DocumentCode :
2762921
Title :
Application of wavelets based multiresolution analysis to detect relevant points of interest from finger-tip photoplethesmography and pressure signal from the radial artery
Author :
Prakash, Prakhar ; Sareen, Meghna ; Anand, Rohin ; Abhinav ; Anand, Sneh
Author_Institution :
Centre for Biomed. Eng.-IIT Delhi & AIIMS, IIT Delhi, New Delhi
fYear :
2008
fDate :
18-20 Dec. 2008
Firstpage :
1
Lastpage :
4
Abstract :
The purpose of this study is to apply and evaluate performance of wavelets and select an appropriate wavelet to detect the peaks and dicrotic notch from the waveform captured from infrared finger-tip photoplethesmography (PPG) and detect the significant peaks and valleys from the signal captured from the radial artery. Accurate detection of dicrotic notch is important as it finds its usage in various medical applications viz. pulse oximeters, vascular diagnostics, digital beat-to-beat blood pressure measurement systems and autonomic function analyzers. The method was extended to detect points of interest in pressure signal from radial artery. Radial artery signals were captured from a robust system called `Nadi Yantra´ [1] developed for the validation of ancient method of non-invasive pulse diagnosis of ailments. The system uses piezoelectric based pressure system to capture the palpations from the radial artery. To characterize the signals, wavelets were applied and the percussion wave, tidal wave and dicrotic notch were detected. The techniques developed were executed on a set of 120 data samples from healthy subjects. Daubechies wavelet was found to be suitable for PPG and radial artery pulse analysis. Overall efficiency of 98.45% for PPG signal and 97.89% for radial artery signal was achieved.
Keywords :
blood vessels; cardiovascular system; medical signal detection; medical signal processing; optical signal detection; piezoelectric devices; plethysmography; signal resolution; wavelet transforms; Daubechies wavelet; Nadi Yantra; PPG signal; dicrotic notch detection; infrared finger-tip photoplethesmography; palpation; percussion wave detection; piezoelectric-based pressure system; pressure signal detection; radial artery signal; tidal wave detection; wavelet-based multiresolution analysis; Arteries; Biomedical equipment; Blood pressure; Infrared detectors; Medical services; Medical signal detection; Multiresolution analysis; Pressure measurement; Pulse measurements; Wavelet analysis; Dicrotic notch; Photoplethysmography; Pulse; Radial artery; filtering; multiresolution analysis; wavelets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering Conference, 2008. CIBEC 2008. Cairo International
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-2694-2
Electronic_ISBN :
978-1-4244-2695-9
Type :
conf
DOI :
10.1109/CIBEC.2008.4786063
Filename :
4786063
Link To Document :
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