DocumentCode :
1100567
Title :
An explicit solution and data extension in the maximum entropy method
Author :
Wu, Nai-Long
Author_Institution :
University of Sydney, Sydney, Australia
Volume :
31
Issue :
2
fYear :
1983
fDate :
4/1/1983 12:00:00 AM
Firstpage :
486
Lastpage :
491
Abstract :
The Lagrange undetermined multiplier method and the cepstrum analysis method are used to determine an explicit solution and a data extension model in the maximum entropy method of power spectrum analysis. The 1-dimensional case for a real, causal, stable, and all-pole signal is treated. Only the definition of entropy as H_{2} = -\\int S(f) \\log S(f) df is treated although the same treatment has been applied to H_{1} = \\int \\log S(f) df . Relevant results of cepstrum analysis are provided. This paper concludes with a numerical example.
Keywords :
Australia; Cepstral analysis; Cepstrum; Entropy; Extraterrestrial measurements; Hydrogen; Image resolution; Lagrangian functions; Random processes; Sampling methods;
fLanguage :
English
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
0096-3518
Type :
jour
DOI :
10.1109/TASSP.1983.1164063
Filename :
1164063
Link To Document :
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