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桌面式上肢康复机器人自适应柔顺性控制方法

叶长龙 彭晶鑫 于苏洋 姜春英

沈阳航空航天大学学报2024,Vol.41Issue(5):62-71,10.
沈阳航空航天大学学报2024,Vol.41Issue(5):62-71,10.DOI:10.3969/j.issn.2095-1248.2024.05.007

桌面式上肢康复机器人自适应柔顺性控制方法

Adaptive compliance control method of desktop upper limb rehabilita-tion robot

叶长龙 1彭晶鑫 2于苏洋 2姜春英2

作者信息

  • 1. 沈阳航空航天大学 人工智能学院,沈阳 110136
  • 2. 沈阳航空航天大学 机电工程学院,沈阳 110136
  • 折叠

摘要

Abstract

Taking a six degrees of freedom desktop upper limb rehabilitation robot(DULRR)as the re-search object,it was observed that traditional position control cannot meet the needs of patient rehabili-tation training and may lead to secondary injuries during the rehabilitation process.To address this is-sue,a position closed-loop adaptive compliance control method was proposed.Firstly,based on the ki-nematic model of DULRR,a position controller based on fuzzy PID was constructed.Then,utilizing the impedance model's ability to convert force signals into velocity and position signals,an adaptive com-pliance controller based on pressure sensors was proposed.Combined with the proposed fuzzy PID con-troller,a complete DULRR passive rehabilitation training control method was formed.Finally,the supe-riority of the adaptive compliance control method based on position closed-loop was verified through simulation analysis and prototype experiments.The experimental results show that compared with tradi-tional PID controllers,fuzzy PID in the DULRR system has shorter response time and smaller steady-state error,demonstrating better trajectory tracking ability.Meanwhile,the controller exhibits good flexi-bility,meeting the needs of early passive rehabilitation training for patients and avoiding secondary in-juries during the rehabilitation process.

关键词

康复机器人/全方位移动机器人/运动学模型/模糊PID/自适应柔顺控制

Key words

rehabilitation robot/omni-directional mobile robot/kinematic model/fuzzy PID/adaptive compliant control

分类

信息技术与安全科学

引用本文复制引用

叶长龙,彭晶鑫,于苏洋,姜春英..桌面式上肢康复机器人自适应柔顺性控制方法[J].沈阳航空航天大学学报,2024,41(5):62-71,10.

基金项目

辽宁省自然科学基金(项目编号:20180520033) (项目编号:20180520033)

沈阳航空航天大学学报

2095-1248

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