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Monitoring Person on Bed Using Millimeter-Wave Radar Sensor

Authors
Jang, Min-hoKang, Sung-wookLee, Seongwook
Issue Date
Mar-2022
Publisher
IEEE
Keywords
change point detection; human monitoring; radar sensor; respiration rate
Citation
2022 IEEE RADAR CONFERENCE (RADARCONF'22)
Journal Title
2022 IEEE RADAR CONFERENCE (RADARCONF'22)
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/70075
DOI
10.1109/RADARCONF2248738.2022.9764251
ISSN
1097-5764
2640-7736
Abstract
In this paper, we propose a method for finding the moment when the state of a person on the bed changes and estimating the person's respiration rate. First, we install a millimeter-wave band radar sensor on the bed and acquire reflected radar signals for a person and a baby doll that mimics the respiration rate of a person. Then, the moment when the subject's breathing pattern changes is detected by applying the change point detection algorithm to the spectrogram. In addition, the respiration rate of the subject is estimated from the change in the distance between the subject and the radar over time. Through the proposed method, we can effectively find the moment when the subject's breathing characteristics change rapidly. Moreover, the respiration rate estimated from the radar sensor data shows an error rate of less than 3.5% when compared with the actual respiration rate.
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창의ICT공과대학 (전자전기공학부)
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