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.
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;
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
DOI :
10.1109/CAMAP.2005.1574223
