DocumentCode :
2592995
Title :
ICA based multiuser detection of DS-CDMA using differential entropy estimation in Rayleigh fading channel
Author :
Thavasi Raja, G. ; Reddy, Omkar
Author_Institution :
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technol., Tiruchirappalli, India
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
1
Lastpage :
4
Abstract :
This paper proposes RADICAL independent component analysis (ICA) algorithm for detection of DS-CDMA signals and also effect of fading on ICA based detection of DS-CDMA has been studied. ICA based technique is based on independence of source signals and these conditions are satisfied in multi-user CDMA environment. Combining an ICA element to conventional signal detection reduces multiple access interference (MAI) and enables a robust, computationally efficient structure. The proposed algorithm takes advantage of differential entropy estimation, spacing estimation and converges quickly. Rayleigh fading channel has been considered for simulations. Bit error rate simulations of this algorithm has been given for different number of users, SNR and compared with JADE algorithm. The results show that RADICAL algorithm performs best at separating the source signals from the mixed CDMA signals.
Keywords :
Rayleigh channels; code division multiple access; error statistics; independent component analysis; interference suppression; multiuser detection; radiofrequency interference; DS-CDMA signals; ICA-based multiuser detection; JADE algorithm; RADICAL algorithm; Rayleigh fading channel; bit error rate simulations; differential entropy estimation; direct sequence code division multiple access; independent component analysis algorithm; multiple access interference reduction; signal detection; spacing estimation; Computational modeling; Entropy; Fading; Independent component analysis; Multiaccess communication; Multiple access interference; Multiuser detection; Rayleigh channels; Robustness; Signal detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Networks, 2008. ICON 2008. 16th IEEE International Conference on
Conference_Location :
New Delhi
ISSN :
1556-6463
Print_ISBN :
978-1-4244-3805-1
Type :
conf
DOI :
10.1109/ICON.2008.4772650
Filename :
4772650
Link To Document :
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