• DocumentCode
    1093127
  • Title

    A simple fixed-point error bound for the fast Fourier transform

  • Author

    Knight, William R. ; Kaiser, R.

  • Author_Institution
    University of New Brunswick, Frederiction, N.B., Canada.
  • Volume
    27
  • Issue
    6
  • fYear
    1979
  • fDate
    12/1/1979 12:00:00 AM
  • Firstpage
    615
  • Lastpage
    620
  • Abstract
    Error bounds for the computation of the fast Fourier transform in fixed-point arithmetic are derived for any arithmetic number base and for any prime factorization of the data array length. The intended application is for signal processing with minicomputers. Errors arising from inaccurate sine coefficients and from limited arithmetic precision are considered. The arithmetic error depends essentially on shifts of the data array that may be required to avoid overflow of the computer word. Our closest bound requires knowledge of where shifts occur and is best computed in parallel with the Fourier transform. For the case that such program modification is not feasible, we derive an error bound for a posteriori calculation and an a priori error estimate. Our bounds are for the maximum error because little is gained at the expense of considerably greater complexity for probabilistic error bounds.
  • Keywords
    Algorithm design and analysis; Application software; Computer errors; Digital arithmetic; Fast Fourier transforms; Fixed-point arithmetic; Fourier transforms; Frequency; Microcomputers; Signal processing algorithms;
  • fLanguage
    English
  • Journal_Title
    Acoustics, Speech and Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0096-3518
  • Type

    jour

  • DOI
    10.1109/TASSP.1979.1163314
  • Filename
    1163314