DocumentCode
1955760
Title
New Blind Multiuser Detection in DS-CDMA Based on Extension of Efficient Fast Independent Component Analysis (EF-ICA)
Author
Albataineh, Z. ; Salem, F.
Author_Institution
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
fYear
2013
fDate
29-31 Jan. 2013
Firstpage
543
Lastpage
548
Abstract
This Paper develops a novel blind Detection algorithm based on Extension of Efficient FAST Independent Component Analysis (EF-ICA). classifying the received data to many parts in order to use a fit non-quadratic function to separate a non-Gaussian source. Blind detection is to estimate multiple symbol sequences associated with all users in the downlink of the DS-CDMA communication system using only the received wireless data and without any knowledge of the user spreading codes. Bit error rate (BER) simulation evidence of the improved performance of this novel algorithm are shown for different number of users, signal to noise ratio (SNR) and different number of symbols per user. The performance is compared with several Blind Detectors based on Efficient FastICA and Fast ICA algorithms. The results show that the proposed algorithm performs well and outperforms the other Detectors in estimating the symbol signals from the mixed CDMA received signals.
Keywords
Gaussian processes; code division multiple access; codes; error statistics; estimation theory; independent component analysis; multiuser detection; radio receivers; sequences; spread spectrum communication; BER; DS-CDMA; EF-ICA; SNR; bit error rate simulation; blind detection algorithm; blind multiuser detection; direct sequence code division multiple access system; efficient fast independent component analysis; mixed CDMA signal receiver; multiple symbol sequence estimation; multiuser symbol estimation problem; nonGaussian source; nonquadratic function; signal to noise ratio; symbol signal estimation; user spreading code; wireless data receiver; Algorithm design and analysis; Bit error rate; Detectors; Independent component analysis; Multiaccess communication; Signal to noise ratio; Vectors; Bit error rate (BER); Direct Sequence Code Division Multiple Access (DS-CDMA) systems; Efficient FastICA (EF-DE); FAST ICA; Independent Component Analysis (ICA); signal to noise ratio (SNR);
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Modelling & Simulation (ISMS), 2013 4th International Conference on
Conference_Location
Bangkok
ISSN
2166-0662
Print_ISBN
978-1-4673-5653-4
Type
conf
DOI
10.1109/ISMS.2013.56
Filename
6498330
Link To Document