);
Jacobian alpha(1);
alpha.setColumn(0, constraintForcesX);
// alpha.setColumn(1, constraintForcesY);
//Acceleration energy at the end-effector
JntArray betha(1); //set to zero
betha(0) = 0.0;
// betha(1) = 0.0;
//betha(2) = 0.0;
//arm root acceleration
Vector linearAcc(0.0, 9.8, 0.0); //gravitational acceleration along Y
Vector angularAcc(0.0, 0.0, 0.0);
Twist twist1(linearAcc, angularAcc);
//external forces on the arm
Vector externalForce1(0.0, 0.0, 0.0);
Vector externalTorque1(0.0, 0.0, 0.0);
Vector externalForce2(0.0, 0.0, 0.0);
Vector externalTorque2(0.0, 0.0, 0.0);
Wrench externalNetForce1(externalForce1, externalTorque1);
Wrench externalNetForce2(externalForce2, externalTorque2);
Wrenches externalNetForce;
externalNetForce.push_back(externalNetForce1);
externalNetForce.push_back(externalNetForce2);
externalNetForce.push_back(externalNetForce1);
externalNetForce.push_back(externalNetForce2);
//~Definition of constraints and external disturbances
//Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
int numberOfConstraints = 1;
ChainIdSolver_Vereshchagin constraintSolver(chain, twist1, numberOfConstraints);
//These arrays of joint values contain actual and desired values
//actual is generated by a solver and integrator
//desired is given by an interpolator
//error is the difference between desired-actual
//0-actual, 1-desired, 2-error
int k = 4;
JntArray jointPoses[k];
JntArray jointRates[k];
JntArray jointAccelerations[k];
JntArray jointTorques[k];
JntArray biasqDotDot(chain.getNrOfJoints());
for (int i = 0; i < k; i++)
{
JntArray jointValues(chain.getNrOfJoints());
jointPoses[i] = jointValues;
jointRates[i] = jointValues;
jointAccelerations[i] = jointValues;
jointTorques[i] = jointValues;
}
//cartesian space/link values
//0-actual, 1-desire, 2-error, 3-errorsum
k = 4;
Frames cartX[k];
Twists cartXDot[k];
Twists cartXDotDot[k];
Twist accLink;
for (int i = 0; i < k; i++) //i is number of variables (actual, desired, error)
{
for (int j = 0; j < 4; j++) //j is number of links, in this case 4
{
cartX[i].push_back(frame1);
cartXDot[i].push_back(accLink);
cartXDotDot[i].push_back(accLink);
}
}
// Initial arm position configuration/constraint, negative in clockwise
JntArray jointFinalPose(chain.getNrOfJoints());
jointFinalPose(0) = M_PI/2.0;
jointFinalPose(1) = M_PI/24.0;
jointFinalPose(2) = -M_PI/12.0;
jointFinalPose(3) = M_PI/12.0;
//correspond to x = 0.398289 y = 0.026105
JntArray jointInitialPose(chain.getNrOfJoints());
jointInitialPose(0) = 5*M_PI/6.0;
jointInitialPose(1) = M_PI/12.0;
jointInitialPose(2) = -M_PI/6.0;
jointInitialPose(3) = -M_PI/3.0;
//correspond to x = 0.151764 y= 0.366390
//actual initial
jointPoses[0](0) = jointInitialPose(0);
jointPoses[0](1) = jointInitialPose(1);
jointPoses[0](2) = jointInitialPose(2);
jointPoses[0](3) = jointInitialPose(3);
//desired initial
// jointPoses[1](0) = jointInitialPose(0);
// jointPoses[1](1) = jointInitialPose(1);
//~Definition of solver and initial configuration
//-------------------------------------------------------------------------------------//
//Definition of process main loop
//-------------------------------------------------------------------------------------//
//-------------------------------------------------------------------------------------//
double taskTimeConstant = 2.5; //Time required to complete the task move(frameinitialPose, framefinalPose) default T=10.0
double simulationTime = 2*taskTimeConstant;
double timeDelta = 0.001;
double timeToSettle = 0.015;
int status;
double ksi[2] = {1.0, 1.0}; //damping factor
