The Hotelling detector using quadrature channels decorrelation
V. A. Averochkin, A. V. Troyanskiy · Odes’kyi Politechnichnyi Universytet Pratsi · 2014
Introduction.The probability index of false alarm and its stability under varying and unknown interference environment represent important characteristics of radar detection systems.Presently, the problem of false alarm probability stabilization is solved, as a rule, using intellectual capacities of the human operator.However, the automated detection systems introduction does imply an urgent task of developing and implementing detection algorithms, providing the false alarm probability stabilization under conditions of a priori unknown interference environment without human operator involving. Analysis of recent researches and publications.In the context of Gaussian noise when a priori unknown covariance properties, the false alarm probability stabilization problem can be solved using the Hotelling's resolving statistics [1]