Multi-agent Data Fusion Architecture Proposal for Obtaining an Integrated Navigated Solution on UAV's

Luis Guerrero, Jose; Garcia, Jesus; Manuel Molina, Jose; Omatu, S; Rocha, MP; Bravo, J; Fernandez, F; Corchado, E; Bustillo, A; Corchado, JM

Abstract

MAS have already more than proved their effectiveness while dealing with high level distributed problems, but some domains (usually low level ones) are still reluctant to their use, usually on a performance basis. UAV's multisensor integration systems take information coming from different sensors and integrate them into one global positioning solution, with a pre-analyzed fixed data fusion architecture topology in a changing environment. In this paper we will propose a novel adaptative MAS data fusion architecture for this problem, able to change its topology according to its conditions, and thus effectively improving the overall quality of the system.

Más información

Título según WOS: ID WOS:000271116900002 Not found in local WOS DB
Título de la Revista: WALCOM: ALGORITHMS AND COMPUTATION, WALCOM 2024
Volumen: 5518
Editorial: SPRINGER-VERLAG SINGAPORE PTE LTD
Fecha de publicación: 2009
Página de inicio: 13
Página final: 20
Notas: ISI