DocumentCode
703069
Title
The use of evolutionary optimisation in channel equalisation
Author
Sweeney, F. ; Power, P. ; Cowan, C.F.N.
Author_Institution
Dept. of Electr. & Electron. Eng., Queen´s Univ. Belfast, Belfast, UK
fYear
1998
fDate
8-11 Sept. 1998
Firstpage
1
Lastpage
4
Abstract
This paper outlines the use of an Evolutionary Algorithm (EA) to perform the Equalisation of a non minimum phase channel. Conventional techniques utilising first and second order approximations of the error surface, have been demonstrated to be ineffective in achieving an optimal solution in continuous simulations, and have proved incapable of dealing with the more difficult non minumum phase problems. Using an EA, this paper will show how a consistent, near optimal, solution can be achieved.
Keywords
channel estimation; evolutionary computation; optimisation; EA; continuous simulations; error surface; evolutionary algorithm; evolutionary optimisation; first order approximations; nonminimum phase channel equalisation; second order approximations; Bit error rate; Convergence; Noise; Optimization; Sociology; Statistics; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location
Rhodes
Print_ISBN
978-960-7620-06-4
Type
conf
Filename
7089539
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