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Multichannel electrotactile feedback with spatial and mixed coding for closed-loop control of grasping force in hand prostheses

机译:具有空间和混合编码的多通道电触觉反馈,用于手部假肢的抓握力的闭环控制

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摘要

Providing somatosensory feedback to the user of a myoelectric prosthesis is an important goal since it can improve the utility as well as facilitate the embodiment of the assistive system. Most often, the grasping force was selected as the feedback variable and communicated through one or more individual single channel stimulation units (e.g., electrodes, vibration motors). In the present study, an integrated, compact, multichannel solution comprising an array electrode and a programmable stimulator was presented. Two co ding schemes (15 levels), spatial and mixed (spatial and frequency) modulation, were tested in able-bodied subjects, psychometrically and in force control with routine grasping and force tracking using real and simulated prosthesis. The results demonstrated that mixed and spatial coding, although substantially different in psychometric tests, resulted in a similar performance during both force control tasks. Furthermore, the ideal, visual feedback was not better than the tactile feedback in routine grasping. To explain the observed results, a conceptual model was proposed emphasizing that the performance depends on multiple factors, including feedback uncertainty, nature of the task and the reliability of the feedforward control. The study outcomes, specific conclusions and the general model, are relevant for the design of closed-loop myoelectric prostheses utilizing tactile feedback.
机译:向肌电假体的使用者提供体感反馈是一个重要的目标,因为它可以提高实用性并促进辅助系统的实施。通常,将抓握力选择为反馈变量,并通过一个或多个单独的单通道刺激单元(例如,电极,振动电机)进行传递。在本研究中,提出了一种集成的,紧凑的,多通道的解决方案,该解决方案包括阵列电极和可编程刺激器。两种编码方案(15个级别),即空间调制和混合(空间和频率)调制,在身体健康的受试者中进行了心理测试,并通过常规抓握和使用真实和模拟假体进行的力跟踪进行了力控制。结果表明,尽管混合编码和空间编码虽然在心理测验中存在显着差异,但在两个力控制任务期间仍具有相似的性能。此外,理想的视觉反馈并不比常规抓握中的触觉反馈更好。为了解释观察到的结果,提出了一个概念模型,该模型强调性能取决于多个因素,包括反馈不确定性,任务的性质和前馈控制的可靠性。研究成果,具体结论和一般模型与利用触觉反馈设计闭环肌电假体有关。

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