Title :
EM algorithm-based timing synchronization in turbo receivers
Author :
Herzet, C. ; Ramon, V. ; Vandendorpe, L. ; Moeneclaey, M.
Author_Institution :
Commun. & Remote Sensing Lab., Univ. Catholique de Louvain, Louvain-la-Neuve, Belgium
Abstract :
The paper addresses the issue of estimating the sampling instant in turbo receivers. The proposed synchronizer is based on the expectation-maximization (EM) algorithm and takes benefit from the soft information delivered by the turbo system. Performance of the proposed synchronizer is illustrated by simulation results. In particular, the mean and the variance of the estimator as well as the bit error rate reached by the synchronized system are reported.
Keywords :
decoding; demodulation; error statistics; iterative methods; modulation coding; optimisation; parameter estimation; receivers; synchronisation; timing; EM algorithm; bit error rate; bit-interleaved coded modulation; decoding; demodulation; expectation-maximization algorithm; iterative structure; sampling instant estimation; timing synchronization; turbo receivers; Bit error rate; Demodulation; Iterative decoding; Laboratories; Matched filters; Parameter estimation; Remote sensing; Timing; Transmitters; Turbo codes;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202717