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