DocumentCode :
427794
Title :
A denoising source separation based approach to interference cancellation for DS-CDMA array systems
Author :
Raju, Karthikesh ; Särelä, Jaakko
Author_Institution :
Neural Networks Res. Centre, Helsinki Univ. of Technol., Espoo, Finland
Volume :
1
fYear :
2004
fDate :
7-10 Nov. 2004
Firstpage :
1110
Abstract :
Spreading codes provide a layer of interference suppression in a DS-CDMA system. This is not sufficient and can be augmented by schemes relying on second-order statistics and effective beamforming methods. These methods either require good channel state information or a separation in the look direction. This additionally requires the use of channel estimation or direction-of-arrival (DOA) estimation. This paper proposes icDSS - an interference cancellation method based on denoising source separation (DSS) (J. Sarela et al., 2004). Here, a source separation algorithm is built around a denoising procedure consisting of despreading the signals followed by thresholding. DSS can be used to suppress the interference as well as to denoise the system. Since icDSS does not use any information about the channel, this method is blind. The only information icDSS knows is the spreading code of the user of interest. Computer simulations demonstrate the performance and applicability of this algorithm.
Keywords :
array signal processing; blind source separation; channel estimation; code division multiple access; direction-of-arrival estimation; interference suppression; signal denoising; spread spectrum communication; DOA estimation; DS-CDMA array system; beamforming method; channel estimation; channel state information; denoising source separation; direction-of-arrival; icDSS; interference cancellation; interference suppression; second-order statistics; spreading code; Array signal processing; Channel estimation; Channel state information; Decision support systems; Interference cancellation; Interference suppression; Multiaccess communication; Noise reduction; Source separation; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
Type :
conf
DOI :
10.1109/ACSSC.2004.1399313
Filename :
1399313
Link To Document :
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