Direction detection is aimed at discriminating, over multiple "snapshots,"between a disturbance-only hypothesis and a useful-signal plus disturbance alternative with useful signals modeled in terms of a common (i.e., over different snapshots) direction of the signal subspace. We will show that generalized-likelihood ratio test (GLRT)-based direction detectors, designed assuming Gaussian noise with unknown covariance matrix plus deterministic interference, belonging to a preassigned subspace of the observables, possess the constant false alarm rate property with respect to the unknown covariance matrix of the noise
On the CFAR property of GLRT-based Direction Detectors
BANDIERA, Francesco;RICCI, Giuseppe
2007-01-01
Abstract
Direction detection is aimed at discriminating, over multiple "snapshots,"between a disturbance-only hypothesis and a useful-signal plus disturbance alternative with useful signals modeled in terms of a common (i.e., over different snapshots) direction of the signal subspace. We will show that generalized-likelihood ratio test (GLRT)-based direction detectors, designed assuming Gaussian noise with unknown covariance matrix plus deterministic interference, belonging to a preassigned subspace of the observables, possess the constant false alarm rate property with respect to the unknown covariance matrix of the noiseFile in questo prodotto:
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