Estimating the correlation coefficient of highly correlated clutter

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Estimating the correlation coefficient of highly correlated clutter

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A maximum-likelihood estimator for the pulse-to-pulse correlation coefficient r of Rayleigh-distributed clutter components is considered. For r greater than 0.9, an approximate computationally feasible estimator is derived. Results of Monte Carlo simulation indicate that the approximate estimator is only slightly inferior to the maximum-likelihood estimator.

Inspec keywords: radar theory; parameter estimation; radar clutter

Other keywords: approximate computationally feasible estimator; radar clutter; correlation coefficient estimation; Rayleigh distributed clutter components; maximum likelihood estimator; Monte Carlo simulation; pulse pulse correlation; highly correlated clutter

Subjects: Simulation, modelling and identification; Information theory; Radar theory

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Erratum: Estimating the correlation coefficient of highly correlated clutter