Title :
Innovations-based MLSE for Rayleigh fading channels
Author :
Yu, Xiaoyong ; Pasupathy, S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
Use of the innovations approach for developing MLSE (maximum likelihood sequence estimation) algorithms for signals transmitted over Rayleigh fading channels is considered. The derived receiver demodulates the signals recursively in a noncoherent fashion and is applicable to any linearly modulated signals and to both frequency-nonselective and frequency-selective Rayleigh fading channels. The algorithms can be implemented by a bank of FIR (finite impulse response) time-invariant filters followed by a VA (Viterbi algorithm) processor. A unified interpretation of MLSE of signals is obtained by using the innovations approach
Keywords :
FIR filters; Rayleigh channels; Viterbi detection; estimation theory; fading; maximum likelihood estimation; recursive filters; FIR; MLSE; Rayleigh fading channels; Viterbi algorithm; algorithms; finite impulse response; innovations approach; maximum likelihood sequence estimation; recursive demodulation; time-invariant filters; AWGN; Chirp modulation; Colored noise; Fading; Finite impulse response filter; Matched filters; Maximum likelihood estimation; Signal processing; Statistics; Technological innovation;
Conference_Titel :
Communications, Computers and Signal Processing, 1993., IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-0971-5
DOI :
10.1109/PACRIM.1993.407162