Modern_Robotics/code/MATLAB/InverseDynamicsTrajectory.m

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%*** CHAPTER 8: DYNAMICS OF OPEN CHAINS ***
function taumat ...
= InverseDynamicsTrajectory(thetamat,dthetamat,ddthetamat,g, ...
Ftipmat,Mlist,Glist,Slist)
% Takes thetamat: An N x n matrix of robot joint variables,
% dthetamat: An N x n matrix of robot joint velocities,
% ddthetamat: An N x n matrix of robot joint accelerations,
% g: Gravity vector g,
% Ftipmat: An N x 6 matrix of spatial forces applied by the
% end-effector (If there are no tip forces, the user should
% input a zero and a zero matrix will be used),
% Mlist: List of link frames i relative to i-1 at the home position,
% Glist: Spatial inertia matrices Gi of the links,
% Slist: Screw axes Si of the joints in a space frame.
% Returns taumat: The N x n matrix of joint forces/torques for the
% specified trajectory, where each of the N rows is the
% vector of joint forces/torques at each time step.
% This function uses InverseDynamics to calculate the joint forces/torques
% required to move the serial chain along the given trajectory.
% Example Inputs (3 Link Robot)
%{
clc;clear;
%Create a trajectory to follow using functions from Chapter 9
thetastart = [0; 0; 0];
thetaend = [pi/2; pi/2; pi/2];
Tf = 3;
N= 1000;
method = 5 ;
traj = JointTrajectory(thetastart,thetaend,Tf,N,method);
thetamat = traj;
dthetamat = zeros(1000,3);
ddthetamat = zeros(1000,3);
dt = Tf / (N-1);
for i = 1:N - 1
dthetamat(i + 1,:) = (thetamat(i + 1,:)-thetamat(i,:)) / dt;
ddthetamat(i + 1,:) = (dthetamat(i + 1,:)-dthetamat(i,:)) / dt;
end
%Initialise robot descripstion (Example with 3 links)
g = [0; 0; -9.8];
Ftipmat = ones(N,6);
M01 = [[1, 0, 0, 0]; [0, 1, 0, 0]; [0, 0, 1, 0.089159]; [0, 0, 0, 1]];
M12 = [[0, 0, 1, 0.28]; [0, 1, 0, 0.13585]; [-1, 0 ,0, 0]; [0, 0, 0, 1]];
M23 = [[1, 0, 0, 0]; [0, 1, 0, -0.1197]; [0, 0, 1, 0.395]; [0, 0, 0, 1]];
M34 = [[1, 0, 0, 0]; [0, 1, 0, 0]; [0, 0, 1, 0.14225]; [0, 0, 0, 1]];
G1 = diag([0.010267, 0.010267, 0.00666, 3.7, 3.7, 3.7]);
G2 = diag([0.22689, 0.22689, 0.0151074, 8.393, 8.393, 8.393]);
G3 = diag([0.0494433, 0.0494433, 0.004095, 2.275, 2.275, 2.275]);
Glist = cat(3,G1,G2,G3);
Mlist = cat(4,M01,M12,M23,M34);
Slist = [[1; 0; 1; 0; 1; 0], ...
[0; 1; 0; -0.089; 0; 0], ...
[0; 1; 0; -0.089; 0; 0.425]];
taumat = InverseDynamicsTrajectory(thetamat,dthetamat,ddthetamat,g, ...
Ftipmat,Mlist,Glist,Slist);
%Output using matplotlib to plot the joint forces/torques
time=0:dt:Tf;
plot(time,taumat(:,1),'b')
hold on
plot(time,taumat(:,2),'g')
plot(time,taumat(:,3),'r')
title('Plot for Torque Trajectories')
xlabel('Time')
ylabel('Torque')
legend('Tau1','Tau2','Tau3')
%}
thetamat = thetamat';
dthetamat = dthetamat';
ddthetamat = ddthetamat';
Ftipmat = Ftipmat';
taumat = thetamat;
for i = 1:size(thetamat,2)
taumat(:,i) ...
= InverseDynamics(thetamat(:,i),dthetamat(:,i),ddthetamat(:,i),g, ...
Ftipmat(:,i),Mlist,Glist,Slist);
end
taumat = taumat';
end