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用于平静/不适状态分类的皮肤电活动传感器。

Electrodermal Activity Sensor for Classification of Calm/Distress Condition.

机构信息

Instituto de Tecnologías Audiovisuales, Universidad de Castilla-La Mancha, 16071 Cuenca, Spain.

Instituto de Investigación en Informática, Universidad de Castilla-La Mancha, 02071 Albacete, Spain.

出版信息

Sensors (Basel). 2017 Oct 12;17(10):2324. doi: 10.3390/s17102324.

Abstract

This article introduces a new and unobtrusive wearable monitoring device based on electrodermal activity (EDA) to be used in health-related computing systems. This paper introduces the description of the wearable device capable of acquiring the EDA of a subject in order to detect his/her calm/distress condition from the acquired physiological signals. The lightweight wearable device is placed in the wrist of the subject to allow continuous physiological measurements. With the aim of validating the correct operation of the wearable EDA device, pictures from the International Affective Picture System are used in a control experiment involving fifty participants. The collected signals are processed, features are extracted and a statistical analysis is performed on the calm/distress condition classification. The results show that the wearable device solely based on EDA signal processing reports around 89% accuracy when distinguishing calm condition from distress condition.

摘要

本文介绍了一种新的、不引人注目的基于皮肤电活动(EDA)的可穿戴监测设备,可用于与健康相关的计算系统。本文介绍了一种可获取受试者 EDA 的可穿戴设备的描述,以便从所获取的生理信号中检测到他/她的平静/紧张状态。该轻便的可穿戴设备放置在受试者的手腕上,以允许进行连续的生理测量。为了验证可穿戴 EDA 设备的正确运行,在涉及五十名参与者的对照实验中使用了国际情感图片系统的图片。对采集到的信号进行处理,提取特征,并对平静/紧张状态分类进行统计分析。结果表明,仅基于 EDA 信号处理的可穿戴设备在区分平静状态和紧张状态时报告的准确率约为 89%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4f6/5677183/78864b38ad41/sensors-17-02324-g001.jpg

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