DocumentCode :
2392442
Title :
Independent component analysis based semi-blind equalization for multiuser-CoMP OFDM systems with low-complexity estimation of multiple CFOs
Author :
Jiang, Yufei ; Zhu, Xu ; Lim, Enggee ; Zhu, Wenfei ; Dong, Linhao ; Huang, Yi
Author_Institution :
Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool, UK
fYear :
2012
fDate :
19-20 May 2012
Firstpage :
1431
Lastpage :
1435
Abstract :
We propose a low-complexity carrier frequency offset (CFO) estimation method and an independent component analysis (ICA) based semi-blind equalization structure for multiuser and coordinated multi-point (CoMP) OFDM systems. A group of orthogonal sequences is employed to enable separation and simultaneous estimation of multiple CFOs, dividing the multi-dimensional search into series of low-complexity mono-dimensional searches. The ICA is used for equalization, with a small number of pilot symbols employed for ambiguity elimination in the ICA equalized signals. The proposed semi-blind equalization structure slightly outperforms the previous precoding aided scheme, with a lower complexity. It also provides a almost same BER performance to the case of zero forcing (ZF) and minimum mean square error (MMSE) based equalization with perfect CSI and no CFO at the receiver.
Keywords :
OFDM modulation; equalisers; error statistics; independent component analysis; least mean squares methods; multi-access systems; radio receivers; BER performance; CFO estimation; ICA; MMSE; ZF; ambiguity elimination; carrier frequency offset; coordinated multipoint OFDM systems; equalized signals; independent component analysis; low-complexity estimation; minimum mean square error; multiuser-CoMP OFDM systems; orthogonal sequences; receiver; semiblind equalization; zero forcing; Base stations; Bit error rate; Complexity theory; Correlation; Estimation; OFDM; Receivers; CFO; OFDM; coordinated multi-point (CoMP); independent component analysis (ICA);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4673-0198-5
Type :
conf
DOI :
10.1109/ICSAI.2012.6223305
Filename :
6223305
Link To Document :
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