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Correlation Analysis of Different Measurement Places of Galvanic Skin Response in Test Groups Facing Valence and Arousal Changes
: Received: 25 December 2020 / Approved: 26 December 2020 / Online: 26 December 2020 (11:07:37 CET)
A peer-reviewed article of this Preprint also exists.
Journal reference: Sensors 2021
The Galvanic Skin Response (GSR, also widely known as electrodermal activity EDA) is one of the signals related to this emotional reaction. Given the sparsity of studies related to and the variety of devices, we experimented at the Human Health Activity Laboratory with 17 healthy subjects. The goal is to know the variability of detection changes in the electrodermal activity among a test group with heterogeneous respondents in response to valence and arousal stimuli, correlating GSR biosignals measured from different body sites. We experiment with the right and left wrist, left fingers, the right foot's inner side using Shimmer3GSR, and Empatica E4 sensors. Results indicate as the most promising homogeneous GSR measure place the left fingers and right foot. Results suggest that due to a significantly strong correlation among the inner side of the right foot and left fingers and moderate correlations with the right and left wrist, the foot is a good place to measure EDA. This paper also contributes knowledge about some wearable sensor technologies available in the market. Shimmer3GSR sensor may be better reliable to homogenous detecting electrodermal activity changes, as these have fewer anomalies among the respondents. However, we found some anomalies in signals from the Empatica E4 sensor, which we discuss in this work.
Stress; Wearable; Sensor; Physiological Signals; Galvanic Skin Response; GSR; Electrodermal activity; EDA; Valence and Arousal; Correlation
MATHEMATICS & COMPUTER SCIENCE, Algebra & Number Theory
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