DocumentCode :
2358904
Title :
Blind source separation for OFDM with filtering colored noise out
Author :
Sriyananda, M.G.S. ; Joutsensalo, J. ; Hämäläinen, T.
Author_Institution :
Dept. of Math. Inf. Technol., Univ. of Jyvaskyla, Jyväskylä, Finland
fYear :
2011
fDate :
19-21 Oct. 2011
Firstpage :
118
Lastpage :
122
Abstract :
Two blind algorithms that are developed with the intention of improving the symbol detection of Orthogonal Frequency Division Multiplexing (OFDM) techniques are proposed in this paper. OFDM systems are easy to equalize in implementations. The schemes are based on the theories of blind source separation (BSS). They are among the premier mechanisms used for extracting unobserved signals from observed mixtures in signal processing. In this study noise component of the received signal mixture is tried to be filtered out. A scalar energy function with the iterative fixed point rule for receive signal is used in determining the filter coefficients while taking the time correlation properties of the channel to advantage for BSS. The methods are tested in a single input single output slow fading channel with a receiver containing Equal Gain Combining (EGC) for treating the channel state information (CSI) values. These solutions can be introduced as low computational complexity approaches.
Keywords :
OFDM modulation; blind source separation; filtering theory; OFDM; blind source separation; channel state information; computational complexity; equal gain combining; filtering colored noise out; orthogonal frequency division multiplexing; scalar energy function; signal processing; symbol detection; Blind source separation; Correlation; Fading; Noise; OFDM; Receivers; Blind Source Separation; OFDM; Slow Fading;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Technologies Workshop (Swe-CTW), 2011 IEEE Swedish
Conference_Location :
Stockholm
Print_ISBN :
978-1-4577-1877-9
Electronic_ISBN :
978-1-4577-1876-2
Type :
conf
DOI :
10.1109/Swe-CTW.2011.6082478
Filename :
6082478
Link To Document :
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