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