Title :
A coverage algorithm for drifters in a river environment
Author :
Kwok, A. ; Martinez, S.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Univ. of California, San Diego, CA, USA
fDate :
June 30 2010-July 2 2010
Abstract :
This paper studies a coverage problem for a network of vehicles in an environment where there is an ambient flow field. This flow field can represent river currents or atmospheric air patterns that affect the vehicles´ motion. Specifically, we examine the case where the flow field is always greater in magnitude than the available actuation of any individual vehicle. We define reachability sets of each agent and characterize several of their properties. These reachability sets provide a basis for dominance regions of each agent based on travel times. For the particular case of linear flows, we find a closed-form expression for these and analyze distributed gradient algorithms that optimize an area coverage metric. Finally, we present simulations illustrating the algorithm´s performance and discuss lines of future research.
Keywords :
gradient methods; mobile robots; optimisation; position control; rivers; ambient flow field; area coverage metric; atmospheric air pattern; closed form expression; coverage algorithm; distributed gradient algorithm; drifters; reachability set; river environment; Aerodynamics; Algorithm design and analysis; Closed-form solution; Computer networks; Marine vehicles; Mobile robots; Oceans; Remotely operated vehicles; Rivers; Vehicle dynamics;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5531467