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Movement Compensated Driver's Respiratory Rate Extraction

Authors
Yoo, Young-KeunShin, Hyun-Chool
Issue Date
Mar-2022
Publisher
MDPI
Keywords
FMCW radar; contactless driver monitoring; vital; respiration; movement; distortion; compensation
Citation
APPLIED SCIENCES-BASEL, v.12, no.5
Journal Title
APPLIED SCIENCES-BASEL
Volume
12
Number
5
URI
http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/42101
DOI
10.3390/app12052695
ISSN
2076-3417
Abstract
In non-contact vital sign monitoring using radar, radar signal distorted by the surrounding unspecified factors is unsuitable for monitoring vital signs. In order to monitor vital signs accurately, it is essential to compensate for distortion of radar signals caused by surrounding environmental factors. In this paper, we propose a driver vital signal compensation method in driving situations, including the driver's movements using a frequency-modulated continuous-wave (FMCW) radar. Driver's movement is quantified from the radar signal and used to set a distortion signal compensation index to compensate for the signal distortion induced in the driving situation that the driver's movement occurs. The experimental results show that the respiration rate estimated from the radar signal compensated through the proposed method is similar to the actual respiration rate than from the signal before calibration. These results confirm the possibility of using the proposed method in a non-statistic situation and effectiveness in estimating respiration rate reflecting human movement in monitoring vital signs using FMCW radar.
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