Title :
Dynamic Event Coverage in Hybrid Wireless Sensor Networks
Author :
Alam, Kh Mahmudul ; Kamruzzaman, Joarder ; Karmakar, Gour ; Murshed, Manzur
Author_Institution :
Gippsland Sch. of Inf. Technol., Monash Univ., Churchill, VIC, Australia
Abstract :
For cost effective deployment and implementation, mobility is introduced in sensor networks to provide dynamic event coverage. A hybrid network of static and mobile nodes, can yield the same desired accuracy and robustness of a static k-coverage detection model with fewer nodes. Since node movement is a costly operation and the movement strategy has to be decided instantly after event occurrence, it is desirable to have a lightweight distributed node selection and movement scheme. In this work, we propose a game theoretic model to provide dynamic event coverage that achieves the desired detection accuracy with significantly fewer number of nodes while balancing the energy consumption due to mobility and keeping the travelling distance minimum. We address and exploit the spatial clustering nature of events to maximize the overall detection performance over the network lifetime.
Keywords :
game theory; mobility management (mobile radio); pattern clustering; sensor placement; telecommunication network reliability; wireless sensor networks; dynamic event coverage; energy consumption; game theoretic model; hybrid wireless sensor networks; lightweight distributed node selection; mobile nodes; network lifetime; node movement strategy; spatial clustering; static k-coverage detection model; Event detection; Games; Indexes; Mobile communication; Mobile computing; Robot sensing systems; Dynamic coverage; Event detection; Game theory; Mobility; WSN;
Conference_Titel :
Network Computing and Applications (NCA), 2011 10th IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4577-1052-0
Electronic_ISBN :
978-0-7695-4489-2
DOI :
10.1109/NCA.2011.62