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Novel Approach of Designing Multiplier-less Finite Impulse Response Filter using Differential Evolution Algorithm
Author(s) -
Abhijit Chandra,
Sudipta Chattopadhyay
Publication year - 2012
Publication title -
international journal of intelligent systems and applications
Language(s) - English
Resource type - Journals
eISSN - 2074-9058
pISSN - 2074-904X
DOI - 10.5815/ijisa.2012.04.08
Subject(s) - computer science , finite impulse response , multiplier (economics) , impulse (physics) , algorithm , filter (signal processing) , control theory (sociology) , artificial intelligence , physics , computer vision , macroeconomics , control (management) , quantum mechanics , economics
Reduction of computational complexity of digital hardware has drawn the special attention of researchers in recent past. Proper emphasis is needed in this regard towards the settlement of computationally efficient as well as functionally competent design of digital systems. In this communication, we have made one novel attempt for designing multiplier-free Finite duration Impulse Response (FIR) digital filter using one robust evolutionary optimization technique, called Differential Evolution (DE). The search has been directed through two sequentially opposite paths which include quantization and optimization as fundamental operations. Besides performing a detailed comparative analysis between these two proposed approaches; the performance evaluation of the designed filter with other existing discrete coefficient FIR models has also been carried out. Finally, the optimum search method for realizing the required set of specifications has been suggested.

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