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Design of low complexity FIR filters using genetic algorithms and directed graphs

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationProc. IEE intl conf on genetic algorithms in engineering systems
Publisher or commissioning bodyInstitution of Electrical Engineers (IEE)
Publication dateSep 1997
Pages168 - 173
ISBN (Print)0852966938
DOIs
StatePublished

Publication series

Name
ISSN (Print)05379989

Conference

Conference2nd International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA)
CountryUnited Kingdom
CityGlasgow
Period1/09/97 → …

Abstract

This paper examines the use of Genetic Algorithms (GAs) to design low complexity, primitive operator, digital FIR filters. Most previous design methods have involved a two stage approach of either optimizing the performance for a given filter structure, or optimizing the architecture for a given filter. In this paper we present a joint optimization of both structure and performance which can yield improvements over both of these techniques. The proposed method uses a primitive operator directed graph implementation which allows a reduction in complexity compared to alternative techniques, using canonic signed digit (CSD), or signed power-of-two (SPT) representation. In order to simplify the problem, a heuristic graph design algorithm is used to calculate implementational complexity of candidate filters. The GA is then used to optimize sets of integer filter coefficients, in order to find a non dominated set of solutions which provide various trade-offs between complexity, filter order, and performance. Example one-dimensional linear phase filters are designed and compared to previous designs using alternative techniques

Additional information

Rose publication type: Conference contribution Sponsorship: This work was supported by EPSRC grant number GR/K25892 Other identifier: Conf. Publ. No. 446

Event

2nd International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA)

Duration1 Sep 1997 → …
CountryUnited Kingdom
CityGlasgow

Event: Conference

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