DocumentCode
386249
Title
An iterative noise reduction method for electrocardiogram
Author
Puthusserypady, S. ; Lim, Y.L.
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Volume
1
fYear
2002
fDate
2002
Firstpage
58
Abstract
In this paper, two novel iterative (orthogonal and non-orthogonal projection) schemes are proposed for noise reduction in electrocardiogram (ECG). These methods are first tried out on the well-known Lorenz system before extending to the recorded ECG signals. Results from the studies show that for the same signal-to-noise ratio (SNR) improvement, the nonorthogonal projection method (M2) requires less iterations than the orthogonal projection method (M1). More importantly, the iterative nature of the algorithms improve the performance of the schemes compared to the non-iterative schemes.
Keywords
chaos; electrocardiography; iterative methods; medical signal processing; noise; Lorenz system; algorithms; electrodiagnostics; iterative algorithm; local geometric projection; nonorthogonal projection; orthogonal projection; recorded ECG signals; signal-to-noise ratio improvement; Chaos; Covariance matrix; Delay; Drives; Electrocardiography; Iterative algorithms; Iterative methods; Measurement errors; Noise reduction; Signal to noise ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN
1094-687X
Print_ISBN
0-7803-7612-9
Type
conf
DOI
10.1109/IEMBS.2002.1134386
Filename
1134386
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