double Kp[2];
Kp[0] = 5.49996/(timeToSettle*timeToSettle);
Kp[1] = 1.352/(timeToSettle*timeToSettle);
double Kv[2];
Kv[0] = 18.4997*ksi[0]/timeToSettle;
Kv[1] = 7.5189*ksi[1]/timeToSettle;
double Ki[2] = {0.0, 0.0};
double K = 0.005;
/*
//For cartesian space control with constraints and using external forces
double ksi[2] = {1.0, 1.0}; //damping factor
double Kp[2];
Kp[0] = 6000.0/(taskTimeConstant*taskTimeConstant);
Kp[1] = 11000.0/(taskTimeConstant*taskTimeConstant);
double Kv[2];
Kv[0] = 130*ksi[0]/taskTimeConstant;
Kv[1] = 160*ksi[1]/taskTimeConstant;
double Ki[2] = {-5.01, -5.1};
//For cartesian space control without constraints using external forces
double ksi[2] = {1.0, 1.0}; //damping factor
double Kp[2];
Kp[0] = 7000.0/(taskTimeConstant*taskTimeConstant);
Kp[1] = 12000.0/(taskTimeConstant*taskTimeConstant);
double Kv[2];
Kv[0] = 130*ksi[0]/taskTimeConstant;
Kv[1] = 160*ksi[1]/taskTimeConstant;
double Ki[2] = {-5.01, -5.1};
//For joint space control without constraints using computed torque
double ksi[2] = {1.0, 1.0}; //damping factor
double Kp[2];
Kp[0] = 4000.0/(taskTimeConstant*taskTimeConstant);
Kp[1] = 3200.0/(taskTimeConstant*taskTimeConstant);
double Kv[2];
Kv[0] = 20*ksi[0]/taskTimeConstant;
Kv[1] = 30*ksi[1]/taskTimeConstant;
double Ki[2] = {33.5, 10.5};
double Ka[2] = {0.0, 0.0};
*/
//Interpolator parameters:
double b0_y = 0.366390; //should come from initial joint configuration
double b1_y = 0.0;
double b2_y = ((0.026105 - b0_y)*3.0 / (simulationTime * simulationTime)); //yFinal = 0.026105 x= 0.398289
double b3_y = -((0.026105 - b0_y)*2.0 / (simulationTime * simulationTime * simulationTime));
double b0_x = 0.151764; //should come from initial joint configuration
double b1_x = 0.0;
double b2_x = ((0.151764 - b0_x)*3.0 / (simulationTime * simulationTime)); // Xfinal= xInitial = 0.151764
double b3_x = -((0.151764 - b0_x)*2.0 / (simulationTime * simulationTime * simulationTime));
/*
double a0_q0 = jointInitialPose(0);
double a1_q0 = 0.0;
double a2_q0 = ((jointFinalPose(0) - jointInitialPose(0))*3.0 / (simulationTime * simulationTime));
double a3_q0 = -((jointFinalPose(0) - jointInitialPose(0))*2.0 / (simulationTime * simulationTime * simulationTime));
double a0_q1 = jointInitialPose(1);
double a1_q1 = 0.0;
double a2_q1 = ((jointFinalPose(1) - jointInitialPose(1))*3.0 / (simulationTime * simulationTime));
double a3_q1 = -((jointFinalPose(1) - jointInitialPose(1))*2.0 / (simulationTime * simulationTime * simulationTime));
*/
double feedforwardJointTorque0 = 0.0;
double feedforwardJointTorque1 = 0.0;
for (double t = 0.0; t <= simulationTime; t = t + timeDelta)
{
/*
* double j1 = 0;
double j2 = 0;
double j3 = 0;
double j4 = 0;
Eigen::MatrixXd chainJacobian(6, 2);
chainJacobian.setZero();
chainJacobian(5, 0) = 1;
chainJacobian(5, 1) = 1;
// Jacobian inverse
j1 = -0.4 * sin(jointPoses[0](0)) - 0.4 * sin(jointPoses[0](1));
j2 = -0.4 * sin(jointPoses[0](0) + jointPoses[0](0));
j3 = 0.4 * cos(jointPoses[0](0)) + 0.4 * cos(jointPoses[0](0) + jointPoses[0](1));
j4 = 0.4 * cos(jointPoses[0](0) + jointPoses[0](1));
//printf("t, j1, j2, j3, j4 %f %f %f %f %f\n", t, j1, j2, j3, j4);
chainJacobian(0, 0) = j1;
chainJacobian(0, 1) = j2;
chainJacobian(1, 0) = j3;
chainJacobian(1, 1) = j4;
*/
//Interpolation (Desired) q = a0+a1t+a2t^2+a3t^3
//Do we feed these values? then jointPoses[0] = jointPoses[1]; jointRates[0] = jointRates[1];
// But I don't think so, in control desired trajectory plays role of the reference that the controller should strive for from its actual (previous, current) state.
