基于脑机接口和语音识别的智能轮椅协调控制

Hongtao Wang, Yuan-qing Li, Tianyou Yu
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引用次数: 9

摘要

设计了一种基于脑机接口(BCI)和语音识别的智能轮椅。通过执行适当的活动,用户可以通过四种转向行为(启动、停止、左转和右转)来导航轮椅。5名健康受试者参加室内实验。结果表明,该协调控制机制具有良好的路径最优比和时间最优比,是对基于脑机接口的控制系统的快速、准确的补充。这款智能轮椅特别适合瘫痪患者(尤其是失语症患者),他们只能学会发一个音(比如“啊”)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition
An intelligent wheelchair is devised, which is controlled by a coordinated mechanism based on a brain-computer interface (BCI) and speech recognition. By performing appropriate activities, users can navigate the wheelchair with four steering behaviors (start, stop, turn left, and turn right). Five healthy subjects participated in an indoor experiment. The results demonstrate the efficiency of the coordinated control mechanism with satisfactory path and time optimality ratios, and show that speech recognition is a fast and accurate supplement for BCI-based control systems. The proposed intelligent wheelchair is especially suitable for patients suffering from paralysis (especially those with aphasia) who can learn to pronounce only a single sound (e.g., ‘ah’).
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