Title :
A Study on a General Model of Information Fusion Networks
Author :
Lian, Feiyu ; Li, Qing ; Fu, Maixia ; Zhang, Yuan
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai
Abstract :
The goal of this paper is to find a general model of information fusion network that may prove useful in adapting information fusion to NCW (Network centric warfare) and coordinated development. Based on the OSI reference model, our study presents a layered model for information fusion that is integrated with a networkpsilas function; likewise, we describe herein its topology structure. We were able to find a no-scaling function in the information fusion network by examining its structure function. We also propose an improved Barabasi-Albert model for the information fusion network based on its strict demand for reliability and anti-attack. The results imply that the model possesses a realistic guide meaning for the design of the information fusion network. Moreover, it enables the developer to adequately utilize the existing resource.
Keywords :
information networks; sensor fusion; Barabasi-Albert model; NCW; information fusion networks; network centric warfare; Application software; Computational intelligence; Computer industry; Computer networks; Conferences; Feedback; Information technology; Open systems; Sensor fusion; Weapons; General Model; Information Fusion Networks; Information fusion; Network Topology;
Conference_Titel :
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3490-9
DOI :
10.1109/PACIIA.2008.127