arXiv:2412.03619cs.RO2024-12

用阻抗控制与扰动观测器实现康复机器人的柔顺操作与自适应补偿。

A Teleoperation System with Impedance Control and Disturbance Observer for Robot-Assisted Rehabilitation

  • 融合阻抗控制与扰动观测器,无需力传感器即可实现柔顺交互。
  • 支持轨迹跟踪与人机互动自由切换,可复现治疗师示范动作。
  • 适用于多种康复训练场景,提升治疗效率与安全性。

物理运动疗法是针对神经损伤或事故导致运动功能障碍患者恢复移动能力的关键方法,其特点为个性化、重复性强且耗时费力。传统治疗依赖治疗师与患者反复协作,劳动强度大。机器人辅助康复通过引入机械系统减轻负担,但面临任务多样性、动态模型不确定性及安全问题等挑战。本文提出一种用于康复的双端遥操作系统,采用阻抗控制与扰动观测器集成的控制框架:阻抗控制实现无须力传感器的柔顺人机交互;扰动观测器在仅具备粗略动态模型条件下仍能补偿系统不确定性。该方案支持轨迹跟踪与物理人机交互(pHRI)间的自由切换,系统可执行多种预设轨迹,适配多样化需求,并能捕捉治疗师示范动作,按需重复播放。实验验证了该系统的有效性。

原文摘要 · Abstract (English)

Physical movement therapy is a crucial method of rehabilitation aimed at reinstating mobility among patients facing motor dysfunction due to neurological conditions or accidents. Such therapy is usually featured as patient-specific, repetitive, and labor-intensive. The conventional method, where therapists collaborate with patients to conduct repetitive physical training, proves strenuous due to these characteristics. The concept of robot-assisted rehabilitation, assisting therapists with robotic systems, has gained substantial popularity. However, building such systems presents challenges, such as diverse task demands, uncertainties in dynamic models, and safety issues. To address these concerns, in this paper, we proposed a bilateral teleoperation system for rehabilitation. The control scheme of the system is designed as an integrated framework of impedance control and disturbance observer where the former can ensure compliant human-robot interaction without the need for force sensors while the latter can compensate for dynamic uncertainties when only a roughly identified dynamic model is available. Furthermore, the scheme allows free switching between tracking tasks and physical human-robot interaction (pHRI). The presented system can execute a wide array of pre-defined trajectories with varying patterns, adaptable to diverse needs. Moreover, the system can capture therapists' demonstrations, replaying them as many times as necessary. The effectiveness of the teleoperation system is experimentally evaluated and demonstrated.

康复机器人遥操作阻抗控制

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