Publication: Collective behavior implementation in powerline surveillance sensor network
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Issued Date
2005-12-01
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2-s2.0-33750112289
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Mahidol University
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SCOPUS
Bibliographic Citation
Proceedings of the International Joint Conference on Neural Networks. Vol.3, (2005), 1735-1739
Suggested Citation
Pornchai Chanyagorn, Harold H. Szu, Hongye Wang Collective behavior implementation in powerline surveillance sensor network. Proceedings of the International Joint Conference on Neural Networks. Vol.3, (2005), 1735-1739. doi:10.1109/IJCNN.2005.1556142 Retrieved from: https://repository.li.mahidol.ac.th/handle/123456789/16466
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Title
Collective behavior implementation in powerline surveillance sensor network
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Abstract
This paper presents the application of collective swarm intelligence in solving problems of non-multiplexing communication in powerline sensor network. Based on collective intelligence behavior in nature, we design a system that allows local sensors to collect local information acquired from the powerline channel. As the information become available, the sensor can adaptively adjust its parameters in order to achieve a common goal of non-multiplexing sensor communication throughout entire network. The non-multiplexing sensor communications is implemented using underdetermined Blind Source Separation (uBSS) based on the finite alphabet property of the data. The details of hardware implementation are provided as well as the result from the test-bed network. © 2005 IEEE.