Vital Signs Identification System With Doppler Radars and Thermal Camera

被引:18
作者
Chian, De-Ming [1 ]
Wen, Chao-Kai [1 ]
Wang, Chang-Jen [1 ]
Hsu, Ming-Huan [2 ]
Wang, Fu-Kang [2 ]
机构
[1] Natl Sun Yat Sen Univ, Inst Commun Engn, Kaohsiung 804, Taiwan
[2] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 804, Taiwan
关键词
Radar; Doppler radar; Cameras; Radar detection; Radar antennas; Radar measurements; Radar tracking; Multi-person vital signs; wireless sensing; blind source separation; frequency estimation; frequency tracking; frequency matching; multiple radars; multiple periods; INJECTION-LOCKED RADAR; SENSOR FUSION;
D O I
10.1109/TBCAS.2022.3147827
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
During the global epidemic, non-contact methods for monitoring the vital signs of several people have become particularly important. Advanced signal processing techniques have recently been demonstrated to separate and track the vital signs of multiple people. In this paper, we further develop the multi-person vital signs identification (VSign-ID) system to make non-contact detection available in public places. VSign-ID not only extracts multi-person vital signs but also states from whom these vital signs are collected. We utilize multiple doppler radars to expand the effective range of the measurement area and propose a space and time matching mechanism for vital signs identification. We use a thermal camera to detect the number of people and their movements. VSign-ID efficiently coordinates these two types of sensors (i.e., the doppler radars and the thermal camera) to track and identify the respiration rates and heartbeat rates of multiple people. A series of experiments and simulations are conducted to measure the efficiency of VSign-ID. In the case of five people sitting closely, the estimation errors for respiration and heartbeat rates are -4.85 dB and -2.36 dB lower than the standard resolution of the system, respectively, despite using only two independent radars.
引用
收藏
页码:153 / 167
页数:15
相关论文
共 33 条
[21]  
Scebba G, 2018, IEEE ENG MED BIO, P5672, DOI 10.1109/EMBC.2018.8513501
[22]  
Scebba G, 2017, IEEE ENG MED BIO, P4285, DOI 10.1109/EMBC.2017.8037803
[23]   Extracting multi-person respiration from entangled RF signals [J].
Yue, Shichao ;
He, Hao ;
Wang, Hao ;
Rahul, Hariharan ;
Katabi, Dina .
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2018, 2 (02)
[24]   2-D Self-Injection-Locked Doppler Radar for Locating Multiple People and Monitoring Their Vital Signs [J].
Su, Wei-Chih ;
Juan, Pin-Hsun ;
Chian, De-Ming ;
Horng, Tzyy-Sheng Jason ;
Wen, Chao-Kai ;
Wang, Fu-Kang .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2021, 69 (01) :1016-1026
[25]   A Self- and Mutually Injection-Locked Radar System for Monitoring Vital Signs in Real Time With Random Body Movement Cancellation [J].
Tang, Mu-Cyan ;
Kuo, Chao-Yun ;
Wun, Da-Cian ;
Wang, Fu-Kang ;
Horng, Tzyy-Sheng .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2016, 64 (12) :4812-4822
[26]   Single Self-Injection-Locked Radar With Two Antennas for Monitoring Vital Signs With Large Body Movement Cancellation [J].
Tang, Mu-Cyun ;
Wang, Fu-Kang ;
Horng, Tzyy-Sheng .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2017, 65 (12) :5324-5333
[27]   ViMo: Multiperson Vital Sign Monitoring Using Commodity Millimeter-Wave Radio [J].
Wang, Fengyu ;
Zhang, Feng ;
Wu, Chenshu ;
Wang, Beibei ;
Liu, K. J. Ray .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (03) :1294-1307
[28]   A Novel Vital-Sign Sensor Based on a Self-Injection-Locked Oscillator [J].
Wang, Fu-Kang ;
Li, Chien-Jung ;
Hsiao, Chieh-Hsun ;
Horng, Tzyy-Sheng ;
Lin, Jenshan ;
Peng, Kang-Chun ;
Jau, Je-Kuan ;
Li, Jian-Yu ;
Chen, Cheng-Chung .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2010, 58 (12) :4112-4120
[29]   PhaseBeat: Exploiting CSI Phase Data for Vital Sign Monitoring with Commodity WiFi Devices [J].
Wang, Xuyu ;
Yang, Chao ;
Mao, Shiwen .
2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), 2017, :1230-1239
[30]   Robust Sensor Fusion of Unobtrusively Measured Heart Rate [J].
Wartzek, Tobias ;
Brueser, Christoph ;
Walter, Marian ;
Leonhardt, Steffen .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2014, 18 (02) :654-660