• DocumentCode
    3544303
  • Title

    A novel low-complexity method for parallel multiplierless implementation of digital FIR filters

  • Author

    Wang, Yongtao ; Roy, Kaushik

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2005
  • fDate
    23-26 May 2005
  • Firstpage
    2020
  • Abstract
    We present a computation reduction method which can be used to obtain a low-complexity parallel multiplierless implementation of digital FIR filters, exploring the use of shift inclusive differential (SED) coefficients and common subexpression elimination (CSE). We introduce a new directed multigraph to represent the design space greatly expanded by the use of SED coefficients. A graph-theoretic algorithm is then employed to explore the greatly expanded design space efficiently. Further, we propose a novel CSE method applied to the design space represented by the graph, which recursively eliminates 2-bit subexpressions with a steepest descent approach for subexpression selection. Compared with a conventional multiplierless implementation, up to 75% reduction in terms of number of additions has been achieved. In comparison to a recently reported CSE method based on available data, our approach achieves an improvement of up to 19%.
  • Keywords
    FIR filters; computational complexity; directed graphs; parallel processing; common subexpression elimination; directed multigraph; graph-theoretic algorithm; high-performance digital signal processing; parallel multiplierless digital FIR filters; shift inclusive differential coefficients; steepest descent approach; Algorithm design and analysis; Concurrent computing; Digital filters; Digital signal processing; Digital signal processing chips; Energy efficiency; Finite impulse response filter; Signal processing algorithms; Wireless communication; Wiring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-8834-8
  • Type

    conf

  • DOI
    10.1109/ISCAS.2005.1465013
  • Filename
    1465013