Title :
Swath-acquisition planning in multiple-satellite missions: an exact and heuristic approach
Author :
Perea, Federico ; Vazquez, Rafael ; Galan-Viogue, Jorge
Author_Institution :
Univ. Politec. de Valencia, Valencia, Spain
fDate :
7/1/2015 12:00:00 AM
Abstract :
This paper deals with the swath acquisition planning problem for multisatellite Earth observation missions. Given a set of satellites and a mission time frame, the problem we solve consists of selecting a set of acquisitions from the satellites in order to cover a given region of interest during the requested time frame, optimizing a certain objective function.We show that the planning problem can be modeled as a set covering problem, using basic tools of mathematical programming. The formulation of the model requires the solution of a complex computational geometry problem, and therefore the use of heuristics and metaheuristics applies. In this paper, we discuss the efficiency of the constructive phase of a greedy randomized adaptive search procedure algorithm. Computational results comparing the heuristic algorithms with the exact approach are presented.
Keywords :
artificial satellites; computational geometry; greedy algorithms; integer programming; linear programming; planning; randomised algorithms; search problems; set theory; complex computational geometry problem; greedy randomized adaptive search procedure algorithm; heuristic approach; mathematical programming; mission time frame; multisatellite Earth observation mission; set covering problem; swath acquisition planning problem; Computational modeling; Earth; Heuristic algorithms; Mathematical model; Orbits; Planning; Satellites;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.130751