Operator approach to recursive Jacobian inversion and pseudoinversion
Kenneth Kreutz-Delgado, D. Agahi, David DeMers
Abstract
Kenneth Kreutz-Delgado, D. Agahi, David DeMers
Abstract
Operator forms of the inverse and Moore-Penrose pseudoinverse of the Jacobian for a nonsingular n-link serial spatial manipulator are developed. It is shown that the Jacobian pseudoinverse operation that maps an end-effector velocity to a corresponding joint-space velocity can be performed using an O(n) recursive algorithm involving one 6*6 matrix inversion. It is also shown that an alternative recursive algorithm that produces a kinematic singularity measure as a byproduct can be used to perform the Jacobian inverse operation without the need for a matrix inversion.>
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Operator forms of the inverse and Moore-Penrose pseudoinverse of the Jacobian for a nonsingular n-link serial spatial manipulator are developed. It is shown that the Jacobian pseudoinverse operation that maps an end-effector velocity to a corresponding joint-space velocity can be performed using an O(n) recursive algorithm involving one 6*6 matrix inversion. It is also shown that an alternative recursive algorithm that produces a kinematic singularity measure as a byproduct can be used to perform the Jacobian inverse operation without the need for a matrix inversion.>
Key concepts: Jacobian matrix and determinant, Moore–Penrose pseudoinverse, Invertible matrix, Inversion (geology), Inverse kinematics, Singularity, Algorithm, Mathematics