Design, Development, and Reuse of Software Agents in the Knowledge Management for Distributed Tracking (KMDT) Program

Abstract

Knowledge Management for Distributed Tracking is an ongoing research and development program to improve Naval command, control, and decision support. The program's approach includes modeling and simulation, intelligent software agents, integrated-sensor ontology, and reusing methods from past projects. The software simulates a hypothetical scenario designed to demonstrate how knowledge management technologies can improve situation awareness and reduce information overload. In the simulation, when additional information is desired about an unknown contact, intelligent-software agents are deployed on a secure, web-like network to find sensor data collected at other friendly platforms. The information is fused to reduce the uncertainty in the detection, localization, tracking, classification and identification of the unknown contact. The paper describes how the agents interact with the integrated sensor ontology, which facilitates distributed, heterogeneous sensor-data fusion.

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Document Details

Document Type
Technical Report
Publication Date
Jun 28, 2007
Accession Number
ADA504145

Entities

People

  • David Swanson
  • Dwight R. Wilcox
  • Marion G. Ceruti
  • Scott C. Mcgirr
  • Tedd L. Wright

Organizations

  • Naval Information Warfare Systems Command

Tags

Communities of Interest

  • C4I
  • Ground and Sea Platforms
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Classification
  • Command And Control
  • Computing System Architectures
  • Data Fusion
  • Detection
  • Detectors
  • False Alarms
  • Intelligent Agents
  • Knowledge Management
  • Local Area Networks
  • Naval Warfare
  • Ontologies
  • Sensor Networks
  • Simulations
  • Software Agents
  • Systems Engineering
  • Warning Systems

Fields of Study

  • Computer science
  • Engineering

Readers

  • Distributed Systems and Data Platform Development
  • Sensor Fusion and Tracking Systems.
  • Software Engineering.