Title :
Extension of maximum entropy spectral analysis. Part 2: Interpretation and application of the method
Author_Institution :
Southampton University, Electrical Engineering Department, Southampton, UK
fDate :
2/1/1984 12:00:00 AM
Abstract :
The maximum entropy method for spectral analysis is extended by assuming part of the spectrum to be known, a priori. It is shown that the extended method is still consistent with the Jaynes principle of maximising the entropy of the process. An example is included which demonstrates that the extended method produces improved results, even when incomplete background spectral information is assumed.
Keywords :
entropy; information theory; spectral analysis; Jaynes principle; extended method; incomplete background spectral information; maximum entropy spectral analysis;
Journal_Title :
Communications, Radar and Signal Processing, IEE Proceedings F
DOI :
10.1049/ip-f-1.1984.0006