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Solving the Inverse Kinematics Problem of Multiple Redundant Manipulators with Collision Avoidance in Dynamic Environments

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Abstract

This article presents an approach for collision-free kinematics of multiple redundant manipulators in complex environments. The approach describes a representation of task space and joint limit constraints for redundant manipulators and handles collision-free constraints by micromanipulator dynamic model and velocity obstacles. A new algorithm based on Newton-based and first-order techniques is proposed to generate collision-free inverse kinematics solutions. The present approach is applied in simulation for the redundant manipulators in a various working environments with dynamic obstacles. The physical experiments using a Baxter robot in a various working environments with dynamic obstacles are also performed. The results demonstrate the effectiveness of the proposed approach compared with existing methods regarding working environment and computational cost.

Original languageEnglish
Article number30
JournalJournal of Intelligent and Robotic Systems: Theory and Applications
Volume101
Issue number2
DOIs
StatePublished - Feb 2021

Keywords

  • Collision avoidance
  • Dynamic obstacles
  • Inverse kinematics
  • Multiple manipulators

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