Title :
Local node selection for localization in a distributed sensor network
Author :
Kaplan, Lance M.
Author_Institution :
U.S. Army Res. Lab., Adelphi, MD, USA
Abstract :
This paper discusses a new localized resource manager for a wireless sensor network of bearings-only sensors. Specifically, each node uses knowledge of the target under surveillance to determine whether it should actively collect measurements and how far to disseminate the data in order for the sensor network to maintain track of the target. At each node, the resource manager requires only knowledge of the relative location to the target for itself and the active nodes from the previous snapshot. The decentralized strategy represents a modification to the global node selection (GNS) method that exploits knowledge of the location of all nodes in the network. Simulations show that despite the lack of global network knowledge, the new localized management method is almost as effective as GNS in terms of balancing the tradeoff between energy usage and localization accuracy.
Keywords :
array signal processing; direction-of-arrival estimation; surveillance; target tracking; wireless sensor networks; distributed sensor network; global node selection method; local node selection; localized management method; node location; target relative location; target surveillance; target tracking; wireless sensor network; Collaboration; Direction of arrival estimation; Energy management; Government; Intelligent networks; Knowledge management; Laboratories; Resource management; Surveillance; Wireless sensor networks;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2006.1603410