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A Wearable Skin Temperature Monitoring System for Early Detection of Infections

Authors :
Nikolaus Gravenstein
Swarup Bhunia
Naren Vikram Raj Masna
Soumyajit Mandal
Junjun Huan
Parker Difuntorum
Joshua S Bernstein
Source :
IEEE Sensors Journal. 22:1670-1679
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

This paper describes a wearable, open-source wrist temperature monitoring system that enables the reliable identification of slowly-varying skin temperature patterns that may be indicative of infections. The hardware platform uses a Bluetooth Low Energy (BLE) wireless interface and includes three skin temperature sensors, a thermally-isolated ambient temperature sensor, an inertial measurement unit (IMU), and a Galvanic skin response (GSR) sensor. A template-matching algorithm is used to detect weak but long-lived anomalous temperature patterns that deviate from the normal circadian rhythm are thus may be driven by infections. Experimental and simulation results confirm that small temperature anomalies (peak value < 0.4°C) extending over 2-3 weeks can be detected with a total error rate < 10%.

Details

ISSN :
23799153 and 1530437X
Volume :
22
Database :
OpenAIRE
Journal :
IEEE Sensors Journal
Accession number :
edsair.doi...........cb5ee5e5aee06dd88347aa1dd7fbdb79
Full Text :
https://doi.org/10.1109/jsen.2021.3131500