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Design of FIR filter ISOTA with the aid of genetic algorithm
Abstract:The field of digital signal processing has been receiving justified attention over the years because of a number of reasons including sophisticated algorithms, high computational speed and wider area of applications. In connection to this, design of finite impulse response (FIR) filter has drawn the attention of researchers throughout the globe. A number of promising developments has been carried out over the last few decades which emphasize on the design of hardware efficient filter structure. In this paper, a new technique of FIR filter design has been addressed by virtue of genetic algorithm. Filter coefficients have been searched over the discrete space in such a way that the architecture consists of shifts and only two adders. As a matter of fact, the proposed FIR filter involving shift and only two additions (ISOTA) results in minimal hardware cost during its implementation. This has been illustrated by means of a few example filters in this work. Some of the recently proposed FIR ISOTA filters have also been taken for the purpose of comparison. Finally, the proposed filter has been implemented on Altera Cyclone IV FPGA board.
Keywords:Finite impulse response (FIR) filter  Full adder  Genetic algorithm (GA)  ISOTA  Signed powers-of-two (SPT)
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