An explanation of ordinal optimization: soft computing for hard problems
Information Sciences: an International Journal
The Cricket location-support system
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Proceedings of the 7th annual international conference on Mobile computing and networking
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Tracking a moving object with a binary sensor network
Proceedings of the 1st international conference on Embedded networked sensor systems
Energy-aware management for cluster-based sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Dynamic Clustering for Acoustic Target Tracking in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
HEED: A Hybrid, Energy-Efficient, Distributed Clustering Approach for Ad Hoc Sensor Networks
IEEE Transactions on Mobile Computing
Wireless adhoc sensor and actuator networks on the farm
Proceedings of the 5th international conference on Information processing in sensor networks
Achieving Real-Time Target Tracking UsingWireless Sensor Networks
RTAS '06 Proceedings of the 12th IEEE Real-Time and Embedded Technology and Applications Symposium
INSIGHT: Internet-Sensor Integration for Habitat Monitoring
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
LOCK: A Highly Accurate, Easy-to-Use Location-Based Access Control System
LoCA '09 Proceedings of the 4th International Symposium on Location and Context Awareness
Distributed Energy Optimization for Target Tracking in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
INCOS '10 Proceedings of the 2010 International Conference on Intelligent Networking and Collaborative Systems
Clusters partition and sensors configuration for target tracking in wireless sensor networks
ICESS'04 Proceedings of the First international conference on Embedded Software and Systems
DCTC: dynamic convoy tree-based collaboration for target tracking in sensor networks
IEEE Transactions on Wireless Communications
Location-based vehicular moving predictions for wireless communication
International Journal of Ad Hoc and Ubiquitous Computing
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Tracking mobile targets using low-cost wireless sensor network WSN requires not only good tracking accuracy but also network longevity. Cluster-based tracking protocols leverage the fact that only sensors in the vicinity of the target can contribute to target detection, while other sensors should sleep to save energy, which provides good tradeoff between energy efficiency and tracking accuracy. However, for the complexity of cluster-based tracking protocols, it is challenging to quantify the tradeoff between energy efficiency and tracking accuracy. In this paper, a convolution-based method is presented to quantify the relationship between the cluster parameters and the energy-quality metrics of the tracking system, which provides Pareto optimal parameters to jointly optimise the energy efficiency and the tracking accuracy of cluster-based WSN tracking system. The presented results are verified in popular cluster-based tracking protocols via extensive simulations, which shows the effectiveness of the optimisation framework.