结合头部运动和表面肌电的可穿戴无线人机界面对上半身残疾人的评估

C. Fall, A. Campeau-Lecours, C. Gosselin, B. Gosselin
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引用次数: 6

摘要

本文介绍了一种面向上肢残疾人的可穿戴、无线、多模态二维计算机鼠标控制系统。提出的人机界面系统结合了身体运动,使用惯性测量单元(IMU)测量,提供光标速度和位移控制,以及使用架子电子元件制成的定制传感器进行目标选择(左键点击)的表面肌电图(sEMG)。它的功能是通过使用头部运动和肌肉活动检测来评估重度残疾、先天性缺失或上肢截肢、临时肢体创伤等无法使用鼠标或键盘等工具的人群的可用性来证明的。性能使用不同的控制拓扑,遵循ISO/TS 9241-411:2012标准,包括物理指向任务的评估,并与计算机鼠标进行比较。平均而言,在3个参与者中,结果表明所提出的接口可以提供0.18比特/秒的性能指标,而使用鼠标指针可以提供2.2比特/秒的性能指标。头部运动结合肌电图显示,电脑比鼠标的准确度低4%,而更适合严重残疾的人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of a Wearable and Wireless Human-Computer Interface Combining Head Motion and sEMG for People with Upper-Body Disabilities
In this paper, a wearable, wireless and multimodal 2-dimensional computer mouse control system is introduced for people with upper-body disabilities. The proposed human-computer interface system combines body-motion, measured using inertial measurement unit (IMU), to provide a cursor velocity and displacement control, and surface electromyography (sEMG) for target selection (left-click), using custom sensors made of electronic components of the shelf. Its functionality is demonstrated by using head motion and muscular activity detection from trapeze muscles to evaluate usability by people living with severe disabilities, congenital absence or amputation of upper-members, temporary limb traumatism, etc., preventing their utilization of tools such as mouse or keyboard. Performance using different control topologies, following the ISO/TS 9241-411:2012 standard encompassing the evaluation of physical pointing tasks, and compared to a computer mouse. On average, over the 3 participants, results show that the proposed interface can provide an index of performance of 0.18 bits/s versus 2.2 bits/s with a mouse pointer. Head motion combined with sEMG showed a 4% accuracy drop computer to the mouse while being more suitable for the severely disabled.
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