DocumentCode :
2882987
Title :
Pulse baseline wander removal using wavelet approximation
Author :
Wang, KQ ; Xu, LS ; Wang, L. ; Li, ZG ; Li, YZ
Author_Institution :
Dept. of Comput. Sci. & Eng., Harbin Inst. of Technol., China
fYear :
2003
fDate :
21-24 Sept. 2003
Firstpage :
605
Lastpage :
608
Abstract :
Pulse waveform is the key to the traditional Chinese pulse diagnosis. However, its baseline wander introduced in the acquisition may result in misdiagnosis. What´s more, recent advancements in the pulse variability analysis require more accuracy of baseline estimation. In this paper, a wavelet based cascaded adaptive filter (CAF) was presented to remove this drift. The CAF works in two stages. The first stage is a discrete Meyer wavelet approximation and the second stage is a cubic spline estimation. The experimental results on 50 simulated and 200 real pulse signals demonstrate the powerful effect of CAF both in removing the baseline wander and in preserving the diagnostic information of pulse waveform, comparing with some traditional methods, such as cubic spline estimation, morphology filter and linear-phase FIR least-squares-error digital filter. In addition, this CAF is easy to be accomplished and needs no prior knowledge on pulse and its baseline drift.
Keywords :
FIR filters; adaptive filters; cardiology; digital filters; discrete wavelet transforms; medical signal processing; patient diagnosis; splines (mathematics); baseline estimation; cubic spline estimation; discrete Meyer wavelet approximation; linear-phase FIR least-squares-error digital filter; misdiagnosis; morphology filter; pulse baseline wander removal; pulse variability analysis; pulse waveform; traditional Chinese pulse diagnosis; wavelet approximation; wavelet based cascaded adaptive filter; Adaptive filters; Cutoff frequency; Digital filters; Finite impulse response filter; Fluctuations; Modems; Morphology; Signal processing; Spline; Wiener filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2003
ISSN :
0276-6547
Print_ISBN :
0-7803-8170-X
Type :
conf
DOI :
10.1109/CIC.2003.1291228
Filename :
1291228
Link To Document :
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