跳到主要导航 跳到搜索 跳到主要内容

FBCCD: A Forward and Backward Cyclic Iterative Solver for the Inverse Kinematics of Continuum Robot

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper proposes a new numerical approach called Forward and Backward Cyclic Coordinate Descent (FBCCD), which is based on the Cyclic Coordinate Descent (CCD) algorithm. A specific set of solutions can be found from infinite solutions of multi-segment continuum robots using the iterative numerical algorithm. Inspired by the Forward and Backward Reaching Inverse Kinematics (FABRIK) algorithm, the inverse kinematics (IK) of a multi-segment continuum robot is divided into two phases: a forward iteration of end coordinates and a backward iteration of end direction. Forward and backward iterations correct and compensate each other, making the end pose close to the target. By altering the goal function of a single iteration, the FBCCD algorithm can also be applied to the continuum robot with a movable base. The numerical experiment results illustrate that this algorithm is with higher convergence rate and effectiveness compared with some of the most popular IK approaches. The average operating time for a five-segment continuum robot is 361 ms and the average number of iterations is 22.89.

源语言英语
主期刊名Advances in Mechanism, Machine Science and Engineering in China - Proceedings of IFToMM CCMMS 2022
编辑Xinjun Liu
出版商Springer Science and Business Media Deutschland GmbH
329-345
页数17
ISBN(印刷版)9789811993978
DOI
出版状态已出版 - 2023
活动23rd IFToMM China International Conference on Mechanism and Machine Science and Engineering, IFToMM CCMMS 2022 - Yantai, 中国
期限: 30 7月 20221 8月 2022

出版系列

姓名Lecture Notes in Mechanical Engineering
ISSN(印刷版)2195-4356
ISSN(电子版)2195-4364

会议

会议23rd IFToMM China International Conference on Mechanism and Machine Science and Engineering, IFToMM CCMMS 2022
国家/地区中国
Yantai
时期30/07/221/08/22

指纹

探究 'FBCCD: A Forward and Backward Cyclic Iterative Solver for the Inverse Kinematics of Continuum Robot' 的科研主题。它们共同构成独一无二的指纹。

引用此