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
Link To Document :
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