Fuzzy logic: intelligence, control, and information
Fuzzy logic: intelligence, control, and information
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
On Reducing Broadcast Redundancy in Ad Hoc Wireless Networks
IEEE Transactions on Mobile Computing
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
Efficient processing of aggregation queries in sensor networks
Distributed and Parallel Databases
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Query Processing in Sensor Networks
IEEE Pervasive Computing
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The communication traffic for continuous data aggregation and location update is the main reason of short-lived mobile sensor networks because the energy consumption of sensor nodes is caused by the transmission of messages. For effective communication traffic management in mobile sensor networks, this paper proposes an dynamic threshold control-based adaptive message filtering method which utilizes diverse node parameters reflecting characteristics of mobile nodes, such as mobility and battery availability. In the proposed filtering method, each sensor node in a sensor filed filters out messages based on its distance threshold. In order to adjust the distance threshold by the condition of each node adaptively and dynamically, fuzzy logic is applied to the proposed filtering method. Empirical results approve that the proposed filtering method achieves more improved performance than existing filtering methods.