Title :
A new algorithm for joint time and phase synchronization in OFDM systems
Author :
Panayirci, Erdal
Author_Institution :
Dept. of Electron. Eng., ISIK Univ., Istanbul, Turkey
Abstract :
A computationally efficient algorithm is presented for joint maximum likelihood (ML) timing and carrier phase synchronization of OFDM systems employing M-PSK modulation scheme with additive Gaussian noise, based on the expectation-maximization (EM) method. A nondata-aided (NDA) scheme is considered for the joint timing and phase synchronizer which maximizes the low SNR limit of the likelihood function averaged over the M-PSK signal constellation. For this, an EM algorithm is derived which estimates the timing offset and the phase rotations of each subcarrier iteratively and which converges to the true ML estimation of the unknown timing and phase. It is shown that the algorithm becomes independent of the signal-to-noise ratio for both low and high SNR cases. The algorithm is applied to the QPSK modulated OFDM systems and it is concluded that for SNR values greater than 10 dB the convergence is achieved in the first iteration and for SNR values less than 10 dB, at most in three iterations. It is also concluded that the convergence is independent of the initial starting points
Keywords :
Gaussian noise; OFDM modulation; convergence of numerical methods; fading channels; land mobile radio; maximum likelihood estimation; multipath channels; optimisation; phase estimation; phase shift keying; synchronisation; timing; EM algorithm; M-PSK modulation; M-PSK signal constellation; ML estimation; OFDM systems; QPSK; SNR limit; additive Gaussian noise; carrier phase estimation; carrier phase synchronization; computationally efficient algorithm; convergence; expectation-maximization method; fading channel; joint time/phase synchronization; likelihood function; maximum likelihood timing synchronisation; mobile channel; multipath; nondata-aided scheme; phase rotations; signal-to-noise ratio; timing offset; Additive noise; Convergence; Gaussian noise; Iterative algorithms; Maximum likelihood estimation; OFDM modulation; Phase estimation; Phase modulation; Signal to noise ratio; Timing;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2000. PIMRC 2000. The 11th IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
0-7803-6463-5
DOI :
10.1109/PIMRC.2000.881536