七自由度机械臂运动学仿真(Inverse Kinematics Simulation)

本文介绍了三种实现逆向运动学的方法:使用Robotics Toolbox、Robotics System Toolbox及逆向运动学算法。每种方法都通过实例展示了如何根据期望的末端执行器位置调整关节角度,最终通过SimMechanics模型进行仿真验证。

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1. Objective

Inverse Kinematics is used to get the Joint angles based on the Cartesian space position.

In some situations, RCM part need to achieve some positions then mapping to the Master Hand, there is also a desired position. Then we need to know how to adjust the joint to achieve it.

2. Method

(1)Using Robotics Toolbox

For the example, the initial point is the initial configuration and the target point is T2.

T1 = transl(0.35,0,-0.1653) * troty(-pi/2);
T2 = transl(0.2,0.1,0) * trotx(pi/2);

Fig shows the Master Hand in the initial configuration.

 

 

 

 

 

Fig shows the angles of each joint with respect to time.

 

 

 

 

The animation based on given trajectory.

 

(2)Using Robotics System Toolbox

For the example, the way points are selected as followed.

wayPoints = [0.2 -0.2 0.02;0.25 0 0.15; 0.2 0.2 0.02]

 

     Fig shows the Master Hand in the initial configuration.

 

 

 

Fig shows the desired trajectory of end-effector

 

 

 

The animation based on given trajectory

(3)Using Inverse Kinematics Algorithm

For the example, the trajectory is given as followed.

xd = [0.25*(1-cos(pi*t));0.25*(1-sin(pi*t)); 0*t];
xd_dot = [0.25*pi*sin(pi*t);-0.25*pi*cos(pi*t); 0*t];

 

 

 

 

 

    Fig shows the trajectory of end-effector

 


The circle trajectory in 3D model

 

3. Simulation

After calculate the joint angles, we can input to simmechanics model and see the simulation in the real model. Using the function of simmechanics, it is easy to sense the joint status including position, velocity, acceleration, torque or force.

 

 

Animation of first two ik method

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

You can easily sense the data from simscape model, such as position of end-effector.

        

 

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