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  1. Inverse manipulator kinematics
    1. Analytical Solution (Closed-Form)
    2. Numerical Solution

[Theory] [Intro to Robotics, Mechanics and Control] ch4

Inverse manipulator kinematics

Dextrous workspace:

the volume of space that the robot end-effector can reach with all orientations

Reachable workspace:

the volume of space that the robot can reach in at least one orientation.

Multiple solutions:

  • choose the closest one
  • or consider collision when there is obstacle

Analytical Solution (Closed-Form)

Possible only when many alphas are 0 or 90 degrees.

Wrist-partition robot always has closed-form solution.

Has to be solved individually by each specific type of robot.

Numerical Solution

  • Jacobian Pseudo Inverse: need to calculated inverse, sensitive to singularity, but convergent very fast
  • Jacobian Transpose: robust around singularity, but need way more iterations to convergent