Applications of a Conditional Event Algebra to Data Fusion

Abstract

This paper, in the spirit of last year's article, is a contribution toward a unified theory of data fusion as an integral part of a more general C3 theory. A computationally feasible and mathematically sound procedure is proposed here for the combination of disparate information, prior to, and compatible with, ordinary conditional probability evaluations. This is based directly upon a new breakthrough concerning the extension of classical probability logic to a full conditional logic. The author has been considering C3 processes from the generic viewpoint of interacting nodes of decision makers, or complexes of such. These interactions or signals may be actual vectors of signals containing voluntary or leaked information from other nodes, friendly or hostile, or they may represent fired weapons, for example. The nodes are relative in size, but whether they represent one or a group of individuals, they possess certain common characteristics.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1988
Accession Number
ADA241232

Entities

People

  • I. R. Goodman

Tags

Communities of Interest

  • C4I
  • Ground and Sea Platforms
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Boolean Algebra
  • Calculus
  • Cognition
  • Computations
  • Data Fusion
  • Detection
  • Equations
  • Formal Languages
  • Identification
  • Language
  • Logic
  • Materials
  • Physics Laboratories
  • Probability
  • Probability Distributions
  • Theorems
  • Urban Areas

Readers

  • Statistical inference.
  • Systems Analysis and Design
  • Theoretical Analysis.

Technology Areas

  • Fully Networked C3
  • Fully Networked C3 - Command and Control