Accession Number:

AD0770176

Title:

Simultaneous Detection and Estimation: The Use of Sufficient Statistics and Reproducing Probability Densities.

Descriptive Note:

Technical rept.,

Corporate Author:

MICHIGAN UNIV ANN ARBOR COOLEY ELECTRONICS LAB

Personal Author(s):

• Gobien,Jurgen O.

Report Date:

1973-11-01

Pagination or Media Count:

283.0

Abstract:

The problem considered postualtes two mutually exclusive and exhaustive statistical hypotheses, under each of which the probability distribution on the observation space is known except for conditional to a finite-dimensional parameter. The parameters may or may not have common components, and are considered as random variables and assigned a priori probability density functions. It includes the standard signal-detection problem where either the signal, or the noise, or both, may contain uncertain parameters. Modified author abstract

Descriptors:

• *Information theory
• *Signal processing
• *Statistical analysis
• Stochastic processes
• Estimates
• Detection
• Probability density functions
• Sampling
• Theorems
• Theses

Subject Categories:

• Statistics and Probability
• Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE