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Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety

机译:腕关节康复器械(WReD)的交互式合规控制具有增强的培训安全性

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摘要

Interaction control plays an important role in rehabilitation devices to ensure training safety and efficacy. Compliance adaptation of interaction is vital for enabling robot movements to better suit the patient's requirements as human joint characteristics vary. This paper proposes an interactive compliance control scheme on a wrist rehabilitation device (WReD) for enhanced training safety and efficacy. This control system consists of a low-level trajectory tracking loop and a high-level admittance loop. Experiments were conducted with zero load and human interaction, respectively. Satisfactory trajectory tracking responses were obtained, with the normalized root mean square deviation (NRMSD) values being 1.08% with zero load and the NRMSD values no greater than 1.4% with real-time disturbance and interaction from human users. Results demonstrate that such an interactive compliance control method can adaptively adjust the range of training motions and encourage active engagement from human users simultaneously. These findings suggest that the proposed control method of the WReD has great potentials for clinical applications due to enhanced training safety and efficacy. Future work will focus on evaluating its efficacy on a large sample of participants.
机译:交互控制在康复设备中起着重要作用,以确保训练的安全性和有效性。交互的顺应性适应对于使机器人运动能够更好地适应患者的需求至关重要,因为人类的关节特征会发生变化。本文提出了一种腕部康复设备(WReD)上的交互式顺应性控制方案,以提高训练的安全性和有效性。该控制系统由一个低水平的轨迹跟踪回路和一个高水平的导纳回路组成。实验分别在零负载和人机交互的情况下进行。获得了令人满意的轨迹跟踪响应,零负荷下的归一化均方根偏差(NRMSD)值为1.08%,实时干扰和人类用户的交互作用下NRMSD值不大于1.4%。结果表明,这种交互式的依从性控制方法可以自适应地调整训练动作的范围,并鼓励人类用户同时积极参与。这些发现表明,由于增强的训练安全性和有效性,所提出的WReD的控制方法在临床上具有巨大的潜力。未来的工作将集中在评估大量参与者的功效上。

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