A Theoretical Framework for Soft-Information-Based Synchronization in Iterative (Turbo) Receivers

A Theoretical Framework for Soft-Information-Based Synchronization in Iterative (Turbo) Receivers

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This contribution laguna 3hp dust collector considers turbo synchronization, that is to say, the use of soft data information to estimate parameters like copyright phase, frequency, or timing offsets of a modulated signal within an iterative data demodulator.In turbo synchronization, the receiver exploits the soft decisions computed at each turbo decoding iteration to provide a reliable estimate of some signal parameters.The aim of our paper is to show that such "turbo-estimation" approach can be regarded as a special case of the expectation-maximization (EM) algorithm.This leads to a general theoretical framework for turbo synchronization that allows to derive parameter estimation procedures for copyright phase and frequency offset, as well as for timing offset and signal amplitude.The proposed mathematical framework is illustrated by simulation results reported for the particular case of copyright read more phase and frequency offsets estimation of a turbo-coded 16-QAM signal.