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
  • [1] Voltage Flicker Measurement Based on Taylor-Fourier Transform
    Kuang H.
    Wen H.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2020, 35 (22): : 4798 - 4806
  • [2] Dynamic Harmonic Analysis Through Taylor-Fourier Transform
    Angel Platas-Garza, Miguel
    Antonio de la O Serna, Jose
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2011, 60 (03) : 804 - 813
  • [3] Polynomial Implementation of the Taylor-Fourier Transform for Harmonic Analysis
    Angel Platas-Garza, Miguel
    Serna, Jose Antonio de la O.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2014, 63 (12) : 2846 - 2854
  • [4] TAYLOR-FOURIER SERIES ANALYSIS FOR FRACTIONAL ORDER SYSTEMS
    Barbe, Kurt
    Lauwers, Lieve
    Fuentes, Lee Gonzales
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 938 - 942
  • [5] Taylor-Fourier Analysis of Blood Pressure Oscillometric Waveforms
    Serna, Jose Antonio de la O.
    2012 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2012, : 2727 - 2732
  • [6] Taylor-Fourier Analysis of Blood Pressure Oscillometric Waveforms
    Serna, Jose Antonio de la O.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2013, 62 (09) : 2511 - 2518
  • [7] Synchrophasor Measurement With Polynomial Phase-Locked-Loop Taylor-Fourier Filters
    Serna, Jose Antonio de la O.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (02) : 328 - 337
  • [8] Analyzing Power Oscillating Signals With the O-Splines of the Discrete Taylor-Fourier Transform
    de la O Serna, Jose Antonio
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (06) : 7087 - 7095
  • [9] Measurement of Heart Rate Using Photoplethysmography
    Saquib, Nazmus
    Papon, Md Tarikul Islam
    Ahmad, Ishtiyaque
    Rahman, Ashikur
    2015 INTERNATIONAL CONFERENCE ON NETWORKING SYSTEMS AND SECURITY (NSYSS), 2015, : 158 - 163
  • [10] FPGA-Based Digital Taylor-Fourier Transform
    Avalos-Almazan, Gerardo
    Aguayo-Tapia, Sarahi
    de Jesus Rangel-Magdaleno, Jose
    Avina-Corral, Victor
    IEEE EMBEDDED SYSTEMS LETTERS, 2024, 16 (03) : 299 - 302