• 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