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