cartX[1][1].p[0] = b0_x + b1_x * t + b2_x * t * t + b3_x * t * t*t;
cartX[1][1].p[1] = b0_y + b1_y * t + b2_y * t * t + b3_y * t * t*t;
cartXDot[1][1].vel[0] = b1_x + 2 * b2_x * t + 3 * b3_x * t*t;
cartXDot[1][1].vel[1] = b1_y + 2 * b2_y * t + 3 * b3_y * t*t;
cartXDotDot[1][1].vel[0] = 2 * b2_x + 6 * b3_x*t;
cartXDotDot[1][1].vel[1] = 2 * b2_y + 6 * b3_y*t;
// printf("%f %f %f %f %f %f %f\n", t, cartX[1][1].p[0], cartX[1][1].p[1], cartXDot[1][1].vel[0], cartXDot[1][1].vel[1], cartXDotDot[1][1].vel[0], cartXDotDot[1][1].vel[1]);
//printf("Desired Cartesian values: %f %f %f %f %f %f %f\n", t, cartX[1][1].p[0], cartX[1][1].p[1], cartXDot[1][1].vel[0], cartXDot[1][1].vel[1], cartXDotDot[1][1].vel[0], cartXDotDot[1][1].vel[1]);
/*
jointPoses[1](0) = a0_q0 + a1_q0 * t + a2_q0 * t * t + a3_q0 * t * t*t;
jointPoses[1](1) = a0_q1 + a1_q1 * t + a2_q1 * t * t + a3_q1 * t * t*t;
jointRates[1](0) = a1_q0 + 2 * a2_q0 * t + 3 * a3_q0 * t*t;
jointRates[1](1) = a1_q1 + 2 * a2_q1 * t + 3 * a3_q1 * t*t;
jointAccelerations[1](0) = 2 * a2_q0 + 6 * a3_q0*t;
jointAccelerations[1](1) = 2 * a2_q1 + 6 * a3_q1*t;
//printf("Desired joint values: %f %f %f %f %f %f %f\n", t, jointPoses[1](0), jointPoses[1](1), jointRates[1](0), jointRates[1](1), jointAccelerations[1](0), jointAccelerations[1](1));
//printf("%f %f %f %f %f %f %f\n", t, jointPoses[1](0), jointPoses[1](1), jointRates[1](0), jointRates[1](1), jointAccelerations[1](0), jointAccelerations[1](1));
*/
status = constraintSolver.CartToJnt(jointPoses[0], jointRates[0], jointAccelerations[0],alpha, betha, externalNetForce, jointTorques[0]);
constraintSolver.getLinkCartesianPose(cartX[0]);
constraintSolver.getLinkCartesianVelocity(cartXDot[0]);
constraintSolver.getLinkCartesianAcceleration(cartXDotDot[0]);
printf("%f %f %f %f %f %f %f\n", t, cartX[0][1].p.x(), cartX[0][1].p.y(), cartXDot[0][1].vel[0], cartXDot[0][1].vel[1], cartXDotDot[0][1].vel[0], cartXDotDot[0][1].vel[1]);
// printf("Actual cartesian values: %f %f %f %f %f %f %f\n", t, cartX[0][1].p.x(), cartX[0][1].p.y(), cartXDot[0][1].vel[0], cartXDot[0][1].vel[1], cartXDotDot[0][1].vel[0], cartXDotDot[0][1].vel[1]);
//Integration(robot joint values for rates and poses; actual) at the given "instanteneous" interval for joint position and velocity.
jointRates[0](0) = jointRates[0](0) + jointAccelerations[0](0) * timeDelta; //Euler Forward
jointPoses[0](0) = jointPoses[0](0) + (jointRates[0](0) - jointAccelerations[0](0) * timeDelta / 2.0) * timeDelta; //Trapezoidal rule
jointRates[0](1) = jointRates[0](1) + jointAccelerations[0](1) * timeDelta; //Euler Forward
jointPoses[0](1) = jointPoses[0](1) + (jointRates[0](1) - jointAccelerations[0](1) * timeDelta / 2.0) * timeDelta;
jointRates[0](2) = jointRates[0](2) + jointAccelerations[0](2) * timeDelta; //Euler Forward
jointPoses[0](2) = jointPoses[0](2) + (jointRates[0](2) - jointAccelerations[0](2) * timeDelta / 2.0) * timeDelta; //Trapezoidal rule
jointRates[0](3) = jointRates[0](3) + jointAccelerations[0](3) * timeDelta; //Euler Forward
jointPoses[0](3) = jointPoses[0](3) + (jointRates[0](3) - jointAccelerations[0](3) * timeDelta / 2.0) * timeDelta;
// printf("%f %f %f %f %f %f %f %f %f\n", t, jointPoses[0](0), jointPoses[0](1), jointPoses[0](2), jointPoses[0](3), jointAccelerations[0](0), jointAccelerations[0](1), jointAccelerations[0](2), jointAccelerations[0](3));
