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10.1109/MILCOM.2014.230guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Trust-Based Information and Decision Fusion for Military Convoy Operations

Published: 06 October 2014 Publication History

Abstract

This work shows how to improve intelligent behavior in multi-agent systems by using a trust-based information and decision fusion technique. Our technique fuses multi-dimensional sensor data in context-specific ways using Subjective Logic (SL) on the basis of trust values of information sources. In our investigation, we compare our trust-based information fusion technique to non-trust based technique on the basis of using SL with a Stochastic Petri Nets model. Our application focus shows how the proposed trust-based SL information fusion technique performs better for convoy operations than a baseline counterpart.

Cited By

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  • (2017)An efficient trust estimation model for multi-agent systems using temporal difference learningNeural Computing and Applications10.1007/s00521-016-2354-028:1(461-474)Online publication date: 1-Jan-2017

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Published In

cover image Guide Proceedings
MILCOM '14: Proceedings of the 2014 IEEE Military Communications Conference
October 2014
1718 pages
ISBN:9781479967704

Publisher

IEEE Computer Society

United States

Publication History

Published: 06 October 2014

Author Tags

  1. convoy operation
  2. fusion
  3. opinion
  4. subjective logic
  5. trust
  6. uncertainty

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Cited By

View all
  • (2017)An efficient trust estimation model for multi-agent systems using temporal difference learningNeural Computing and Applications10.1007/s00521-016-2354-028:1(461-474)Online publication date: 1-Jan-2017

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