Adaptive Force and Position Control Based on Quasi-Time Delay Estimation of Exoskeleton Robot for Rehabilitation

Brahim Brahmi*, Maarouf Saad, Mohammad H. Rahman, Abdelkrim Brahmi

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

Rehabilitation robots have become an influential tool in physical therapy treatment since they are able to provide an intensive rehabilitation treatment for a long period of time. However, this technology still suffers from various problems such as dynamics uncertainties, external disturbances, and human-robot interaction. In this paper, we present a new integral second-order terminal sliding mode control incorporating quasi-time delay estimation (Q-TDE) applied to an exoskeleton robot with dynamics uncertainties and unknown bounded disturbances. Unlike the conventional TDE approach, the proposed Q-TDE uses delayed one step only of the control input of the system to approximate the uncertain dynamics while avoiding the delays on all states of the system. The proposed controller aims to perform passive and active rehabilitation protocols without the need for velocity and acceleration measurements of the robot system. A finite time of both selected sliding surface and estimation error simultaneous is achieved using an appropriate Lyapunov function. Experimental results with healthy subjects found using a virtual reality environment confirm the effectiveness of the proposed control.

Original languageEnglish
Article number8795591
Pages (from-to)2152-2163
Number of pages12
JournalIEEE Transactions on Control Systems Technology
Volume28
Issue number6
DOIs
StatePublished - Nov 2020
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 1993-2012 IEEE.

Keywords

  • Lyapunov function
  • passive and active assistive motion
  • quasi-time delay estimation (Q-TDE)
  • rehabilitation robots
  • second-order sliding mode

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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