DocumentCode :
591435
Title :
Differential evolution based design of multiplier-less FIR filter using canonical signed digit representation
Author :
Chandra, Aniruddha ; Chattopadhyay, Subrata
Author_Institution :
Dept. of Electron. & Telecommun. Eng., Bengal Eng. & Sci. Univ., Howrah, India
fYear :
2012
fDate :
28-29 Dec. 2012
Firstpage :
425
Lastpage :
428
Abstract :
Design of hardware efficient Finite duration Impulse Response (FIR) filter has drawn considerable attention amongst the researchers of late because of a number of striking features. Useful application of various intelligent optimization techniques has added special flavour to it. In this communication, we have incorporated a canonical signed digit (CSD) representation for the coefficients of multiplier-less low-pass FIR filter which have been optimized by means of a robust evolutionary computation mechanism, namely Differential Evolution (DE). As a matter of fact, each of the tap coefficients has been formulated as sums and/ or differences of powers of two. Design examples have proved the hardware efficiency of this CSD-based architecture as compared to conventional binary representation. Robustness of our approach has been substantiated by comparing its performance with a variety of state-of-the-art multiplier-less FIR filters from literature.
Keywords :
FIR filters; circuit optimisation; evolutionary computation; low-pass filters; multiplying circuits; CSD representation; CSD-based architecture; DE; binary representation; canonical signed digit representation; differential evolution based design; hardware efficiency; hardware efficient finite duration impulse response filter; intelligent optimization technique; multiplier-less FIR filter; multiplier-less low-pass FIR filter; robust evolutionary computation mechanism; tap coefficient; Decision support systems; Intelligent systems; Canonical Signed Digit (CSD); Differential Evolution (DE); Field Programmable Gate Array (FPGA) chip; Finite Impulse Response (FIR) filter; multiplier-less filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Devices and Intelligent Systems (CODIS), 2012 International Conference on
Conference_Location :
Kolkata
Print_ISBN :
978-1-4673-4699-3
Type :
conf
DOI :
10.1109/CODIS.2012.6422229
Filename :
6422229
Link To Document :
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