心跳
生命体征
雷达
计算机科学
实时计算
连续波雷达
雷达工程细节
杂乱
远程病人监护
计算机视觉
人工智能
雷达成像
电信
医学
计算机安全
外科
放射科
作者
M. Mercuri,Giulia Sacco,Rainer Hornung,Peng Zhang,Hubregt J. Visser,Martijn Hijdra,Yao‐Hong Liu,Stefano Pisa,Barend van Liempd,Tom Torfs
标识
DOI:10.1109/jiot.2021.3051580
摘要
A single-input and single-output (SISO) frequency-modulated continuous wave (FMCW) radar architecture is proposed and in vivo demonstrated for remote 2-D localization (range and angular information) and vital signs monitoring of multiple subjects. The radar sensor integrates two frequency scanning antennas which allow angular separation and enable determining a 2-D map (range versus angle) of a room environment from which people can be distinguished from objects and clutter. After technical tests to validate the functionality of the proposed architecture and data processing algorithm, a practical setup was successfully demonstrated to locate human volunteers, at different absolute distances and orientations, and to retrieve their respiratory and heart rate information. Experimental results show that this radar sensor can monitor accurately the vital signs of multiple subjects within typical room settings, reporting maximum mean absolute errors of 0.747 breaths-per-minute and 2.645 beats-per-minute, respectively, for respiration rate and heartbeat. Practical applications arise for Internet of Things (IoT), ambient-assisted living, healthcare, geriatric and quarantine medicine, automotive, rescue and security purposes.
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