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Volume 2, Issue 3 (In Progress) - Table of Contents

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Open Access | Research Article | 20 July 2025
Distributed Group Target Tracking under Limited Field-of-View Sensors Using Belief Propagation
Chinese Journal of Information Fusion | Volume 2, Issue 3: 194-211, 2025 | DOI: 10.62762/CJIF.2025.314716
Abstract
This paper considers the distributed group target tracking (DGTT) problem under sensors with limited and different field of views (FoVs). Usually, for the tracking of groups, targets within groups are closely spaced and move in a coordinated manner. These groups can split or merge, and the numbers of targets in groups may be large, which lead to more challenging issues related to data association, filtering and computational complexities. Particularly, these challenges may be further complicated in distributed fusion system architectures. To deal with these difficulties, we propose a consensus-based DGTT method within the belief propagation (BP) framework, which introduces undetected targets... More >

Graphical Abstract
Distributed Group Target Tracking under Limited Field-of-View Sensors Using Belief Propagation