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A Distributed Event Detection Scheme for Wireless Sensor Networks

Muhamad Amin , Anang Hudaya and Khan, Asad I. and Raja Mahmood, Raja Azlina (2009) A Distributed Event Detection Scheme for Wireless Sensor Networks. In: The 7th International Conference on Advances in Mobile Computing & Multimedia (MoMM2009), 14-16 December 2009, Kuala Lumpur, Malaysia.

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Abstract

Many of the existing event detection schemes in wireless sensor networks that employ classification or clustering approaches suffer from high communication and computational overheads. We propose a low-computation, distributed, and lightweight event detection scheme in wireless sensor networks, which is adopted from the pattern recognition scheme known as Distributed Hierarchical Graph Neuron. The experimental results show that the proposed scheme guarantees satisfactory classification accuracy, in comparison to Support VectorMachine and Self-Organizing Map algorithms.

Item Type:Conference or Workshop Item (Paper)
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments / MOR / COE:Departments > Computer Information Sciences
ID Code:6247
Deposited By: Dr. Anang Hudaya Muhamad Amin
Deposited On:02 Aug 2011 04:04
Last Modified:19 Jan 2017 08:25

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