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Inverse kinematics of redundant manipulators with guaranteed performance

Dongsheng Guo, Aifen Li, Jianhuang Cai, Qingshan Feng

发表年份
2021
引用次数
17

摘要

Abstract In this paper, the inverse kinematics (IK) of redundant manipulators is presented and studied, where the performance of end-effector path planning is guaranteed. A new Jacobian pseudoinverse (JP)-based IK method is proposed and studied using a typical numerical difference rule to discretize the existing IK method based on JP. The proposed method is depicted in a discrete-time form and is theoretically proven to exhibit great performance in the IK of redundant manipulators. A discrete-time repetitive path planning (DTRPP) scheme and a discrete-time obstacle avoidance (DTOA) scheme are developed for redundant manipulators using the proposed method. Comparative simulations are conducted on a universal robot manipulator and a PA10 robot manipulator to validate the effectiveness and superior performance of the DTRPP scheme, the DTOA scheme, and the proposed JP-based IK method.

关键词

Jacobian matrix and determinantMoore–Penrose pseudoinverseInverse kinematicsControl theory (sociology)KinematicsDiscretizationScheme (mathematics)Motion planningComputer scienceRobot manipulator

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