DocumentCode
2505149
Title
Adaptive comb filtering for motion artifact reduction from PPG with a structure of adaptive lattice IIR notch filter
Author
Lee, Boreom ; Kee, Youngwook ; Han, Jonghee ; Yi, Won Jin
Author_Institution
Grad.-program of Med. Syst. Eng. (GMSE), Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
7937
Lastpage
7940
Abstract
Photoplethysmographic (PPG) signal can provide important information about cardiovascular and respiratory conditions of individuals in a hospital or daily life. However, PPG can be distorted by motion artifacts significantly. Therefore, the reduction of the effects of motion artifacts is very important procedure for monitoring cardio-respiratory system by PPG. There have been many adaptive techniques to reduce motion artifacts from PPG signal including normalized least mean squares (NLMS) method, recursive least squares (RLS) filter, and Kalman filter. In the present study, we propose the adaptive comb filter (ACF) for reducing the effects of motion artifacts from PPG signal. ACF with adaptive lattice infinite impulse response (IIR) notch filter (ALNF) successfully reduced the motion artifacts from the quasi-periodic PPG signal.
Keywords
IIR filters; Kalman filters; adaptive filters; comb filters; least mean squares methods; medical signal processing; notch filters; photoplethysmography; recursive estimation; Kalman filter; adaptive comb filtering; adaptive lattice IIR notch filter; cardiorespiratory system; infinite impulse response; motion artifact reduction; normalized least mean squares; photoplethysmographic signal; recursive least squares filter; Adaptive filters; Band pass filters; Filtering algorithms; Frequency estimation; IIR filters; Lattices; Power harmonic filters; Algorithms; Artifacts; Computer Simulation; Humans; Motion; Photoplethysmography;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091957
Filename
6091957
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