DocumentCode :
70434
Title :
An Adaptive Detector with Range Estimation Capabilities for Partially Homogeneous Environment
Author :
De Maio, A. ; Hao, Chenxi ; Orlando, Danilo
Author_Institution :
Dipt. di Ing. Elettr. e delle Tecnol. dell´Inf., Univ. degli Studi di Napoli Federico II, Naples, Italy
Volume :
21
Issue :
3
fYear :
2014
fDate :
Mar-14
Firstpage :
325
Lastpage :
329
Abstract :
In this work, we devise an adaptive decision scheme with range estimation capabilities for point-like targets in partially homogeneous environments. To this end, we exploit the spillover of target energy to consecutive range samples and synthesize the Generalized Likelihood Ratio Test. The performance analysis, conducted resorting to both simulated data and real recorded datasets, highlights that the newly proposed architecture can guarantee superior detection performance with respect to its competitors while retaining accurate estimation capabilities of the target position.
Keywords :
adaptive estimation; decision theory; object detection; radar detection; adaptive decision scheme; adaptive radar detection; dataset recording; generalized likelihood ratio test; partially homogeneous environment; point-like target; range estimation capability; Covariance matrices; Detectors; Electronic mail; Interference; Maximum likelihood estimation; Vectors; Adaptive radar detection; constant false alarm rate (CFAR); generalized likelihood ratio test (GLRT); partially homogeneous environment; range estimation;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2014.2301763
Filename :
6718066
Link To Document :
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