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环境中不同噪声对皮肤电活动记录的干扰。

Disturbances in Electrodermal Activity Recordings Due to Different Noises in the Environment.

机构信息

Scientific Research Center, University of Zakho, Zakho 42002, Iraq.

Department of Physics, College of Science, University of Zakho, Zakho 42002, Iraq.

出版信息

Sensors (Basel). 2024 Aug 22;24(16):5434. doi: 10.3390/s24165434.

Abstract

Electrodermal activity (EDA) is a widely used psychophysiological measurement in laboratory-based studies. In recent times, these measurements have seen a transfer from the laboratory to wearable devices due to the simplicity of EDA measurement as well as modern electronics. However, proper conditions for EDA measurement are recommended once wearable devices are used, and the ambient conditions may influence such measurements. It is not completely known how different types of ambient noise impact EDA measurement and how this translates to wearable EDA measurement. Therefore, this study explored the effects of various noise disturbances on the generation of EDA responses using a system for the simultaneous recording of all measures of EDA, i.e., skin conductance responses (SCRs), skin susceptance responses (SSRs), and skin potential responses (SPRs), at the same skin site. The SCRs, SSRs, and SPRs due to five types of noise stimuli at different sound pressure levels (70, 75, 80, 85, and 90 dB) were measured from 40 participants. The obtained results showed that EDA responses were generated at all levels and that the EDA response magnitudes were significantly ( < 0.001) influenced by the increasing noise levels. Different types of environmental noise may elicit EDA responses and influence wearable recordings outside the laboratory, where such noises are more likely than in standardized laboratory tests. Depending on the application, it is recommended to prevent these types of unwanted variation, presenting a challenge for the quality of wearable EDA measurement in real-world conditions. Future developments to shorten the quality gap between standardized laboratory-based and wearable EDA measurements may include adding microphone sensors and algorithms to detect, classify, and process the noise-related EDA.

摘要

皮肤电活动(EDA)是一种在基于实验室的研究中广泛使用的心理生理学测量方法。近年来,由于 EDA 测量的简单性以及现代电子技术的发展,这些测量已经从实验室转移到了可穿戴设备上。然而,一旦使用可穿戴设备,就需要推荐适当的 EDA 测量条件,因为环境条件可能会影响这些测量。目前还不完全清楚不同类型的环境噪声如何影响 EDA 测量,以及这如何转化为可穿戴 EDA 测量。因此,本研究使用一种同时记录所有 EDA 测量的系统,即皮肤电导率反应(SCRs)、皮肤电纳反应(SSRs)和皮肤电位反应(SPRs),探索了各种噪声干扰对 EDA 反应产生的影响,该系统可在同一皮肤部位进行。在 40 名参与者中,测量了五种不同声压水平(70、75、80、85 和 90 dB)的噪声刺激引起的 SCRs、SSRs 和 SPRs。结果表明,在所有水平都产生了 EDA 反应,并且 EDA 反应幅度受到噪声水平增加的显著影响(<0.001)。不同类型的环境噪声可能会引发 EDA 反应,并影响实验室外的可穿戴记录,而在标准化实验室测试中,这种噪声出现的可能性较小。根据应用的不同,建议防止这些类型的意外变化,这对真实条件下可穿戴 EDA 测量的质量提出了挑战。为了缩短标准化实验室 EDA 测量和可穿戴 EDA 测量之间的质量差距,未来的发展可能包括添加麦克风传感器和算法,以检测、分类和处理与噪声相关的 EDA。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8599/11359885/1fd3dda6b403/sensors-24-05434-g0A1.jpg

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