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Detection of distributed targets embedded in homogeneous compound Gaussian clutter with Inverse Gamma texture

Authors: Nabila Nouar; Atef Farrouki;

Detection of distributed targets embedded in homogeneous compound Gaussian clutter with Inverse Gamma texture

Abstract

The paper deals with detection of distributed targets embedded in compound Gaussian clutter, with Inverse Gamma texture. The proposed detectors are based on Lookup Tables containing threshold factors that maintain a Constant Probability of False Alarm (Pfa). The clutter parameters are estimated online to select the suitable factor to be used in the binary hypothesis test. We model the target energy as spread over a finite number of cells according to the Multiple Dominant scattering centers (MDS) model. Also, binary hypothesis tests are derived using the expression of the overall target energy. Detection Performances of the proposed detectors are analyzed through Monte Carlo simulations considering various clutter parameters and MDS models, and then compared to those of the Cell Averaging based on Lookup Tables (CA-LT) detector. Simulation results indicate that the target energy profile influences significantly the detection performances.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Average
Top 10%
Top 10%
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