• DocumentCode
    2079156
  • Title

    Coefficient dither in fixed-point fir digital filters

  • Author

    Dey, Sourav R. ; Oppenheim, Alan V.

  • Author_Institution
    Digital Signal Process. Group, Massachusetts Inst. of Technol., Cambridge, MA
  • fYear
    2008
  • fDate
    26-29 Oct. 2008
  • Firstpage
    556
  • Lastpage
    560
  • Abstract
    This paper presents dynamic coefficient dither as a method to mitigate coefficient quantization error in FIR filters. The uncorrelated, shapeable noise from dithered coefficients may be preferable, in certain contexts, to the frequency response distortion due to static fixed-point implementation. A theoretical framework for the analysis of coefficient dither is developed. Performance, fundamental tradeoffs, and optimization of dithered filter implementations are discussed. Oversampling is shown to improve the SNR. The theoretical results are validated with numerical experiments.
  • Keywords
    FIR filters; fixed point arithmetic; frequency response; quantisation (signal); signal sampling; SNR; coefficient quantization error mitigation; dithered filter; dynamic coefficient dither; fixed-point FIR digital filters; frequency response distortion; oversampling; uncorrelated shapeable noise; Delay; Digital filters; Digital signal processing; Finite impulse response filter; Frequency response; Noise shaping; Quantization; Random processes; Signal to noise ratio; Very large scale integration; coefficient quantization; dither; fixed-point filters; noise-shaping; vector binary processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2008 42nd Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-2940-0
  • Electronic_ISBN
    1058-6393
  • Type

    conf

  • DOI
    10.1109/ACSSC.2008.5074467
  • Filename
    5074467