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Towards a bio-inspired control strategy for bilateral stroke rehabilitation based on motor control principles

机译:基于运动控制原理的双侧中风康复的生物启发控制策略

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Conventional robotic devices used for robot aided neurorehabilitation focus on unilateral training of the upper extremity post neurologic injury such as stroke, cerebral palsy etc. In this paper, we seek to establish adherence of bimanual motions of healthy and stroke subjects to the higher laws governing principles of symmetric and asymmetric division of labor in bimanual activities. As a first pass, we propose three metrics to capture these principles. We identify that the Euclidean and velocity difference metrics were able to capture key aspects of key bilateral motion control principles for the bilateral tasks studied, but may fall short if the tasks were different and asymmetric. We propose a control strategy to use the metrics to support task-oriented, bilateral stroke rehabilitation. Future work requires the development of metrics that more fully capture the motor control principles irrespective of tasks and the implementation of a bilateral controller.
机译:用于机器人辅助神经康复的常规机器人设备侧重于对中风,脑瘫等神经系统损伤后的上肢进行单方面训练。在本文中,我们力求使健康人和中风受试者的双向运动遵守更高的管理原则。双向活动中对称和非对称分工的概念。首先,我们提出了三个度量标准来捕获这些原理。我们确定,欧几里得和速度差指标能够捕获所研究的双边任务的关键双边运动控制原理的关键方面,但是如果任务不同且不对称,则可能无法实现。我们提出一种控制策略,以使用这些指标来支持面向任务的双边中风康复。未来的工作需要制定度量标准,以更全面地捕捉电动机控制原理,而与任务和双边控制器的实施无关。

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