DocumentCode
3486811
Title
Route planning algorithms for unmanned aerial vehicles with refueling constraints
Author
Sundar, K. ; Rathinam, Sivakumar
Author_Institution
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fYear
2012
fDate
27-29 June 2012
Firstpage
3266
Lastpage
3271
Abstract
Small UAVs are currently used in several monitoring applications to monitor a set of targets and collect relevant data. One of the main constraints that characterize a small UAV is the maximum amount of fuel the vehicle carry. In this article, we consider a single UAV routing problem where there are multiple depots and the vehicle is allowed to refuel at any depot. The objective of the problem is to find a path for the UAV such that each target is visited at least once by the vehicle, the fuel constraint is never violated along the path for the UAV, and the total cost of the edges present in the path is a minimum. We first develop a mixed integer, linear programming formulation to solve the problem optimally. We also propose fast and efficient construction and improvement heuristics to solve the same. Computational results are also presented to corroborate the solution quality and the running times of all the algorithms.
Keywords
autonomous aerial vehicles; fuel; integer programming; linear programming; UAV routing problem; fuel constraint; mixed integer-linear programming formulation; monitoring applications; multiple depots; refueling constraints; route planning algorithms; small UAV; target monitoring; unmanned aerial vehicles; Approximation algorithms; Approximation methods; Equations; Fuels; Heuristic algorithms; Routing; Vehicles; Fuel Constraints; Local Search Heuristics; Orienteering Problem; Traveling Salesman Problem; k-opt;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315620
Filename
6315620
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