DocumentCode :
979962
Title :
Adaptive equalization of CPM signals transmitted over fast Rayleigh flat-fading channels
Author :
Boudreau, Daniel ; Lodge, John H.
Author_Institution :
Communication Res. Centre, Ottawa, Ont., Canada
Volume :
44
Issue :
3
fYear :
1995
fDate :
8/1/1995 12:00:00 AM
Firstpage :
404
Lastpage :
413
Abstract :
A new algorithm for adapting the coefficients of an equalizer for continuous phase modulated data signals in a flat-fading environment is presented. The cost function to optimize is based on the maximum likelihood sequence estimation index for such signals and channel conditions. It is shown that this equalizer algorithm, called the maximum likelihood equalizer, involves the iterative computation of one of the eigenvectors of a matrix. An implementation is proposed, which combines iterative estimation procedures for QR decomposition, matrix eigenvalue tracking and channel prediction error. Simulation results are presented that demonstrate the ability of the algorithm to equalize the channel filtering effects in a fast fading environment, without requiring phase coherent carrier recovery
Keywords :
Rayleigh channels; adaptive equalisers; continuous phase modulation; eigenvalues and eigenfunctions; estimation theory; fading; iterative methods; land mobile radio; matrix decomposition; maximum likelihood estimation; minimisation; sequences; time-varying channels; tracking; CPM signals; QR decomposition; adaptive equalization; channel filtering effects; channel prediction error; continuous phase modulated data signals; cost function; eigenvectors; estimation procedures; fast Rayleigh flat-fading channels; iterative computation; matrix eigenvalue tracking; maximum likelihood equalizer; maximum likelihood sequence estimation index; Adaptive equalizers; Computational modeling; Cost function; Eigenvalues and eigenfunctions; Fading; Filtering algorithms; Iterative algorithms; Matrix decomposition; Maximum likelihood estimation; Phase modulation;
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/25.406606
Filename :
406606
Link To Document :
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