TY - GEN
T1 - A Human-Centered Prototype of a 3-DOF Upper Rehabilitation Exoskeleton with Multi-Objective Optimization
AU - Liu, Zhao
AU - Zhou, Hao
AU - Sheng, Yixuan
AU - Song, Zhen
AU - Liu, Honghai
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Exoskeleton robots have demonstrated significant potential in rehabilitation therapy. However, existing upper-limb exoskeleton designs struggle to balance moment of inertia (MOI), motor transmission efficiency, and range of motion (ROM). To address this, a human-centered 3-DOF upper-limb rehabilitation exoskeleton prototype was proposed, incorporating a optimization framework based on the Non-Dominated Sorting Genetic Algorithm II. With predetermined elbow flexion/extension motor placement, this framework identified optimal configurations for wrist flexion/extension and wrist pronation/supination (WPS) motors that achieved minimized MOI, maximized transmission efficiency, and enhanced ROM. Furthermore, a parallelogram-based remote-center-of-motion mechanism was implemented for the WPS motor to simultaneously preserve torque capacity and ROM. OpenSim-based simulations under a feeding paradigm revealed a trajectory relative mean error of 1.04% relative to the entire path length, demonstrating the feasibility of the prototype. The proposed methodology establishes a systematic framework for optimizing wearable robotic systems, facilitating the development of more efficient and adaptable solutions for rehabilitation applications.
AB - Exoskeleton robots have demonstrated significant potential in rehabilitation therapy. However, existing upper-limb exoskeleton designs struggle to balance moment of inertia (MOI), motor transmission efficiency, and range of motion (ROM). To address this, a human-centered 3-DOF upper-limb rehabilitation exoskeleton prototype was proposed, incorporating a optimization framework based on the Non-Dominated Sorting Genetic Algorithm II. With predetermined elbow flexion/extension motor placement, this framework identified optimal configurations for wrist flexion/extension and wrist pronation/supination (WPS) motors that achieved minimized MOI, maximized transmission efficiency, and enhanced ROM. Furthermore, a parallelogram-based remote-center-of-motion mechanism was implemented for the WPS motor to simultaneously preserve torque capacity and ROM. OpenSim-based simulations under a feeding paradigm revealed a trajectory relative mean error of 1.04% relative to the entire path length, demonstrating the feasibility of the prototype. The proposed methodology establishes a systematic framework for optimizing wearable robotic systems, facilitating the development of more efficient and adaptable solutions for rehabilitation applications.
UR - https://www.scopus.com/pages/publications/105016843956
U2 - 10.1109/RCAR65431.2025.11139600
DO - 10.1109/RCAR65431.2025.11139600
M3 - 会议稿件
AN - SCOPUS:105016843956
T3 - RCAR 2025 - IEEE International Conference on Real-Time Computing and Robotics
SP - 395
EP - 400
BT - RCAR 2025 - IEEE International Conference on Real-Time Computing and Robotics
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2025 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2025
Y2 - 1 June 2025 through 6 June 2025
ER -