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面向上肢康复的双臂机器人仿治疗师交互控制OA

Therapist-like Interaction Control of a Dual-arm Robot for Upper-limb Rehabilitation

中文摘要英文摘要

具有治疗师般个性化、柔顺且安全交互的康复机器人可有效防止二次伤害并提升康复效率.本文提出一种基于双臂机器人的新型上肢康复框架,用于实现机器人治疗师般的交互.首先,以安全性为首要目标,建立七自由度上肢运动学模型,用于评估上肢末端以及前臂后端的可达训练空间;利用双臂康复的优势,提出一种非冗余逆运动学方法以约束关节运动角度,进而构建任务-关节双重约束下的安全机制.其次,考虑个性化与柔顺交互,设计一种基于势场的按需辅助控制策略,使双臂机器人能够从单次演示中学习治疗师的个性化牵引特性,并根据上肢的运动能力和训练参与度提供自适应柔顺辅助.实验结果表明,所提方法兼具末端牵引式康复机器人动作适应性高、接触少以及外骨骼式康复机器人精准空间训练的特点,并能够根据上肢训练状态实施按需辅助.随着双臂及人形机器人的应用越来越广泛,所提方法为机器人在医院和家庭环境中实现治疗师般个性化、柔顺且安全的康复训练提供了一条新途径.

Rehabilitation robots with therapist-like personalized,compliant,and safe interaction can effectively pre-vent secondary injuries and improve rehabilitation efficiency.This paper presents a novel upper-limb rehabilitation framework based on a dual-arm robot to achieve therapist-like interaction.First,with safety as the primary object-ive,a 7-DOF upper-limb kinematic model is established to evaluate the reachable training spaces of the upper-limb end and the rear end of the forearm.Taking advantage of dual-arm rehabilitation,a non-redundant inverse kin-ematics method is proposed to constrain joint angles,thereby constructing a safety mechanism under task-joint dual constraints.Second,considering personalized and compliant interaction,a potential-field-based assist-as-needed con-trol strategy is designed.It enables the dual-arm robot to learn therapist-specific personalized traction characterist-ics from a single demonstration and provide adaptive compliant assistance according to the upper-limb motor abil-ity and engagement.Experimental results show that the proposed method combines the high motion adaptability and minimal physical contact of end-effector-based rehabilitation robots with the precise spatial training capability of exoskeleton robots.It can also implement assist-as-needed training based on the upper-limb training state.As dual-arm and humanoid robots become more widely adopted,the proposed scheme provides a new pathway for de-livering therapist-like personalized,compliant,and safe rehabilitation training in clinical and home settings.

林高;王斐;张鑫

东北大学机器人科学与工程学院 沈阳 110167东北大学机器人科学与工程学院 沈阳 110167沈阳市第一人民医院康复医学科 沈阳 110091

双臂机器人仿治疗师交互上肢运动学演示学习按需辅助

dual-arm robotemulated therapist interactionupper-limb kinematicslearning from demonstrationas-sist-as-needed

《自动化学报》 2026 (9)

2005-2018,14

国家自然科学基金(62373087),辽宁省应用基础研究计划(2025JH2/101300009),辽宁省兴辽英才计划(XLYC24110114)资助 Supported by National Natural Science Foundation of China(62373087),Liaoning Provincial Applied Basic Research Pro-gram(2025JH2/101300009),and Liaoning Revitalization Talents Program(XLYC24110114)

10.16383/j.aas.c250599

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