Title :
An Ad-Hoc Method for Avoiding Tracks Coalescence in Pdaf for Tracks Fusion
Author :
Gavriloaia, Gheorghe ; Sperila, Augustin ; Stoica, Adrian
Author_Institution :
Technical Military Acad., Bucharest
Abstract :
In order to perform distributed track fusion against the clutter background and missed detections, one should make sure that the tracks do not coalesce when they cross each other. This paper investigates an ad-hoc method of employing the IMM-JVC algorithm together with the probabilistic data association filter, in order to reduce, to a reasonable low percentage, the ratio of lost tracks caused by tracks crossing, on the expense of a small reduction in the allowed target maneuverability when tracks interaction is in effect
Keywords :
ad hoc networks; clutter; probability; sensor fusion; PDAF; ad-hoc method; clutter background; distributed track fusion; probabilistic data association filter; tracks coalescence; tracks fusion; Covariance matrix; Current measurement; Density measurement; Filters; Measurement errors; Military communication; Military computing; Noise measurement; Performance evaluation; Target tracking; altered PDAF; clutter; measurements to tracks assignment; missed detections;
Conference_Titel :
Telecommunications in Modern Satellite, Cable and Broadcasting Services, 2005. 7th International Conference on
Conference_Location :
Nis
Print_ISBN :
0-7803-9164-0
DOI :
10.1109/TELSKS.2005.1572180