Wrench FeasibilityWorkspace Analysis and Adaptive Rotation Algorithm of Cable-Driven Upper Limb Rehabilitation Robot

被引:0
|
作者
Li, Ye [1 ]
Song, Aiguo [1 ]
Lai, Jianwei [1 ]
Li, Huijun [1 ]
Shi, Ke [2 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, State Key Lab Bioelect, Jiangsu Key Lab Remote Measurement & Control, Nanjing 210096, Peoples R China
[2] Natl Univ Singapore, Dept Biomed Engn, Singapore 117583, Singapore
关键词
Cable-driven robot; Rehabilitation robotic; Wrench feasibility workspace; Bayesian optimization;
D O I
10.1145/3637843.3637844
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cable-driven rehabilitation robot is an important branch of cable-driven parallel robots (CDPRs). The ability of CDPRs to generate wrench determines their performance in task execution, and some CDPRs employ reconfigurable structures to enhance their wrench capabilities. This paper proposes a cable-driven 4- degrees of freedom (DOF) upper limb rehabilitation robot with an adaptive dynamic structure (DAS) to alter the distribution of cable attachment points (CAPs). Then the available wrench set (AWS) and wrench feasibility workspace (WFW) of the robot are analysed. Furthermore, an adaptive rotation algorithm based on Bayesian optimization is proposed to adjust the rotation angle of the DAS. Thereby modifying the distribution of the CAPs, and significantly improving the WFWof robot. Examples of simulation are presented to demonstrate the effectiveness of the adaptive rotation algorithm in increasing the robot's WFW.
引用
收藏
页码:32 / 37
页数:6
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