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首页> 外文期刊>Journal of NeuroEngineering Rehabilitation >Psycho-physiological assessment of a prosthetic hand sensory feedback system based on an auditory display: a preliminary study
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Psycho-physiological assessment of a prosthetic hand sensory feedback system based on an auditory display: a preliminary study

机译:基于听觉显示的人工手部感觉反馈系统的心理生理评估:初步研究

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Background Prosthetic hand users have to rely extensively on visual feedback, which seems to lead to a high conscious burden for the users, in order to manipulate their prosthetic devices. Indirect methods (electro-cutaneous, vibrotactile, auditory cues) have been used to convey information from the artificial limb to the amputee, but the usability and advantages of these feedback methods were explored mainly by looking at the performance results, not taking into account measurements of the user’s mental effort, attention, and emotions. The main objective of this study was to explore the feasibility of using psycho-physiological measurements to assess cognitive effort when manipulating a robot hand with and without the usage of a sensory substitution system based on auditory feedback, and how these psycho-physiological recordings relate to temporal and grasping performance in a static setting. Methods 10 male subjects (26+/-years old), participated in this study and were asked to come for 2 consecutive days. On the first day the experiment objective, tasks, and experiment setting was explained. Then, they completed a 30 minutes guided training. On the second day each subject was tested in 3 different modalities: Auditory Feedback only control (AF), Visual Feedback only control (VF), and Audiovisual Feedback control (AVF). For each modality they were asked to perform 10 trials. At the end of each test, the subject had to answer the NASA TLX questionnaire. Also, during the test the subject’s EEG, ECG, electro-dermal activity (EDA), and respiration rate were measured. Results The results show that a higher mental effort is needed when the subjects rely only on their vision, and that this effort seems to be reduced when auditory feedback is added to the human-machine interaction (multimodal feedback). Furthermore, better temporal performance and better grasping performance was obtained in the audiovisual modality. Conclusions The performance improvements when using auditory cues, along with vision (multimodal feedback), can be attributed to a reduced attentional demand during the task, which can be attributed to a visual “pop-out” or enhance effect. Also, the NASA TLX, the EEG’s Alpha and Beta band, and the Heart Rate could be used to further evaluate sensory feedback systems in prosthetic applications.
机译:背景技术假手使用者必须广泛地依靠视觉反馈,这似乎给使用者带来了高意识负担,以操纵他们的假肢设备。间接方法(电皮肤,触觉,听觉提示)已用于将信息从人造肢体传递到截肢者,但是这些反馈方法的可用性和优点主要是通过查看性能结果而不是考虑测量结果来探讨的。用户的精神努力,注意力和情感。这项研究的主要目的是探讨在通过和不使用基于听觉反馈的感觉替代系统的情况下,使用心理生理学测量来评估机器人手的认知努力的可行性,以及这些心理生理学记录与在静态环境中的时间和抓地力表现。方法10名男性受试者(26 +/-岁)参加了这项研究,并被要求连续2天来。在第一天,说明了实验目标,任务和实验设置。然后,他们完成了30分钟的指导培训。在第二天,以三种不同的方式对每个受试者进行了测试:仅听觉反馈对照(AF),仅视觉反馈对照(VF)和视听反馈对照(AVF)。对于每种方式,要求他们进行10次试验。在每次测试结束时,受试者必须回答NASA TLX调查问卷。此外,在测试过程中还测量了受试者的脑电图,心电图,皮肤电活动(EDA)和呼吸频率。结果结果表明,当受试者仅依赖于他们的视力时,需要付出更高的精神努力;当将听觉反馈添加到人机交互(多模式反馈)时,这种努力似乎会减少。此外,在视听模态中获得了更好的时间性能和更好的抓握性能。结论使用听觉提示以及视觉(多模式反馈)时的性能提高可以归因于任务期间注意力的减少,这可以归因于视觉的“弹出”或增强效果。此外,NASA TLX,EEG的Alpha和Beta频段以及心率还可用于进一步评估假肢应用中的感觉反馈系统。

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