DocumentCode :
665624
Title :
Bio-inspired topology control mechanism for autonomous underwater vehicles used in maritime surveillance
Author :
Jianmin Zou ; Gundry, Stephen ; Kusyk, Janusz ; Sahin, Cem S. ; Uyar, M. Umit
Author_Institution :
Dept. of Electr. Eng., City Coll. of New York, New York, NY, USA
fYear :
2013
fDate :
12-14 Nov. 2013
Firstpage :
201
Lastpage :
206
Abstract :
Autonomous underwater vehicles (AUVs) are increasingly used in maritime applications to acquire underwater information. With the guidance of intelligent topology control algorithms, AUVs adjust their positions efficiently such that they achieve desired underwater wireless sensor network (UWSN) configurations. A suitable application can be using AUVs in surveillance tasks, where they uniformly spread throughout a harbor entry or around a large civilian or military maritime vessel (e.g., an aircraft carrier) to detect any hostile or unexpected underwater intrusions. Since geographical characteristics are different for each port (shape, depth, etc.) and underwater currents constantly change, manually controlling underwater vehicles for these tasks is not feasible. In this paper, we present a particle swarm optimization (PSO) based topology control mechanism, called 3D-PSO, for AUVs operating in unknown 3D underwater spaces. 3D-PSO uses limited information collected from an AUV´s neighborhood to make movement decisions over an unknown 3D space. Each AUV, using our 3D-PSO, is able to adjust its movement speed and direction to achieve a better location towards obtaining a uniform distribution. Simulation experiments demonstrate that, despite the significant variance of topographies of harbor entrances and the undersides of ships, 3D-PSO is an efficient tool to guide AUVs in creating a protection area for a harbor or a maritime vessel.
Keywords :
autonomous underwater vehicles; marine vehicles; particle swarm optimisation; security; surveillance; wireless sensor networks; 3D-PSO; AUVs; UWSN configurations; autonomous underwater vehicles; bio-inspired topology control mechanism; civilian vessel; geographical characteristics; harbor entrances; harbor entry; intelligent topology control algorithms; maritime surveillance; military maritime vessel; particle swarm optimization; protection area; surveillance tasks; underwater information; underwater wireless sensor network configuration; unexpected underwater intrusion detection; unknown 3D underwater spaces; Mobile nodes; Network topology; Nickel; Topology; Underwater vehicles; autonomous underwater vehicles; bio-inspired algorithms; particle swarm optimization; self-organizing networks; topology control; underwater wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Technologies for Homeland Security (HST), 2013 IEEE International Conference on
Conference_Location :
Waltham, MA
Print_ISBN :
978-1-4799-3963-3
Type :
conf
DOI :
10.1109/THS.2013.6699000
Filename :
6699000
Link To Document :
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