Title :
Adaptive robust signal detection algorithms
Author :
Bogdanovich, V.A. ; Groshev, A.Ya.
Author_Institution :
OAO "Radioavionika", St. Petersburg State Electrotechnical Univ. "LETI", Russia
Abstract :
The adaptive, asymptotically robust algorithms developed permit signal detection in independent noise of arbitrary form. The algorithms demonstrate high efficiency in the cases of heavy tail distribution, where conventional algorithms are usually characterized by low noise immunity.
Keywords :
adaptive signal detection; interference (signal); noise; probability; adaptive signal detection algorithms; asymptotically robust algorithms; heavy tail distribution; noise distribution; noise immunity; robust signal detection algorithms; Background noise; Equations; Minimax techniques; Noise robustness; Parameter estimation; Probability distribution; Signal detection; Signal synthesis; Statistics; Uncertainty;
Conference_Titel :
Electronic Instrument Engineering Proceedings, 2002. APEIE 2002. 2002 6th International Conference on Actual Problems of
Print_ISBN :
0-7803-7361-8
DOI :
10.1109/APEIE.2002.1075811
