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Cooperative Control for A Hybrid Rehabilitation System Combining Functional Electrical Stimulation and Robotic Exoskeleton

机译:结合功能性电刺激和机器人外骨骼的混合康复系统的协同控制

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Functional electrical stimulation (FES) and robotic exoskeletons are two important technologies widely used for physical rehabilitation of paraplegic patients. We developed a hybrid rehabilitation system (FEXO Knee) that combined FES and an exoskeleton for swinging movement control of human knee joints. This study proposed a novel cooperative control strategy, which could realize arbitrary distribution of torque generated by FES and exoskeleton, and guarantee harmonic movements. The cooperative control adopted feedfoward control for FES and feedback control for exoskeleton. A parameter regulator was designed to update key parameters in real time to coordinate FES controller and exoskeleton controller. Two muscle groups (quadriceps and hamstrings) were stimulated to generate active torque for knee joint in synchronization with torque compensation from exoskeleton. The knee joint angle and the interactive torque between exoskeleton and shank were used as feedback signals for the control system. Central pattern generator (CPG) was adopted that acted as a phase predictor to deal with phase confliction of motor patterns, and realized synchronization between the two different bodies (shank and exoskeleton). Experimental evaluation of the hybrid FES-exoskeleton system was conducted on five healthy subjects and four paraplegic patients. Experimental results and statistical analysis showed good control performance of the cooperative control on torque distribution, trajectory tracking, and phase synchronization.
机译:功能性电刺激(FES)和机器人外骨骼是广泛用于截瘫患者身体康复的两项重要技术。我们开发了一种混合康复系统(FEXO Knee),该系统结合了FES和外骨骼来控制人的膝关节摆动运动。这项研究提出了一种新颖的协作控制策略,该策略可以实现FES和外骨骼产生的转矩的任意分配,并保证谐波运动。协同控制对FES采用前馈控制,对外骨骼采用反馈控制。参数调节器设计用于实时更新关键参数,以协调FES控制器和外骨骼控制器。刺激两个肌肉群(股四头肌和绳肌),以与外骨骼的扭矩补偿同步地为膝关节产生活动扭矩。膝关节角度和外骨骼与小腿之间的相互作用扭矩被用作控制系统的反馈信号。采用中央模式发生器(CPG)作为相位预测器来处理运动模式的相位冲突,并实现了两个不同物体(小腿和外骨骼)之间的同步。对五名健康受试者和四名截瘫患者进行了混合FES-外骨骼系统的实验评估。实验结果和统计分析表明,在转矩分配,轨迹跟踪和相位同步方面,协同控制具有良好的控制性能。

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