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Author:

Wei, Wei (Wei, Wei.) | Cheng, Lidan (Cheng, Lidan.) | Zhang, Pengcheng (Zhang, Pengcheng.) | Zhao, Shengjie (Zhao, Shengjie.) | Li, Qunlong (Li, Qunlong.) | Xia, Yuxuan (Xia, Yuxuan.) | Wang, Weidong (Wang, Weidong.) | Li, Jiaqian (Li, Jiaqian.)

Indexed by:

EI Scopus

Abstract:

This paper presents a disturbing recovery approach for lower extremity exoskeletons with passive ankle joints, which particularly works when an external disturbance is applied on the standing exoskeleton. Firstly, by analyzing the mechanical structure of lower extremity exoskeletons during its stance phase, the mathematical model is established using state-space equations. Then, on the basis of LQR (Linear Quadratic Regulator) theory, a novel neural network controller is designed to obtain the optimal solution for the balance control of model proposed. Finally, experimental results demonstrate that the proposed disturbing recovery approach not only has faster recovery speed, but also can achieve higher control precision than the traditional LQR. © 2017 IEEE.

Keyword:

Neural networks Dynamics Equations of state Recovery Exoskeleton (Robotics) Computer system recovery

Author Community:

  • [ 1 ] [Wei, Wei]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 2 ] [Cheng, Lidan]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 3 ] [Zhang, Pengcheng]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 4 ] [Zhao, Shengjie]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 5 ] [Li, Qunlong]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 6 ] [Xia, Yuxuan]College of Physics, Optoelectronics and Energy and Collaborative Innovation, Soochow University, Suzhou, Jiangsu Province, China
  • [ 7 ] [Wang, Weidong]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 8 ] [Li, Jiaqian]Department of Mechanical and Electrical Engineering, Suzhou Industrial Park Institute of Vocational Technology, Jiangsu Province, China

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Year: 2017

Page: 559-564

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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