TY - GEN
T1 - Independent component analysis based semi-blind equalization for multiuser-CoMP OFDM systems with low-complexity estimation of multiple CFOs
AU - Jiang, Yufei
AU - Zhu, Xu
AU - Lim, Enggee
AU - Zhu, Wenfei
AU - Dong, Linhao
AU - Huang, Yi
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - CFO
KW - OFDM
KW - coordinated multi-point (CoMP)
KW - independent component analysis (ICA)
UR - http://www.scopus.com/inward/record.url?scp=84864213207&partnerID=8YFLogxK
U2 - 10.1109/ICSAI.2012.6223305
DO - 10.1109/ICSAI.2012.6223305
M3 - Conference Proceeding
AN - SCOPUS:84864213207
SN - 9781467301992
T3 - 2012 International Conference on Systems and Informatics, ICSAI 2012
SP - 1431
EP - 1435
BT - 2012 International Conference on Systems and Informatics, ICSAI 2012
T2 - 2012 International Conference on Systems and Informatics, ICSAI 2012
Y2 - 19 May 2012 through 20 May 2012
ER -