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

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Authors: Haoyang Wu, Wenjie Chen, Liheng Tuo, Jiaxin Ren, Linhang Ju, Xingyu Hu, Yixin Shao, Di Shi, Lecheng Ruan, Yan Huang, Bi Zhang, Kunyang Wang
+2 more Yanggang Feng, Wuxiang Zhang
Cited by: 2
References: 31

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.

Fields of Study & Subjects

Prosthetics and Rehabilitation Robotics Stroke Rehabilitation and Recovery Muscle activation and electromyography studies

Publication details

Journal / source
IEEE Transactions on Neural Systems and Rehabilitation Engineering
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
34
Pages
1294–1304
Publication date
1 January 2026
Language
EN