Title :
Blind Frequency Synchronization in OFDM via Diagonality Criterion
Author :
Roman, Timo ; Visuri, Samuli ; Koivunen, Visa
Author_Institution :
Dept. of Electr. Eng., Helsinki Univ.
Abstract :
In this paper, we address the problem of blind carrier frequency offset (CFO) estimation in orthogonal frequency-division multiplexing (OFDM) systems in the case of frequency-selective channels. CFO destroys the orthogonality between the carriers leading to nondiagonal signal covariance matrices in frequency domain. The proposed blind method enforces a diagonal structure by minimizing the power of nondiagonal elements. Hence, the orthogonality property inherent to OFDM transmission with cyclic prefix is restored. The method is blind since it does not require a priori knowledge of the transmitted data or the channel, and does not need any virtual subcarriers. A closed-form solution is derived, which leads to accurate and computationally efficient CFO estimation in multipath fading environments. Consistency of the estimator is proved and the convergence rate as a function of the sample size is analyzed as well. To assess the large sample performance, we derive the Cramer-Rao bound (CRB) for the blind CFO estimation problem. The CRB is derived assuming a general Gaussian model for the OFDM signal, which may be applied to both circular and noncircular modulations. Finally, simulation results on CFO estimation are reported using a realistic channel model
Keywords :
Gaussian processes; OFDM modulation; covariance matrices; frequency estimation; synchronisation; Cramer-Rao bound; Gaussian model; OFDM; blind carrier frequency offset estimation; blind frequency synchronization; circular modulations; diagonality criterion; frequency-selective channels; multipath fading environments; noncircular modulations; nondiagonal signal covariance matrices; orthogonal frequency-division multiplexing systems; Closed-form solution; Covariance matrix; Fading; Frequency division multiplexing; Frequency domain analysis; Frequency estimation; Frequency synchronization; OFDM; Power system restoration; Signal restoration; Blind methods; CramÉr-Rao bound; covariance matrix; frequency offset; orthogonal frequency-division multiplexing (OFDM);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.877636