Improved Fuzzy Logic Processing System and Method with Uncertain Input

Abstract

A fuzzy inference system and method are disclosed that may be used not only with known or definite data input but also with uncertain data input. The uncertain data input may be represented by a set of values wherein the possibility of any particular or specific value within the set being the true or accurate value is uncertain. A set of rules are provided within a rule decomposer that are used to produce a plurality of mappings such as a plurality of one dimensional solutions. A union operator is utilized for determining a conjunction of the plurality of mappings such as the plurality of one dimensional solutions. The system output may then be used for control purposes such as, for example only, a combat control system to provide a tactical picture, decision assist, presets for a guidance system, or the like.

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Document Details

Document Type
Technical Report
Publication Date
Aug 17, 2001
Accession Number
ADD019995

Entities

People

  • Chidambar Ganesh

Organizations

  • United States Department of the Navy

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Computational Science
  • Computations
  • Computer Simulations
  • Computers
  • Control Systems
  • Decomposition
  • Fuzzy Logic
  • Fuzzy Sets
  • Guidance
  • Information Processing
  • Information Systems
  • Inventions
  • Logic
  • Neural Networks
  • Patent Applications
  • Sonar Pulses
  • Warfare

Readers

  • Artificial Intelligence
  • Computational Modeling and Simulation
  • Electrical Engineering

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms