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A Hybrid Assistive-Resistive Isokinetic Training Robot for Full-Cycle Knee Rehabilitation

  • Haoyang Wu
  • , Wenjie Chen
  • , Liheng Tuo
  • , Jiaxin Ren
  • , Linhang Ju
  • , Xingyu Hu
  • , Yixin Shao
  • , Di Shi
  • , Lecheng Ruan
  • , Yan Huang
  • , Bi Zhang
  • , Kunyang Wang
  • , Yanggang Feng*
  • , Wuxiang Zhang
  • *Corresponding author for this work
  • Beihang University
  • Midea Group
  • Midea Corporate Research Center
  • Peking University
  • Beijing Institute of Technology
  • CAS - Shenyang Institute of Automation
  • Jilin University

Research output: Contribution to journalArticlepeer-review

Abstract

Previously, we proposed a power-free isokinetic training robot designed to provide resistive isokinetic training for knee injury patients during advanced-stage rehabilitation. However, patients in the early stage often lack sufficient muscle strength and necessitate assistive support. To address this limitation, this study introduces a hybrid assistive-resistive isokinetic training robot that integrates active assistance for early-stage knee rehabilitation and power-free resistive training for advanced stages. The system features a compact mechanical design and a reconfigurable control circuit capable of dynamically switching among three modes: active, passive (regeneration), and passive (consumption). Ten healthy subjects and ten knee-injury patients participated in the experimental validation. The results confirmed the adaptability of the system across multiple rehabilitation stages. These findings demonstrate the feasibility of the hybrid assistive-resistive isokinetic training robot and highlight the potential of the system for both clinical application and home-based rehabilitation. Future work will focus on extending the system to multi-joint training and enhancing control algorithms for broader patient populations.

Original languageEnglish
Pages (from-to)1294-1304
Number of pages11
JournalIEEE Transactions on Neural Systems and Rehabilitation Engineering
Volume34
DOIs
StatePublished - 2026

Keywords

  • Hybrid assistive-resistive
  • energy-efficient control
  • isokinetic training
  • knee rehabilitation
  • muscle resistance training
  • therapeutic efficacy

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