Taylor-Fourier Analysis of Photoplethysmography Signals for Heart Rate Measurement

被引:0
|
作者
Rahbar, Sahar [1 ]
Ferrero, Roberto [1 ]
Pegoraro, Paolo Attilio [2 ]
Toscani, Sergio [3 ]
机构
[1] Univ Liverpool, Dept Elect Engn & Elect, Liverpool, Merseyside, England
[2] Univ Cagliari, Dept Elect & Elect Engn, Cagliari, Italy
[3] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, Milan, Italy
关键词
Photoplethysmography (PPG); Biomedical signal processing; Time-domain analysis; Frequency-domain analysis; Fourier transform; Taylor series; TIME;
D O I
10.1109/I2MTC60896.2024.10560902
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
Photoplethysmography (PPG) is gaining increasing attention for the measurement of heart rate (HR) and heart rate variability (HRV), but the accuracy and reliability of measurement results remain questionable when obtained from wearable devices, prone to recording movement artifacts and other disturbances caused by poor sensor-skin contact. HR and HRV information is typically extracted in the time domain, from the estimation of inter-beat intervals, which can be confidently identified only when the signal is very clean. This paper proposes an alternative time-frequency approach to the HR estimation and to the signal quality assessment, based on the Taylor-Fourier Transform, capable of retrieving time-varying amplitudes and phases of the spectral components in non-sinusoidal, quasiperiodic signals. Preliminary results from a healthy subject show good promise for this method in the identification of disturbances within the signal and in the estimation of the instantaneous HR, at least in clean parts of the signal. A full validation of the proposed method remains outside the scope of this paper, but directions for future research are discussed.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] EEG-Rhythm Specific Taylor-Fourier Filter Bank Implemented With O-Splines for the Detection of Epilepsy Using EEG Signals
    Serna, Jose Antonio de la O.
    Arrieta Paternina, Mario R.
    Zamora-Mendez, Alejandro
    Tripathy, Rajesh Kumar
    Pachori, Ram Bilas
    IEEE SENSORS JOURNAL, 2020, 20 (12) : 6542 - 6551
  • [42] Enhanced Support Recovery for PMU Measurements Based on Taylor-Fourier Compressive Sensing Approach
    Frigo, Guglielmo
    Pegoraro, Paolo Attilio
    Toscani, Sergio
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [43] Design of Compressive Sensing Adaptive Taylor-Fourier Comb Filters for Harmonic Synchrophasor Estimation
    Frigo, Guglielmo
    Pegoraro, Paolo Attilio
    Toscani, Sergio
    IEEE Open Journal of Instrumentation and Measurement, 2022, 1
  • [44] Broken Rotor Bar Detection in Induction Motors using Digital Taylor-Fourier Transform
    Aguayo-Tapia, Sarahi
    Avalos-Almazan, Gerardo
    Rangel-Magdaleno, Jose
    Paternina, Mario R. A.
    2022 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2022,
  • [45] Taylor-Fourier Multifrequency Model for Supra-Harmonic Identification and Estimation<bold> </bold>
    Frigo, Guglielmo
    2021 IEEE 11TH INTERNATIONAL WORKSHOP ON APPLIED MEASUREMENTS FOR POWER SYSTEMS (AMPS), 2021,
  • [46] Compressive Sensing Taylor-Fourier and Windowing Approach for Synchronized Phasor, Frequency and ROCOF Measurements
    Frigo, Guglielmo
    Pegoraro, Paolo Attilio
    Toscani, Sergio
    2021 IEEE 11TH INTERNATIONAL WORKSHOP ON APPLIED MEASUREMENTS FOR POWER SYSTEMS (AMPS), 2021,
  • [47] Towards efficient heart rate variability estimation in artifact-induced Photoplethysmography signals
    Alqaraawi, Ahmed
    Alwosheel, Ahmad
    Alasaad, Amr
    2016 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2016,
  • [48] Real Time Heart Rate Detection Using Non-Contact Photoplethysmography Signals
    Kavsaoglu, Ahmet Resit
    Polat, Kemal
    Bozkurt, Mehmet Recep
    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 196 - 199
  • [49] A NEW APPROACH FOR HEART RATE MONITORING USING PHOTOPLETHYSMOGRAPHY SIGNALS CONTAMINATED BY MOTION ARTIFACTS
    Sun, Biao
    Feng, Hui
    Zhang, Zhilin
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 809 - 813
  • [50] Research on the combination of color channels in heart rate measurement based on photoplethysmography imaging
    Ryu, JongSong
    Hong, SunChol
    Liang, Shili
    Pak, SinIl
    Chen, Qingyue
    Yan, Shifeng
    JOURNAL OF BIOMEDICAL OPTICS, 2021, 26 (02)