Accession Number : AD0722082

Title :   Joint Detection - Estimation of Gaussian Signals in White Gaussian Noise,

Corporate Author : TEXAS UNIV AUSTIN DEPT OF ELECTRICAL ENGINEERING

Personal Author(s) : Park,S. K. ; Lainiotis,D. G.

Report Date : MAR 1971

Pagination or Media Count : 20

Abstract : Recent results on joint detection - estimation for discrete data are extended to the continuous case for Gaussian signals in white Gaussian noise. Stochastic differential equations are obtained describing the temporal evolution of the sufficient statistic for the minimum Bayes risk detection and the optimal mean - square error estimate of the signal state vector An approximate solution for the estimation equation is presented and the results are extended to the case of multishot joint detection-estimation. (Author)

Descriptors :   (*INFORMATION THEORY, NONLINEAR DIFFERENTIAL EQUATIONS), STOCHASTIC PROCESSES, SIGNALS, WHITE NOISE, DETECTION, PROBABILITY DENSITY FUNCTIONS, MATRICES(MATHEMATICS), STATISTICAL ANALYSIS

Subject Categories : Cybernetics

Distribution Statement : APPROVED FOR PUBLIC RELEASE