Title :
Low-Complexity Semiblind Multi-CFO Estimation and ICA-Based Equalization for CoMP OFDM Systems
Author :
Yufei Jiang ; Xu Zhu ; Lim, Enggee ; Yi Huang ; Hai Lin
Author_Institution :
Univ. of Liverpool, Liverpool, UK
Abstract :
We propose a low-complexity semiblind structure with multiple-carrier-frequency-offset (CFO) estimation and independent component analysis (ICA)-based equalization for multiuser coordinated multipoint (CoMP) orthogonal frequency-division-multiplexing (OFDM) systems. A short pilot is carefully designed for each user and has a twofold advantage. On the one hand, using the pilot structure, a complex multidimensional search for multiple CFOs is divided into a number of low-complexity monodimensional searches. On the other hand, the cross correlations between the transmitted and the received pilots are explored to allow simultaneous elimination of permutation ambiguity and quadrant ambiguity in the ICA equalized signals. Simulation results show that with a low training overhead of 1.6%, the proposed semiblind system not only outperforms the existing multi-CFO estimation schemes in terms of bit error rate (BER) and mean square error (MSE) of multi-CFO estimation but achieves a BER performance close to the ideal case with perfect channel state information (CSI) and no CFO at the receiver as well.
Keywords :
OFDM modulation; computational complexity; equalisers; error statistics; frequency estimation; independent component analysis; mean square error methods; BER; CoMP OFDM systems; ICA equalized signals; ICA-based equalization; MSE; bit error rate; complex multidimensional search; independent component analysis; low-complexity monodimensional searches; low-complexity semiblind estimation; low-complexity semiblind structure; mean square error; multiCFO estimation; multiple-carrier-frequency-offset estimation; multiuser coordinated multipoint systems; orthogonal frequency-division-multiplexing systems; perfect channel state information; permutation ambiguity; quadrant ambiguity; Bit error rate; Complexity theory; Correlation; Estimation; Frequency estimation; OFDM; Vectors; Carrier frequency offset (CFO); Communication systems; carrier frequency offset; communication systems; coordinated multi-point; coordinated multipoint (CoMP); independent component analysis; independent component analysis (ICA); signal detection;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2013.2285320