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A New Carrier frequency Offset Estimation Using CP-ICA Scheme in OFDM Systems  

Kim, Jong-Deuk (시립인천대학교 전자공학과 신호처리연구실)
Byun, Youn-Shik (시립인천대학교 전자공학과 신호처리연구실)
Abstract
The carrier frequency offset causes loss of orthogonality between sub-carriers, thus leads to inter-carrier interference (ICI) in the OFDM symbol. This ICI causes severe degradation of the BER performance of the OFDM receiver. In this paper, we propose a new ICI cancellation algorithm which estimates frequency offset at the time-domain by using CP-ICA method to the received sub-carriers phase rotation. This algorithm is based on a statistical blind estimation method, which mainly utilizes the EVD, rotating phase and the $4^{th}-cumulants$. Since our scheme does not need any training and pilot symbol in estimation, we can expect enhanced bandwidth efficiency in OFDM systems. Simulation results show that the proposed frequency offset estimator is more accurate than the other estimators in $0.0<\varepsilon<1.0$.
Keywords
OFDM; CP-ICA; Frequency Offset; EVD; Rotating Phasor;
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1 Y. Zhao and S. Haggman, 'Intercarrier interference self-cancellation scheme for OFDM mobile communication systems,' IEEE. Trans. on Comm., vol. 49, no. 7, pp. 1185-1191, Jul. 2001   DOI   ScienceOn
2 A. Hyvainen, J. Karhune and E. Oja, 'Independent component analysis,' Wiley Interscience, 2001
3 IEEE standard 802.11a, Supplement to IEEE standard for information technology telecom. and information exchange between systems local and metropolitan area networks- specific requirements. Part 11: wireless LAN MAC and PHY. Sep. 1999
4 H. Bolcskei, 'Blind estimation of symbol timing and carrier frequency offset in pulse shaping OFDM systems,' ICASSP'99, pp. 1800-1805, Mar. 1999
5 R.Y. Nee and R. Prasad, 'OFDM for Wireless Multimedia Communications,' Artech House, 2000
6 U. Tureli and H. Liu, 'Blind carrier synchronization and channel identification for OFDM communications,' ICASSP'98, pp. 3509-3512, May 1998
7 H. Minn and S. Xing, 'An Optimal Training Signal Structure for Frequency- Offset Estimation,' IEEE Trans. on Comm., vol. 53, no. 2, pp. 343-355, Feb. 2005   DOI   ScienceOn
8 C. Muschallik, 'Improving an OFDM reception using an adaptive Nyquist windowing,' IEEE Trans. on Consumer Electronics, vol. 42, no. 3, pp. 259-269, Aug. 1996   DOI   ScienceOn
9 P. Comon, P. Chevalier and V. Capdeville, 'Performance of contrast-based blind source separation,' SPAWC'97, pp. 345-348, April 1997
10 P. H. Moose, 'A Technique for OFDM Frequency Offset Correction,' IEEE Trans. on Comm., vol. 42, no. 10, pp. 2908-2914, Oct. 1994   DOI   ScienceOn
11 T. Pollet, M. van Bladel and M. Moeneclaey, 'BER sensitivity of OFDM systems to carrier frequency offset and Wiener phase noise,' IEEE Trans. on Comm., vol. 43, no. 2, pp. 887-895, Feb. 1995   DOI   ScienceOn
12 C. S. Wong and D. Obradovic, 'Independent Component Analysis for blind equalization of frequency selective channel,' IEEE XIII Workshop on Neural Networks for Signal Processing, pp. 419- 427, Sep. 2003
13 J. Beek, M. Sandell and P. O. Brojesson, 'ML estimation of time and frequency offset in OFDM systems,' IEEE Trans. on Signal Processing vol. 45, no. 7, pp. 1800-1805, Jul.1997   DOI   ScienceOn
14 L. J. Cimini Jr., 'Analysis and Simulation of a Digital Mobile Channel Using OFDM,' IEEE Trans. on Comm., vol. 33, pp. 665-675, Jul. 1985   DOI
15 J. F. Cardoso, 'Source separation using higher order moments,' ICASSP'89, pp. 2109-2112, May 1989