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

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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.

Original language	English
Title of host publication	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
Number of pages	2
ISBN (Electronic)	9781665496582
DOIs	https://doi.org/10.1109/AP-S/USNC-URSI47032.2022.9887037
Publication status	Published - 2022
Event	2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Denver, United States Duration: 2022 Jul 10 → 2022 Jul 15

Publication series

Name	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
Country/Territory	United States
City	Denver
Period	22-07-10 → 22-07-15

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Signal Processing
Instrumentation

Access to Document

10.1109/AP-S/USNC-URSI47032.2022.9887037

Cite this

Lin, Y. Z., & Yang, C. L. (2022). Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. In 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, AP-S/URSI 2022 - Proceedings (pp. 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. pp. 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. in 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., pp. 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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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.

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

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Lin YZ, Yang CL. Heart Rate Extraction of Doppler Radar Systems Using Grey Wolf Optimization for Multiple Targets. In 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

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