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用于人机界面控制的听觉与振动触觉联合反馈

Combined Auditory and Vibrotactile Feedback for Human-Machine-Interface Control.

作者信息

Thorp Elias B, Larson Eric, Stepp Cara E

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2014 Jan;22(1):62-8. doi: 10.1109/TNSRE.2013.2273177. Epub 2013 Jul 31.

Abstract

The purpose of this study was to determine the effect of the addition of binary vibrotactile stimulation to continuous auditory feedback (vowel synthesis) for human-machine interface (HMI) control. Sixteen healthy participants controlled facial surface electromyography to achieve 2-D targets (vowels). Eight participants used only real-time auditory feedback to locate targets whereas the other eight participants were additionally alerted to having achieved targets with confirmatory vibrotactile stimulation at the index finger. All participants trained using their assigned feedback modality (auditory alone or combined auditory and vibrotactile) over three sessions on three days and completed a fourth session on the third day using novel targets to assess generalization. Analyses of variance performed on the 1) percentage of targets reached and 2) percentage of trial time at the target revealed a main effect for feedback modality: participants using combined auditory and vibrotactile feedback performed significantly better than those using auditory feedback alone. No effect was found for session or the interaction of feedback modality and session, indicating a successful generalization to novel targets but lack of improvement over training sessions. Future research is necessary to determine the cognitive cost associated with combined auditory and vibrotactile feedback during HMI control.

摘要

本研究的目的是确定在人机界面(HMI)控制中,将二元振动触觉刺激添加到连续听觉反馈(元音合成)中的效果。16名健康参与者通过控制面部表面肌电图来实现二维目标(元音)。8名参与者仅使用实时听觉反馈来定位目标,而其他8名参与者在食指处还会通过确认性振动触觉刺激得到已达成目标的提醒。所有参与者在三天内分三个阶段使用他们指定的反馈方式(仅听觉或听觉与振动触觉相结合)进行训练,并在第三天使用新目标完成第四个阶段以评估泛化能力。对1)到达目标的百分比和2)在目标处的试验时间百分比进行方差分析,结果显示反馈方式存在主效应:使用听觉与振动触觉相结合反馈的参与者表现明显优于仅使用听觉反馈的参与者。未发现阶段或反馈方式与阶段的交互作用有显著影响,这表明对新目标成功实现了泛化,但在训练阶段没有进步。未来有必要进行研究,以确定在HMI控制过程中与听觉和振动触觉相结合的反馈相关的认知成本。

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