Title :
A hierarchical MHT approach to ESM-radar fusion
Author :
Coraluppi, Stefano ; Carthel, Craig
Author_Institution :
Compunetix Inc., Monroeville, PA, USA
Abstract :
This paper describes a fusion architecture that enables multi-level object tracking. The motivation is provided by the fusion of active and passive data, where multiple passive contacts may originate from the same platform at a given time. This poses a significant challenge to those target-tracking algorithms that are based on the assumption that each sensor provides at most one contact per target per scan or processing interval. For example, while each object has a unique radar return (except when considering extended objects with multiple reflectors), multiple passive contacts may arise when multiple emitter modes are onboard. Simulation results demonstrate the potential of the proposed architecture.
Keywords :
object tracking; radar tracking; sensor fusion; target tracking; active data; electronic support measure; fusion architecture; multi-level object tracking; multiple hypothesis tracker; multiple passive contacts; passive data; radar fusion; target-tracking algorithms; Computer architecture; Filtering; Global Positioning System; Radar tracking; Target tracking; Ornstein-Uhlenbeck (OU) process; distributed tracking; electronic support measures (ESM); hierarchical fusion; multi-sensor track fusion; multi-stage fusion; multiple-hypothesis tracking; optimal sub-pattern assignment (OSPA) metric;
Conference_Titel :
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-0417-7
Electronic_ISBN :
978-0-9824438-4-2