Title :
VIGILANT+: mission objective interest groups for wireless sensor network surveillance applications
Author :
Ghataoura, D.S. ; Mitchell, Jason E. ; Matich, G.E.
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. Coll. London, London, UK
fDate :
12/1/2011 12:00:00 AM
Abstract :
A system termed VIGILANT+ is outlined, which utilises situation awareness for the purposes of enabling distributed, autonomic, sensor management, so that savings on consumption of network resources can be achieved. VIGILANT+ is a novel proposition allowing deployed, unattended, wireless sensor nodes to self-organise into dynamic groups and self-manage their transmissions efficiently, according to a current common mission objective. First, a distributed situation assessment system named PORTENT model detects and characterises potential situations occurring within an uncertain environment, using the metric, quality of surveillance information. Secondly, a Bayesian belief network is utilised to understand and analyse the significance associated with the potential situation, primarily to enable deployed sensors to self-organise and assign themselves to mission objectives autonomously. Thirdly, a system is introduced for distributed autonomic transmission control, which enables the efficient management of sensor network resource consumption. Simulations have been undertaken to verify the integrated VIGILANT+ concepts and to demonstrate the effectiveness of the proposed approach in improving network efficiency, without compromising the presentation of mission surveillance utility.
Keywords :
belief networks; surveillance; telecommunication network management; wireless sensor networks; Bayesian belief network; PORTENT model; VIGILANT; mission objective interest groups; mission surveillance; sensor management; sensor network resource consumption management; wireless sensor network; wireless sensor nodes;
Journal_Title :
Wireless Sensor Systems, IET
DOI :
10.1049/iet-wss.2011.0045