A Self-Calibrating Radar Sensor System for Measuring Vital Signs

被引:63
作者
Huang, Ming-Chun [1 ]
Liu, Jason J. [2 ]
Xu, Wenyao [3 ]
Gu, Changzhan [4 ]
Li, Changzhi [4 ]
Sarrafzadeh, Majid [2 ]
机构
[1] Case Western Reserve Univ, Dept Elect Engn & Comp Sci, Cleveland, OH 44106 USA
[2] Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90066 USA
[3] SUNY Buffalo, Dept Comp Sci & Engn, Buffalo, NY 14260 USA
[4] Dept Elect & Comp Engn, Lubbock, TX 79409 USA
基金
美国国家科学基金会;
关键词
Calibration; Doppler radar; vital sign measurement; DOPPLER RADAR; HEART-RATE; DEMODULATION; RESPIRATION; MOVEMENT;
D O I
10.1109/TBCAS.2015.2411732
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Vital signs (i.e., heartbeat and respiration) are crucial physiological signals that are useful in numerous medical applications. The process of measuring these signals should be simple, reliable, and comfortable for patients. In this paper, a noncontact self-calibrating vital signs monitoring system based on the Doppler radar is presented. The system hardware and software were designed with a four-tiered layer structure. To enable accurate vital signs measurement, baseband signals in the radar sensor were modeled and a framework for signal demodulation was proposed. Specifically, a signal model identification method was formulated into a quadratically constrained l(1) minimization problem and solved using the upper bound and linear matrix inequality (LMI) relaxations. The performance of the proposed system was comprehensively evaluated using three experimental sets, and the results indicated that this system can be used to effectively measure human vital signs.
引用
收藏
页码:352 / 363
页数:12
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