DocumentCode :
2726010
Title :
Adaptive comb filters for quasiperiodic physiologic signals
Author :
Cyrill, D. ; McNames, J. ; Aboy, M.
Author_Institution :
Biomedical Signal Process. Laboratory, Portland State Univ., OR, USA
Volume :
3
fYear :
2003
fDate :
17-21 Sept. 2003
Firstpage :
2439
Abstract :
Quasi-periodic physiologic signals such as the electrocardiogram (ECG) and pulse oximetry are sensitive to artifact and noise caused by patient movement, electrical interference, and sensor movement. This reduces the accuracy of algorithms that process these signals such as QRS detectors. The noise cannot be completely eliminated by traditional bandpass filters because the signal bandwidth often has significant overlap with the bandwidth of the artifact. We describe a simple adaptive comb filter (ACF) that attenuates the noise power between the signal harmonics and continuously estimates the heart rate without detecting individual beats. The filter applied to each harmonic has a finite impulse response (FIR), a user-specified bandwidth, and linear-phase to prevent distortion of the signal morphology.
Keywords :
FIR filters; adaptive filters; comb filters; electrocardiography; medical signal detection; medical signal processing; oximetry; patient diagnosis; ECG; QRS detectors; adaptive comb filters; artifact; electrical interference; electrocardiogram; finite impulse response; noise; patient movement; pulse oximetry; quasiperiodic physiologic signals; sensor movement; signal harmonics; signal morphology; user-specified bandwidth; Adaptive filters; Band pass filters; Bandwidth; Detectors; Electrocardiography; Finite impulse response filter; Interference; Power harmonic filters; Power system harmonics; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7789-3
Type :
conf
DOI :
10.1109/IEMBS.2003.1280409
Filename :
1280409
Link To Document :
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