Title :
Viterbi algorithm with embedded channel estimation based on fuzzy inference
Author :
Favalli, Lorenzo ; Mecocci, Alessandro ; Savazzi, Pietro
Author_Institution :
Dipart. di Elettron., Univ. di Pavia, Pavia, Italy
Abstract :
This paper describes a novel approach to the problem of fading channels estimation. Specifically, the proposed system makes use of fuzzy logic in the computation of the metrics for an MLSE equaliser for GMSK signals in GSM typical environments. The comparison with the traditional Viterbi algorithm is performed using the channel models specified by ETSI and shows that the proposed system performs better under all channel conditions: for the same SNR the improvement is about a half decade in BER or, conversely, the same BER can be obtained with a SNR 4dBs lower than using the adaptive Viterbi algorithm alone.
Keywords :
equalisers; error statistics; fading channels; fuzzy reasoning; fuzzy set theory; maximum likelihood estimation; telecommunication computing; GMSK signals; MLSE equaliser; adaptive Viterbi algorithm; embedded channel estimation; fading channels estimation; fuzzy inference; fuzzy logic; Bit error rate; Fuzzy logic; Maximum likelihood estimation; Measurement; Receivers; Viterbi algorithm;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4