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Obstacle Avoidance of Manipulator Based on Artificial Potential Field in Joint Space

  • Automotive Engineering College

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In order to reach the target pose with the least amount of joint motion and implement the obstacle avoidance, an improved artificial potential field (APF) for the manipulator in the joint space is proposed in this study. The kinematic model of the manipulator is established by using the modified D-H method. The simplified model of manipulator and obstacles are established, and the potential collision detection algorithm is realized by analyzing the relative position relationship. The potential field gravity is mapped in the joint space, and the potential field repulsion received by each connecting rod is decomposed into the first three joint spaces for potential field force synthesis, so as to reach the target pose under the guidance of resultant force. The proposed APF algorithm is validated by the experiments on the UR3e manipulator.

Original languageEnglish
Title of host publicationProceedings of the 36th Chinese Control and Decision Conference, CCDC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages5792-5797
Number of pages6
ISBN (Electronic)9798350387780
DOIs
StatePublished - 2024
Externally publishedYes
Event36th Chinese Control and Decision Conference, CCDC 2024 - Xi'an, China
Duration: 25 May 202427 May 2024

Publication series

NameProceedings of the 36th Chinese Control and Decision Conference, CCDC 2024

Conference

Conference36th Chinese Control and Decision Conference, CCDC 2024
Country/TerritoryChina
CityXi'an
Period25/05/2427/05/24

Keywords

  • artificial potential field
  • manipulator
  • obstacle avoidance

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