Title :
Innovations-based MLSE for Rayleigh fading channels
Author :
Xiaoyong Yu ; Pasupathy, S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
This paper deals with the use of the innovations approach for developing a general and practical MLSE algorithms for signals transmitted over Rayleigh fading channels. The proposed MLSE receiver can be implemented by a bank of FIR time-invariant filters followed by a Viterbi processor and is applicable to any practically modulated signal over either frequency-nonselective or selective, fast or slowly fading channels. Simulation results are presented that demonstrate the superiority of the innovations-based receiver over differential detection in the presence of fast fading. To further improve the error performance, the derived MLSE receiver is combined with diversity reception. The simulation also shows that the diversity technique results in a significant improvement of the error performance. A unified interpretation of MLSE of signals transmitted over both Gaussian noise channels in the presence of ISI and Rayleigh fading channels is obtained by using the innovations approach.<>
Keywords :
FIR filters; Gaussian channels; Rayleigh channels; demodulation; diversity reception; estimation theory; fading; filtering theory; intersymbol interference; maximum likelihood estimation; radio receivers; FIR time-invariant filters; Gaussian noise channels; ISI; MLSE algorithms; MLSE receiver; Rayleigh fading channels; Viterbi processor; differential detection; diversity reception; error performance; fast fading channels; frequency nonselective fading channels; frequency selective fading channels; innovations approach; modulated signal; signal transmission; simulation results; slowly fading channels; Channel bank filters; Diversity reception; Fading; Finite impulse response filter; Frequency; Gaussian noise; Maximum likelihood estimation; Signal processing; Technological innovation; Viterbi algorithm;
Journal_Title :
Communications, IEEE Transactions on