A Distributed Event Detection Scheme for Wireless Sensor Networks
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, whic...
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2009
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my.utp.eprints.62472017-01-19T08:25:51Z A Distributed Event Detection Scheme for Wireless Sensor Networks Muhamad Amin , Anang Hudaya Khan, Asad I. Raja Mahmood, Raja Azlina QA75 Electronic computers. Computer science 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. 2009 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/6247/1/MoMM2009.pdf 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. http://eprints.utp.edu.my/6247/ |
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QA75 Electronic computers. Computer science Muhamad Amin , Anang Hudaya Khan, Asad I. Raja Mahmood, Raja Azlina A Distributed Event Detection Scheme for Wireless Sensor Networks |
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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. |
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Conference or Workshop Item |
author |
Muhamad Amin , Anang Hudaya Khan, Asad I. Raja Mahmood, Raja Azlina |
author_facet |
Muhamad Amin , Anang Hudaya Khan, Asad I. Raja Mahmood, Raja Azlina |
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Muhamad Amin , Anang Hudaya |
title |
A Distributed Event Detection Scheme for Wireless Sensor Networks |
title_short |
A Distributed Event Detection Scheme for Wireless Sensor Networks |
title_full |
A Distributed Event Detection Scheme for Wireless Sensor Networks |
title_fullStr |
A Distributed Event Detection Scheme for Wireless Sensor Networks |
title_full_unstemmed |
A Distributed Event Detection Scheme for Wireless Sensor Networks |
title_sort |
distributed event detection scheme for wireless sensor networks |
publishDate |
2009 |
url |
http://eprints.utp.edu.my/6247/1/MoMM2009.pdf http://eprints.utp.edu.my/6247/ |
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1738655473911988224 |
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13.18916 |