Title :
A BEM-based detector for CPM signals transmitted over frequency-flat fading channels
Author :
Chiavaccini, Eugenio ; Vitetta, Giorgio M.
Author_Institution :
Dept. of Inf. Eng., Univ. of Modena & Reggio Emilia, Italy
fDate :
5/1/2003 12:00:00 AM
Abstract :
In this paper, the expectation-maximization (EM) algorithm for maximum a posteriori (MAP) estimation of a random vector is applied to the problem of symbol detection for continuous phase modulation signals transmitted over time-selective Rayleigh-fading channels. This results in a soft-in-soft-out detection algorithm suitable for iterative detection/decoding schemes. Simulation results show that the error performance provided by the proposed solution is very close to that of a MAP detector endowed with an ideal knowledge of the channel state both in uncoded and coded transmissions.
Keywords :
Bayes methods; Rayleigh channels; continuous phase modulation; iterative decoding; maximum likelihood detection; maximum likelihood estimation; optimisation; BEM-based detector; Bayesian EM technique; CPM signals transmission; EM algorithm; MAP detector; channel state knowledge; coded transmission; continuous phase modulation signals; error performance; expectation-maximization algorithm; frequency-flat fading channels; iterative detection/decoding; simulation results; soft-in-soft-out detection algorithm; symbol detection; time-selective Rayleigh-fading channels; uncoded transmission; Continuous phase modulation; Detection algorithms; Detectors; Fading; Frequency; Iterative algorithms; Phase detection; Phase estimation; Rayleigh channels; Signal detection;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2003.811173