Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets

Yang Zheng Lin; Chin Lung Yang

doi:10.1109/AP-S/USNC-URSI47032.2022.9887037

Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets

Yang Zheng Lin, Chin Lung Yang

電機工程學系

研究成果: Conference contribution

1 引文斯高帕斯（Scopus）

摘要

In this paper, a novel algorithm is presented for heart rate extraction under multi-target environments using a single antenna pair. A grey wolf optimization (GWO) algorithm is utilized to estimate the frequency component of breathing as well as breathing harmonics to reconstruct the heartbeat signals. Then, empirical mode decomposition is introduced to cancel the frequency components of respiration and clutters by selecting an intrinsic mode function. While measuring the two people case, there are error rates of 4.92% and 3.11% respectively.

原文	English
主出版物標題	2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	345-346
頁數	2
ISBN（電子）	9781665496582
DOIs	https://doi.org/10.1109/AP-S/USNC-URSI47032.2022.9887037
出版狀態	Published - 2022
事件	2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Denver, United States 持續時間: 2022 7月 10 → 2022 7月 15

出版系列

名字	2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings

Conference

Conference	2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022
國家/地區	United States
城市	Denver
期間	22-07-10 → 22-07-15

All Science Journal Classification (ASJC) codes

電腦網路與通信
訊號處理
儀器

存取文件

10.1109/AP-S/USNC-URSI47032.2022.9887037

其它文件與鏈接

引用此

Lin, Y. Z., & Yang, C. L. (2022). Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. 於 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings (頁 345-346). (2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AP-S/USNC-URSI47032.2022.9887037

Lin, Yang Zheng ; Yang, Chin Lung. / Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. 頁 345-346 (2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings).

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title = "Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets",

abstract = "In this paper, a novel algorithm is presented for heart rate extraction under multi-target environments using a single antenna pair. A grey wolf optimization (GWO) algorithm is utilized to estimate the frequency component of breathing as well as breathing harmonics to reconstruct the heartbeat signals. Then, empirical mode decomposition is introduced to cancel the frequency components of respiration and clutters by selecting an intrinsic mode function. While measuring the two people case, there are error rates of 4.92% and 3.11% respectively.",

author = "Lin, {Yang Zheng} and Yang, {Chin Lung}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 ; Conference date: 10-07-2022 Through 15-07-2022",

year = "2022",

doi = "10.1109/AP-S/USNC-URSI47032.2022.9887037",

language = "English",

series = "2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "345--346",

booktitle = "2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings",

address = "United States",

}

Lin, YZ & Yang, CL 2022, Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. 於 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings. 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 頁 345-346, 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022, Denver, United States, 22-07-10. https://doi.org/10.1109/AP-S/USNC-URSI47032.2022.9887037

Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. / Lin, Yang Zheng; Yang, Chin Lung.
2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. p. 345-346 (2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings).

研究成果: Conference contribution

TY - GEN

T1 - Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets

AU - Lin, Yang Zheng

AU - Yang, Chin Lung

PY - 2022

Y1 - 2022

N2 - In this paper, a novel algorithm is presented for heart rate extraction under multi-target environments using a single antenna pair. A grey wolf optimization (GWO) algorithm is utilized to estimate the frequency component of breathing as well as breathing harmonics to reconstruct the heartbeat signals. Then, empirical mode decomposition is introduced to cancel the frequency components of respiration and clutters by selecting an intrinsic mode function. While measuring the two people case, there are error rates of 4.92% and 3.11% respectively.

AB - In this paper, a novel algorithm is presented for heart rate extraction under multi-target environments using a single antenna pair. A grey wolf optimization (GWO) algorithm is utilized to estimate the frequency component of breathing as well as breathing harmonics to reconstruct the heartbeat signals. Then, empirical mode decomposition is introduced to cancel the frequency components of respiration and clutters by selecting an intrinsic mode function. While measuring the two people case, there are error rates of 4.92% and 3.11% respectively.

UR - http://www.scopus.com/inward/record.url?scp=85139740777&partnerID=8YFLogxK

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U2 - 10.1109/AP-S/USNC-URSI47032.2022.9887037

DO - 10.1109/AP-S/USNC-URSI47032.2022.9887037

M3 - Conference contribution

AN - SCOPUS:85139740777

T3 - 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings

SP - 345

EP - 346

BT - 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022

Y2 - 10 July 2022 through 15 July 2022

ER -

Lin YZ, Yang CL. Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. 於 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. p. 345-346. (2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings). doi: 10.1109/AP-S/USNC-URSI47032.2022.9887037

Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets

摘要

出版系列

Conference

All Science Journal Classification (ASJC) codes

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