Title :
Distributed optimization for radar mission coordination
Author :
Severson, Tracie A. ; Paley, Derek A.
Author_Institution :
Dept. of Aerosp. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
This paper presents optimization algorithms that enable multiple ship-based radar systems to maximize their collective target search area while concurrently solving an optimal sensor-to-target assignment problem. We present theoretically justified strategies that determine the optimal ship location and search-area radius for each radar in a given threat environment satisfying a pre-defined resource reserve constraint. We then solve the optimal target-assignment problem by balancing the radar tasking among all participating sensors and show the resulting increase in the number of trackable targets in the combined search area. We provide analytical and numerical simulations to illustrate the algorithm performance.
Keywords :
numerical analysis; optimisation; radar tracking; sensors; ships; target tracking; collective target maximization; distributed optimization algorithm; multiple ship-based radar system; numerical simulation; optimal sensor-to-target assignment problem; optimal ship location; pre-defined resource reserve constraint; radar balancing; radar mission coordination; search-area radius; target tracking; Marine vehicles; Optimization; Radar tracking; Search problems; Sensors; Target tracking;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6314706