DocumentCode
2996503
Title
Choice of learning sample size in adaptive detectors of signals against a background of Gaussian interference
Author
Bondarenko, Mihail F. ; Lekhovitsky, David I.
Author_Institution
Kharkiv Nat. Univ. of Radio Electron.
fYear
2005
fDate
13-13 Dec. 2005
Firstpage
217
Lastpage
220
Abstract
The "statistical" rates of convergence of a number of Gaussian coherent signal adaptive detectors with the maximum likelihood estimation of a Gaussian interference correlation matrix are compared, and recommendations on their practical application are given
Keywords
adaptive signal detection; interference (signal); matrix algebra; maximum likelihood estimation; Gaussian interference; interference correlation matrix; learning sample size; maximum likelihood estimation; signal adaptive detectors; Adaptive signal detection; Bonding; Convergence; Detectors; Interference; Maximum likelihood detection; Maximum likelihood estimation; Probability; Signal detection; Signal to noise ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Advances in Multi-Sensor Adaptive Processing, 2005 1st IEEE International Workshop on
Conference_Location
Puerto Vallarta
Print_ISBN
0-7803-9322-8
Type
conf
DOI
10.1109/CAMAP.2005.1574223
Filename
1574223
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