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Design of two-dimensional recursive filters using genetic algorithms

Authors :
Nikos E. Mastorakis
Mallappa Kumara Swamy
Ioannis F. Gonos
Source :
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications. 50:634-639
Publication Year :
2003
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2003.

Abstract

In this paper, we examine a new design method for two-dimensional (2-D) recursive digital filters using genetic algorithms (GAs). The design of the 2-D filter is reduced to a constrained minimization problem the solution of which is achieved by the convergence of an appropriate GA. Theoretical results are illustrated by a numerical example. Also, comparison with the results of some previous design methods is attempted.

Details

ISSN :
10577122
Volume :
50
Database :
OpenAIRE
Journal :
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications
Accession number :
edsair.doi...........a3810d92d8f9f2f0728e7cbb546ad1bd
Full Text :
https://doi.org/10.1109/tcsi.2003.811019