DocumentCode
2501055
Title
Time-varying wiener filtering based on short-time fourier transform
Author
Kostiev, A.Y. ; Butrym, A.Y. ; Shulga, S.N.
Author_Institution
Karazin Kharkov Nat. Univ., Kharkov, Ukraine
fYear
2012
fDate
17-21 Sept. 2012
Firstpage
305
Lastpage
308
Abstract
The paper considers filtering noisy pulse signals using Wiener filtering technique applied in the Short Time Fourier Transform domain. It is assumed that there exists some a priori estimation of the signal spectrum within some time interval for each moment, such estimation may be available when the signal consists of some transients repeated in quasi-periodical manner, or when there exists some concurrent much less noisy process that can be used to estimate the momentary spectrum of the filtered signal. Efficiency of the proposed technique is demonstrated on filtering noisy magnetocardiographic signals based on concurrent electrocardiograms. Its superiority over stationary Wiener filtering is shown.
Keywords
Fourier transforms; Wiener filters; electrocardiography; magnetocardiography; medical signal processing; signal denoising; time-varying filters; a priori estimation; concurrent electrocardiograms; momentary spectrum estimation; noisy-magnetocardiographic signal filtering; noisy-pulse signal filtering; quasiperiodical manner; short-time Fourier transform domain; signal spectrum; stationary Wiener filtering; time-varying Wiener filtering technique; Magnetic domains; Magnetic field measurement; Magnetic separation; Magnetometers; Signal to noise ratio; Wiener filters; Short-Time Fourier Transform; Wiener filtering; magnetocardiography; signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrawideband and Ultrashort Impulse Signals (UWBUSIS), 2012 6th International Conference on
Conference_Location
Sevastopol
Print_ISBN
978-1-4673-1940-9
Type
conf
DOI
10.1109/UWBUSIS.2012.6379813
Filename
6379813
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