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
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;
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
DOI :
10.1109/ICSES.2008.4673448
