• DocumentCode
    1131139
  • Title

    Frequency-banded deconvolution by out-of-band penalty function

  • Author

    Lindenfeld, Michael J.

  • Author_Institution
    Sci. Applications Int. Corp., San Diego, CA, USA
  • Volume
    42
  • Issue
    8
  • fYear
    1994
  • fDate
    8/1/1994 12:00:00 AM
  • Firstpage
    2183
  • Lastpage
    2185
  • Abstract
    Determination of the impulse response function for a complex linear system may require an output waveform to be deconvolved by a band-limited excitation time series. The standard least squares solution with a Tikhonov penalty term for the frequency weighted residual predicts a causal impulse response function with possibly significant out-of-band spectral energy. Use of a new penalty function depending on only out-of-band impulse response function spectral energy leads to solutions with comparable in-band accuracy and less out-of-band energy
  • Keywords
    identification; least squares approximations; linear systems; spectral analysis; transient response; band-limited excitation time series; complex linear system; frequency-banded deconvolution; impulse response function; in-band accuracy; out-of-band impulse response function spectral energy; out-of-band penalty function; out-of-band spectral energy; output waveform; Convolution; Deconvolution; Equations; Fourier transforms; Frequency; Least squares methods; Linear systems; Low pass filters; Signal processing algorithms; Speech processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.301892
  • Filename
    301892