Heart Rate Tracking Using a Doppler Radar With the Reassigned Joint Time-Frequency Transform

被引:17
|
作者
Lee, Choonghee [1 ]
Yoon, Chiyul [1 ]
Kong, Hyoun-joong [2 ,3 ]
Kim, Hee Chan [2 ,3 ]
Kim, Youngwook [4 ]
机构
[1] Seoul Natl Univ, Interdisciplinary Program, Grad Sch, Seoul 110810, South Korea
[2] Seoul Natl Univ, Dept Biomed Engn, Coll Med, Seoul 110810, South Korea
[3] Seoul Natl Univ, Inst Med & Biol Engn, Seoul 110810, South Korea
[4] Calif State Univ Fresno, Dept Elect & Comp Engn, Lyles Coll Engn, Fresno, CA 93740 USA
关键词
Doppler vital sensor; heart rate; joint time-frequency analysis (JTFA); reassigned joint time-frequency analysis; BAND;
D O I
10.1109/LAWP.2011.2168511
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Heart rate variations are tracked using an RF Doppler signal by applying a reassigned joint time-frequency transform (RJTFT). In time-frequency analysis, RJTFT improves the readability of the heart rate on a spectrogram and the heart rate is continuously tracked with it. To verify the result, a heartbeat signal was acquired from a stationary human subject using a Doppler radar unit. The sensor operating at 2.45 GHz was located a distance of 0.5 m from the subject. Using the RJTFT, the heart rate was clearly extracted, thereby improved the readability. A reference heart rate was measured by a photoplethysmography (PPG) device and compared with the heart rate tracked by the RJTFT. The resulting root mean square (RMS) difference of the heart rate measured by the two methods was 5%.
引用
收藏
页码:1096 / 1099
页数:4
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