DocumentCode :
2566228
Title :
ICA-based blind symbol detection for compound system MIMO-OFDM in CDMA context
Author :
Hamza, A. ; Meftah, E.H. ; Chitroub, S. ; Touhami, R.
Author_Institution :
Signal & Image Process. Lab., USTHB, Algiers, Algeria
fYear :
2010
fDate :
4-7 April 2010
Firstpage :
345
Lastpage :
349
Abstract :
Independent Component Analysis (ICA) based method for detection in the compound system MIMO-OFDM and in the context of CDMA is proposed. ICA algorithm is used as a post processor attached to a subspace based CDMA receiver. The proposed architecture of receiver reduces the bias caused by the channel noise and further decreases the noise by dimensionality reduction. A downlink CDMA based MIMO-OFDM channel is investigated given that only the code of the wanted mobile user is known. So, the blind symbol separation is then performed with the proposed receiver. We compare the proposed receiver and the ICA ability to the conventional matched filter, the well-known linear MMSE receiver, the ZF detector. The obtained simulation results for the Additive White Gaussian Noise (AWGN) channel demonstrate that the proposed scheme achieves significant Bit Error Rate (BER) performance and is suitable for CDMA based MIMO-OFDM system.
Keywords :
AWGN channels; MIMO communication; OFDM modulation; code division multiple access; error statistics; principal component analysis; AWGN channel; BER performance; CDMA receiver; ICA-based blind symbol detection; MIMO-OFDM; additive white Gaussian noise; bit error rate performance; independent component analysis; AWGN; Additive white noise; Bit error rate; Detectors; Downlink; Gaussian noise; Independent component analysis; Matched filters; Multiaccess communication; Noise reduction; CDMA; ICA; MIMO; OFDM; Wireless communications;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telecommunications (ICT), 2010 IEEE 17th International Conference on
Conference_Location :
Doha
Print_ISBN :
978-1-4244-5246-0
Electronic_ISBN :
978-1-4244-5247-7
Type :
conf
DOI :
10.1109/ICTEL.2010.5478756
Filename :
5478756
Link To Document :
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