Heart Rate Extraction with VMD Algorithm in Non-Stationary Clutter Environment Based on FMCW Radar Systems

Kuan Ju Wu, Chin Lung Yang

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

This paper presents a variational mode decomposition (VMD)-based heart rate extraction algorithm to extract heart rate of the target under intermittent interference of non-stationary clutters caused by another person. When nonstationary clutters exist around the interested target, the heart rate detection becomes difficult for FMCW radars. In regard to the situation, VMD is utilized to extract the heartbeat signal and suppress the effect of non-stationary clutters after applying filter preprocessing. This approach is compared to other methods based on ensemble empirical mode decomposition (EEMD) and traditional fast Fourier transform (FFT). As a result, the proposed algorithm can achieve low computational load and high accuracy of heart rate extraction with relative error of 1.7%. The heartbeat signal extracted by the proposed algorithm has signal-to-noise ratio (SNR) improvement of 2.4 dB compared with EEMD algorithm.

原文English
主出版物標題2021 IEEE International Symposium on Radio-Frequency Integration Technology, RFIT 2021
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781665433914
DOIs
出版狀態Published - 2021 8月 25
事件2021 IEEE International Symposium on Radio-Frequency Integration Technology, RFIT 2021 - Hualien, Taiwan
持續時間: 2021 8月 252021 8月 27

出版系列

名字2021 IEEE International Symposium on Radio-Frequency Integration Technology, RFIT 2021

Conference

Conference2021 IEEE International Symposium on Radio-Frequency Integration Technology, RFIT 2021
國家/地區Taiwan
城市Hualien
期間21-08-2521-08-27

All Science Journal Classification (ASJC) codes

  • 電腦網路與通信
  • 電氣與電子工程
  • 儀器

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