DocumentCode
3368480
Title
Iterative SVD algorithm as a BSS solution
Author
Dabrowski, Adrian ; Cetnarowicz, Damian
Author_Institution
Dept. of Control & Syst. Eng., Poznan Univ. of Technol., Poznan
fYear
2008
fDate
14-17 Sept. 2008
Firstpage
401
Lastpage
404
Abstract
An important feature of an iterative SVD algorithm is presented, which, under certain circumstances, makes real-time calculations of approximate independent components possible. Presented experiments show that for mixtures of signals with low SNR, the algorithm is an efficient ICA solution with low computational cost and acceptable quality.
Keywords
blind source separation; independent component analysis; singular value decomposition; blind source separation; independent component analysis; singular value decomposition; Computational efficiency; Control systems; Decorrelation; Independent component analysis; Iterative algorithms; Matrix decomposition; Principal component analysis; Singular value decomposition; Source separation; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals and Electronic Systems, 2008. ICSES '08. International Conference on
Conference_Location
Krakow
Print_ISBN
978-83-88309-47-2
Electronic_ISBN
978-83-88309-52-6
Type
conf
DOI
10.1109/ICSES.2008.4673448
Filename
4673448
Link To Document