Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Dynamic Power Management in Wireless Sensor Networks
IEEE Design & Test
User Mobility Pattern Scheme for Location Update and Paging in Wireless Systems
IEEE Transactions on Mobile Computing
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Profile-Based Protocols in Wireless Mobile Ad Hoc Networks
LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks
Wireless Sensor Networks: An Information Processing Approach
Wireless Sensor Networks: An Information Processing Approach
Network coverage using low duty-cycled sensors: random & coordinated sleep algorithms
Proceedings of the 3rd international symposium on Information processing in sensor networks
Integrating Wireless Sensor Networks with the Grid
IEEE Internet Computing
A Spatiotemporal Query Service for Mobile Users in Sensor Networks
ICDCS '05 Proceedings of the 25th IEEE International Conference on Distributed Computing Systems
User Profiling for Web Page Filtering
IEEE Internet Computing
A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Sites
IEEE Transactions on Knowledge and Data Engineering
WiQoSM: An Integrated QoS-Aware Mobility and User Behavior Model for Wireless Data Networks
IEEE Transactions on Mobile Computing
A Learning-Theory Approach to Sensor Networks
IEEE Pervasive Computing
QoS and energy aware routing for real-time traffic in wireless sensor networks
Computer Communications
DCTC: dynamic convoy tree-based collaboration for target tracking in sensor networks
IEEE Transactions on Wireless Communications
A profile-based location strategy and its performance
IEEE Journal on Selected Areas in Communications
Journal of Network and Computer Applications
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Recent progress in sensing devices has made wireless sensor networks (WSNs) possible. One of their most prominent applications is object tracking. Scarce battery resources available in the sensor nodes raise the problem of energy consumption minimization in WSNs. In this paper, we exploit long term patterns in the objects' movements to reduce the network's energy utilization. Once the nodes have learned the objects' movement patterns, their future location is predicted and only those nodes in the network that are expected to host the objects are woken up to detect and track them. We model the problem in an analytical way and formulate the cost of tracking the object during an application's tracking period. We also perform extensive simulations that confirm the significant improvement brought by our proposed scheme as compared to other existing approaches.