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电触觉应用中皮肤特性的非线性:识别与缓解

Non-linearity of Skin Properties in Electrotactile Applications: Identification and Mitigation.

作者信息

Rahimi Mehdi, Jiang Fang, Shen Yantao

机构信息

Department of Electrical and Biomedical Engineering, University of Nevada-Reno, Reno, NV, 89557 USA.

Department of Psychology, University of Nevada, Reno, Reno, NV, 89557 USA.

出版信息

IEEE Access. 2019;7:169844-169852. doi: 10.1109/access.2019.2955648. Epub 2019 Nov 25.

Abstract

Electrotactile displays can open a new sensory substitution channel to be utilized in a vast array of applications. Our research used this approach to build a system for the blind to easily read any text not written in Braille. But there are still challenges in different aspects of such systems. One of the most crucial concerns, is the effects of receptor fatigue. Our tests show that during prolonged exposure of receptors to the electrical signals, their sensitivity to the signal level changes gradually and adjustments in the signal's power are required to keep the receptors is the stimulated state. This was confirmed by monitoring the electrical current passing through the skin and calculating the corresponding impedance. More interestingly, the rates of the impedance changes are different for each part of the skin, indicating inconsistent rates of receptor fatigue for each region of the skin. These electrical properties of the skin were addressed in this research for the purpose of rendering consistent sensations for the users regardless of the person or skin conditions. To solve these challenges, two methods are employed: a voltage control system based on pulse-width modulation is used to adjust the signal power; and Kalman filtering is used to predict impedance changes in advance and supply the skin with the proper signal. The result is a self-contained automated system capable of managing the signal power for any user at any given time or skin condition.

摘要

电触觉显示器可以开辟一个新的感官替代通道,用于大量的应用中。我们的研究采用这种方法构建了一个系统,使盲人能够轻松阅读任何非盲文书写的文本。但此类系统在不同方面仍存在挑战。最关键的问题之一是受体疲劳的影响。我们的测试表明,在受体长时间暴露于电信号期间,它们对信号电平的敏感度会逐渐变化,需要调整信号功率以保持受体处于受刺激状态。通过监测通过皮肤的电流并计算相应的阻抗,这一点得到了证实。更有趣的是,皮肤各部位的阻抗变化率不同,这表明皮肤各区域的受体疲劳率不一致。本研究探讨了皮肤的这些电学特性,目的是无论使用者或皮肤状况如何,都能为用户提供一致的感觉。为了解决这些挑战,采用了两种方法:使用基于脉宽调制的电压控制系统来调整信号功率;使用卡尔曼滤波来提前预测阻抗变化,并为皮肤提供适当的信号。结果是一个独立的自动化系统,能够在任何给定时间或皮肤状况下为任何用户管理信号功率。

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