Virtual Reality Simulation of 5dof Upper-Limb Rehabilitation Robot Based on Fuzzy Neural Network

Author:

Li Xing1,Wang Jian Hui1,Fang Xiao Ke1

Affiliation:

1. Northeastern University

Abstract

In this paper, aiming at the structure of upper-limb rehabilitation robot, establish the model of algorithmic control based on fuzzy neural network and virtual reality simulation model for 5dof upper-limb rehabilitant robot, and take the elbow joint for example to do simulation analysis. The result of simulation shows the fuzzy neural network control is practicable and its control accuracy takes the precedence over the traditional methods. The virtual-reality simulation of 5dof upper-limb rehabilitation robot, which is benefit to understand the complex relationships among the objects, can emulate the features of real rehabilitation robot, laying a solid foundation for rehabilitation evaluation system and telemedicine.

Publisher

Trans Tech Publications, Ltd.

Reference5 articles.

1. Paolo D, Eugenio G, Ecilia L, in: Humanoids and personal robots: Design and experiments[J]. Robotic Systems, 2001, 18(12): 673-690.

2. Guangming Lv, Ligang Sun, Longgang Peng, in: Analysis of the status quo and the key technology of the robot technology for rehabilitation[J]. Journal of Harbin Institute of Technology, 2004, 36(9): 1224-1227.

3. Ye Tengmao, in: Research on Force Assistant Control of 5dof Rehabilitation Robot for Upper Limbs[D]. Harbin Institute of Technology, (2007).

4. Jianhui Wang, Xing Li, Xiaoke Fang, Liang Dong, in: Single-joint Repetitive Control of Upper-limb Rehabilitation Robot, 2010ccdc, Xuzhou, China, (2010).

5. Lv Guangming, Sun Lining, Lu Nianli, in: Intellectual Control Technology of Rehabilitant Robot based on BP Neural Network[J]. Journal of the University of Petroleum, 2005, 29(5): 88-94.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3