DocumentCode :
1664728
Title :
Radar target detection in chaotic clutter
Author :
Chakravarthi, Prakash R.
Author_Institution :
COMSAT Lab., Clarksburg, MD, USA
fYear :
1997
Firstpage :
367
Lastpage :
371
Abstract :
The detection of targets in chaotic clutter is considered. Of particular interest in target detection is one of weak signal detection. The usual approach to signal detection amidst clutter is to model the clutter as a stochastic process with a certain probability distribution, for example, the K-distribution. The Bayesian approach to decision theory is then used to detect the presence of targets. It is assumed that sea clutter is a result of chaotic dynamics. This assumption leads to significant improvements in the processing gain of the receiver. The reason for this is that chaos has an underlying deterministic dynamics. Therefore, it permits a cancellation of the clutter at the receiver before performing target detection. The fundamental limit on performance is thus determined only by thermal noise and the accurate estimation of the underlying dynamical model. Results are shown for simple cases and the problem is discussed at length
Keywords :
Bayes methods; decision theory; interference suppression; probability; radar clutter; radar detection; stochastic processes; thermal noise; Bayesian approach; K-distribution; chaotic clutter; chaotic dynamics; clutter cancellation; clutter model; decision theory; deterministic dynamics; dynamical model estimation; experiments; performance; probability distribution; radar signal detection; radar target detection; receiver processing gain; sea clutter; stochastic process; thermal noise; weak signal detection; Bayesian methods; Chaos; Decision theory; Noise cancellation; Object detection; Probability distribution; Radar clutter; Radar detection; Signal detection; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference, 1997., IEEE National
Conference_Location :
Syracuse, NY
Print_ISBN :
0-7803-3731-X
Type :
conf
DOI :
10.1109/NRC.1997.588337
Filename :
588337
Link To Document :
بازگشت