JOURNAL ARTICLE

<title>Data fusion multiagent framework</title>

Sylvain GatepailleSylvie BrunessauxHabib Abdulrab

Year: 2000 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 4051 Pages: 172-179   Publisher: SPIE

Abstract

This paper describes a work currently in progress whose aim is to design, develop and evaluate a Multi-Agent Framework for Data Fusion (DFMAF). This is being done with the support of a battlefield surveillance demonstrator application, named TA-10. Through the following chapters, we will describe the benefits of using such a framework for data fusion problems. Firstly, we will briefly present the multi- agent research domain. Then, we will go into further details to describe DFMAF, the multi-agent framework designed to help solving data fusion problems. The appropriateness of DFMAF to data fusion problems will also be pointed out. Next, the implementation and use of DFMAF in the support application will be detailed as well as the assessment procedure followed. Finally, we will conclude and expose the future work which will be done.

Keywords:
Computer science Battlefield Sensor fusion Domain (mathematical analysis) Work (physics) Artificial intelligence

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.14
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Bayesian Modeling and Causal Inference
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

<title>Ontology-based multiagent approach to data fusion</title>

Marek ObitkoJan Šmíd

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2002 Vol: 4731 Pages: 51-59
JOURNAL ARTICLE

<title>Model-theoretic framework for sensor data fusion</title>

Kyriakos P. ZavoleasMieczyslaw M. Kokar

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1993 Vol: 1956 Pages: 121-132
JOURNAL ARTICLE

<title>Multiagent intelligent systems</title>

Lee KrauseChristopher DeanLynn A. Lehman

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2003 Vol: 5091 Pages: 58-65
JOURNAL ARTICLE

<title>Genetic algorithms for multiagent fusion system learning</title>

Luc PigeonJordi IngladaBasel Solaiman

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2001 Vol: 4385 Pages: 87-95
JOURNAL ARTICLE

<title>Unified nonparametric data fusion</title>

Ronald Mahler

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1995 Vol: 2484 Pages: 66-74
© 2026 ScienceGate Book Chapters — All rights reserved.