Title :
Wavelet Decomposition and Feature Extraction from Pulse Signals of the Radial Artery
Author :
Sareen, Meghna ; Abhinav ; Prakash, Prakhar ; Anand, Sneh
Author_Institution :
Centre for Biomed. Eng., Indian Inst. of Technol., New Delhi, India
Abstract :
Pressure signals from the radial artery are captured using a novel pulse recording instrument and processed using wavelets. The motivation behind this study is the validation of the noninvasive method of pulse diagnosis. The signals from the radial artery were captured using a robust electro-mechanical system, ´Nadi Yantra´ which uses piezoelectric based pressure sensors to capture the palpations. Percussion peaks were identified and the interval between these was used to calculate Heart Rate Varibility (HRV), a useful tool for assessing the status of the autonomic nervous system noninvasively. Time domain indices were calculated from direct measurement of peak-peak (PP) intervals and from differences between the PP intervals. Frequency domain indices such as very low frequency (VLF) power, low frequency (LF) power, high frequency (HF) power, LF/HF ratio were also calculated. A nonlinear Poincare analysis was carried out. Results from 7 datasets are depicted in this paper.
Keywords :
biomedical transducers; cardiology; feature extraction; frequency-domain analysis; medical signal processing; piezoelectric transducers; time-domain analysis; wavelet transforms; Nadi Yantra; autonomic nervous system; feature extraction; frequency domain indices; heart rate varibility; high frequency power; noninvasive method; nonlinear Poincare analysis; palpations; percussion peaks; piezoelectric based pressure sensors; pressure signals; pulse diagnosis; pulse recording instrument; pulse signals; radial artery; robust electro-mechanical system; time domain indices; very low frequency power; wavelet decomposition; Arteries; Feature extraction; Frequency; Hafnium; Heart rate; Heart rate variability; Instruments; Robustness; Sensor systems; Signal processing; heart rate variability; percussion wave; poincare plot; pulse; radial artery; spectralanalysis; tridoshic; wavelets;
Conference_Titel :
Advanced Computer Theory and Engineering, 2008. ICACTE '08. International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-0-7695-3489-3
DOI :
10.1109/ICACTE.2008.66