Journal
CIRCUITS SYSTEMS AND SIGNAL PROCESSING
Volume 26, Issue 1, Pages 69-89Publisher
SPRINGER BIRKHAUSER
DOI: 10.1007/s00034-005-1015-9
Keywords
digital filters; genetic algorithms; multidimensional digital filters; singular value decomposition
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In this paper a design approach for two-dimensional finite impulse and infinite impulse response digital filters with canonic signed digit (CSD) coefficients based on singular value decomposition and genetic algorithms (GAS) is presented. The proposed technique uses a new chromosome coding scheme to alleviate the problem encountered by many GAS during crossover and mutation which destroys the CSD property. Examples are given to demonstrate the usefulness of the proposed technique. A comparative study carried out with some of the existing techniques indicates the high throughput property of the proposed technique.
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