A residual frequency offset compensation scheme for OFDM system via SAGE algorithm

In this paper, we propose an iterative detection scheme in the presence of residual frequency offset (RFO) for orthogonal frequency-division multiplexing (OFDM) system using the space-alternating generalized expectation-maximization (SAGE) algorithm. In the proposed algorithm, the expectation step intends to remove the inter-carrier interferences (ICI) due to RFO in the received signals. Then, the maximization step is utilized to estimate the required parameters (i.e. RFO, data symbols and channel state information) using the ICI canceled signals. Simulation results present that the proposed algorithm shows almost ideal performance as long as the normalized RFO value is within 0.2.

[1]  Xianbin Wang,et al.  SER performance evaluation and optimization of OFDM system with residual frequency and timing offsets from imperfect synchronization , 2003, IEEE Trans. Broadcast..

[2]  Sayfe Kiaei,et al.  Globally optimum ML estimation of timing and frequency offset in OFDM systems , 2000, 2000 IEEE International Conference on Communications. ICC 2000. Global Convergence Through Communications. Conference Record.

[3]  Alfred O. Hero,et al.  Space-alternating generalized expectation-maximization algorithm , 1994, IEEE Trans. Signal Process..

[4]  Per Ola Börjesson,et al.  ML estimation of time and frequency offset in OFDM systems , 1997, IEEE Trans. Signal Process..

[5]  O. Edfors,et al.  Time and frequency synchronization for OFDM using PN-sequence preambles , 1999, Gateway to 21st Century Communications Village. VTC 1999-Fall. IEEE VTS 50th Vehicular Technology Conference (Cat. No.99CH36324).

[6]  Costas N. Georghiades,et al.  Sequence estimation in the presence of random parameters via the EM algorithm , 1997, IEEE Trans. Commun..

[7]  Samir Attallah Blind estimation of residual carrier offset in OFDM systems , 2004, SPAWC 2004.

[8]  Alan J. Coulson,et al.  Maximum likelihood synchronization for OFDM using a pilot symbol: algorithms , 2001, IEEE J. Sel. Areas Commun..

[9]  Hui Liu,et al.  A high efficiency carrier estimator for OFDM communications , 1998, Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136).

[10]  Heinrich Meyr,et al.  Optimum receiver design for wireless broad-band systems using OFDM. I , 1999, IEEE Trans. Commun..

[11]  William C. Y. Lee,et al.  Mobile Communications Engineering , 1982 .

[12]  F. Daffara,et al.  A new frequency detector for orthogonal multicarrier transmission techniques , 1995, 1995 IEEE 45th Vehicular Technology Conference. Countdown to the Wireless Twenty-First Century.

[13]  Donald C. Cox,et al.  Robust frequency and timing synchronization for OFDM , 1997, IEEE Trans. Commun..