//printf("Actual joint values: %f %f %f %f %f %f %f %f %f\n", t, jointPoses[0](0), jointPoses[0](1), jointRates[0](0), jointRates[0](1), jointAccelerations[0](0), jointAccelerations[0](1), jointTorques[0](0), jointTorques[0](1));
//Error
/*
jointPoses[2](0) = jointPoses[1](0) - jointPoses[0](0);
jointPoses[2](1) = jointPoses[1](1) - jointPoses[0](1);
jointRates[2](0) = jointRates[1](0) - jointRates[0](0);
jointRates[2](1) = jointRates[1](1) - jointRates[0](1);
jointAccelerations[2](0) = jointAccelerations[1](0) - jointAccelerations[0](0);
jointAccelerations[2](1) = jointAccelerations[1](1) - jointAccelerations[0](1);
jointPoses[3](0) += timeDelta*jointPoses[2](0);
jointPoses[3](1) += timeDelta*jointPoses[2](1);
//printf("%f %f %f %f %f %f %f\n", t, jointPoses[2](0), jointPoses[2](1), jointRates[2](0), jointRates[2](1), jointAccelerations[2](0), jointAccelerations[2](1));
*/
cartX[2][1].p[0] = cartX[1][1].p[0] - cartX[0][1].p[0];
cartX[2][1].p[1] = cartX[1][1].p[1] - cartX[0][1].p[1];
cartXDot[2][1].vel[0] = cartXDot[1][1].vel[0] - cartXDot[0][1].vel[0];
cartXDot[2][1].vel[1] = cartXDot[1][1].vel[1] - cartXDot[0][1].vel[1];
cartXDotDot[2][1].vel[0] = cartXDotDot[1][1].vel[0] - cartXDotDot[0][1].vel[0];
cartXDotDot[2][1].vel[1] = cartXDotDot[1][1].vel[1] - cartXDotDot[0][1].vel[1];
cartX[3][1].p[0] += timeDelta * cartX[2][1].p[0]; //for integral term;
cartX[3][1].p[1] += timeDelta * cartX[2][1].p[1];
//printf("%f %f %f %f %f %f %f\n", t, cartX[2][1].p[0], cartX[2][1].p[1], cartXDot[2][1].vel[0], cartXDot[2][1].vel[1], cartXDotDot[2][1].vel[1], cartXDotDot[2][1].vel[1]);
//Regulator or controller
//acceleration energy control
// betha(0) = alpha(0, 0)*(K * cartXDotDot[2][1].vel[0] + (Kv[0]) * cartXDot[2][1].vel[0] + (Kp[0]) * cartX[2][1].p[0]+ Ki[1] * cartX[3][1].p[0]); // 0.5xgain
// betha(1) = alpha(1, 1)*(K * cartXDotDot[2][1].vel[1] + (Kv[0]) * cartXDot[2][1].vel[1] + (Kp[1]) * cartX[2][1].p[1] + Ki[1] * cartX[3][1].p[0]);
/*
//computed joint torque control
feedforwardJointTorque0 = jointAccelerations[1](0) + (Kp[0])*jointPoses[2](0) + (Kv[0])*jointRates[2](0) + (Ki[0])*jointPoses[3](0);
feedforwardJointTorque1 = jointAccelerations[1](1) + (Kp[1])*jointPoses[2](1) + (Kv[1])*jointRates[2](1)+ (Ki[1])*jointPoses[3](1);
jointTorques[0](0) = jointTorques[0](0) + feedforwardJointTorque0;
jointTorques[0](1) = jointTorques[0](1) + feedforwardJointTorque1;
//For cartesian space control one needs to calculate from the obtained joint space value, new cartesian space poses.
//Then based on the difference of the signal (desired-actual) we define a regulation function (controller)
// this difference should be compensated either by joint torques.
externalNetForce[1].force[0] = cartXDotDot[1][1].vel[0] + ((Kv[0]) * cartXDot[2][1].vel[0] + (Kp[0]) * cartX[2][1].p[0] + (Ki[0]) * cartX[3][1].p[0]);
externalNetForce[1].force[1] = cartXDotDot[1][1].vel[1] + ((Kv[1]) * cartXDot[2][1].vel[1] + (Kp[1]) * cartX[2][1].p[1] + (Ki[1]) * cartX[3][1].p[1]);
*/
externalNetForce[1].force[0] = ((Kv[0]) * cartXDot[2][1].vel[0] + (Kp[0]) * cartX[2][1].p[0] );
externalNetForce[1].force[1] = ((Kv[1]) * cartXDot[2][1].vel[1] + (Kp[1]) * cartX[2][1].p[1] ); //controlling y seems to help a little
}
//~Definition of process main loop
//-------------------------------------------------------------------------------------//
return 0;
}
