DocumentCode :
1277375
Title :
Blind source separation for OFDM with filtering colored noise and jamming signal
Author :
Sriyananda, M.G.S. ; Joutsensalo, XJyrki ; Hämäläinen, Timo
Author_Institution :
Dept. of Math. Inf. Technol., Univ. of Jyvaskyla, Jyvaskyla, Finland
Volume :
14
Issue :
4
fYear :
2012
Firstpage :
410
Lastpage :
417
Abstract :
One of the premier mechanisms used in extracting unobserved signals from observed mixtures in signal processing is employing a blind source separation (BSS) algorithm. Orthogonal frequency division multiplexing (OFDM) techniques are playing a prominent role in the sphere of multicarrier communication. A set of remedial solutions taken to mitigate deteriorative effects caused within the air interface of OFDM transmission with aid of BSS schemes is presented. Four energy functions are used in deriving the filter coefficients. Energy criterion functions to be optimized and the performance is justified. These functions together with iterative fixed point rule for receive signal are used in determining the filter coefficients. Time correlation properties of the channel are taken advantage for BSS. It is tried to remove colored noise and jamming components from the mixture at the receiver. The method is tested in a slow fading channel with a receiver containing equal gain combining to treat the channel state information values. The importance is that, these are quite low computational complexity mechanisms.
Keywords :
OFDM modulation; blind source separation; computational complexity; fading channels; filtering theory; jamming; signal denoising; BSS algorithm; OFDM techniques; blind source separation algorithm; channel state information; channel time correlation property; colored noise filtering; energy criterion functions; energy functions; filter coefficients; jamming signal components; low computational complexity mechanisms; multicarrier communication; orthogonal frequency division multiplexing techniques; receive signal; receiver; signal processing; slow fading channel; Correlation; Fading; Jamming; OFDM; Receivers; Source separation; Standards; Blind source separation (BSS); orthogonal frequency division multiplexing (OFDM); slow fading;
fLanguage :
English
Journal_Title :
Communications and Networks, Journal of
Publisher :
ieee
ISSN :
1229-2370
Type :
jour
DOI :
10.1109/JCN.2012.6292247
Filename :
6292247
Link To Document :
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