DocumentCode :
1714734
Title :
Design of multiplier-less FRM FIR filter using Artificial Bee Colony Algorithm
Author :
Manuel, Manju ; Elias, Elizabeth
Author_Institution :
Dept. of Electron. & Commun., Nat. Inst. of Technol., Calicut, India
fYear :
2011
Firstpage :
322
Lastpage :
325
Abstract :
Ever since the pioneering work of Y.C. Lim[1] on frequency response masking for the design of sharp FIR filters, lot of significant research have been carried out in this area. Among the various Signed Power of Two(SPT) forms, the Canonic Signed Digit(CSD) is a minimal representation, since it represents a given multiplier coefficient using minimum number of nonzero terms. This paper proposes the design of a CSD based FRM filter with reduced computational complexity using the Artificial Bee Colony Algorithm. Optimization is done in the discrete space, where the coefficient encoding is done with the help of the look up table created. The reduction in computational complexity is achieved by the appropriate selection of the initial food sources in ABC algorithm. Besides, the ABC algorithm is tailor made so that, in every exploitation and exploration phase, the candidate solutions turn out to be integers.
Keywords :
FIR filters; circuit complexity; frequency response; multiplying circuits; optimisation; table lookup; ABC algorithm; CSD based FRM filter; SPT forms; artificial bee colony algorithm; canonic signed digit; coefficient encoding; computational complexity; discrete space; exploitation phase; exploration phase; frequency response masking; look up table; multiplier coefficient; multiplier-less FRM FIR filter design; nonzero terms; optimization; sharp FIR filters; signed power of two forms; Algorithm design and analysis; Approximation methods; Computational complexity; Finite impulse response filter; Frequency response; Genetic algorithms; Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuit Theory and Design (ECCTD), 2011 20th European Conference on
Conference_Location :
Linkoping
Print_ISBN :
978-1-4577-0617-2
Electronic_ISBN :
978-1-4577-0616-5
Type :
conf
DOI :
10.1109/ECCTD.2011.6043351
Filename :
6043351
Link To Document :
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