• DocumentCode
    412963
  • Title

    Design of variable fractional delay FIR filters using genetic algorithm

  • Author

    Khamei, Khadijeh ; Nabavi, Abdolreza ; Hessabi, Shaahin

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Tarbiat Modares Univ., Tehran, Iran
  • Volume
    1
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    48
  • Abstract
    This paper presents a new method for design of variable fractional delay (VFD) FIR digital filters using a genetic algorithm. In this method, each sub-filter of Farrow structure is designed separately with defined accuracy and bandwidth. Also, a variable mutation probability is employed, which improves the accuracy of the solution. Compared with existing methods, it reduces the computational complexity and enhances the design flexibility. Sum-of-power-of-two (SOPOT) representation is applied to the filter coefficients. Therefore, SOPOT coefficients of Farrow structure are determined using a simple genetic algorithm without recourse to computational techniques. Using the SOPOT representation, the filter multipliers can be built with simple shift registers and adders. This results in a high-speed and low-power filter implementation.
  • Keywords
    FIR filters; adders; digital filters; genetic algorithms; integrated circuit design; low-power electronics; probability; shift registers; Farrow structure sub-filter; SOPOT coefficients; adders; computational complexity; design flexibility; filter coefficients; filter multipliers; genetic algorithm; high-speed low-power filter implementation; shift registers; sub-filter accuracy; sub-filter bandwidth; sum-of-power-of-two representation; variable fractional delay FIR digital filter design; variable mutation probability; Algorithm design and analysis; Bandwidth; Computational complexity; Delay; Design methodology; Digital filters; Finite impulse response filter; Genetic algorithms; Genetic mutations; Shift registers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
  • Print_ISBN
    0-7803-8163-7
  • Type

    conf

  • DOI
    10.1109/ICECS.2003.1301973
  • Filename
    1301973