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