| Presentation | 2012-10-05 A data gathering scheme in wireless sensor networks using a spiking neural network with local information Ikki FUJITA, Hidehiro NAKANO, Arata MIYAUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In WSNs, compact wireless sensor nodes are deployed in observation area, form an impromptu network and gather sensing data periodically. Thereby, the environmental observation of large-scale area can be realized remotely. In the synchronization-based data gathering scheme, transmission timings for sensing data are synchronized by using spiking neural oscillators. Using this scheme, the number of the transmissions and receptions, and node power consumption can be reduced. However, in the conventional scheme, the duplicate transmissions of the same sensing data by plural wireless sensor nodes should be improved. In this article, a new data gathering scheme reducing duplicate transmissions of sensing data is proposed. In the proposed scheme, simple local information is used for transmissions and receptions of sensing data. Then, the traffic of the whole network can be significantly reduced. In the simulation experiments, the effectiveness of the proposed scheme is verified. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wireless sensor networks / synchronization-based data gathering scheme / pulse-coupled oscillators |
| Paper # | NC2012-54 |
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| Committee | NC |
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| Conference Date | 2012/9/27(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A data gathering scheme in wireless sensor networks using a spiking neural network with local information |
| Sub Title (in English) | |
| Keyword(1) | Wireless sensor networks |
| Keyword(2) | synchronization-based data gathering scheme |
| Keyword(3) | pulse-coupled oscillators |
| 1st Author's Name | Ikki FUJITA |
| 1st Author's Affiliation | Tokyo City University() |
| 2nd Author's Name | Hidehiro NAKANO |
| 2nd Author's Affiliation | Tokyo City University |
| 3rd Author's Name | Arata MIYAUCHI |
| 3rd Author's Affiliation | Tokyo City University |
| Date | 2012-10-05 |
| Paper # | NC2012-54 |
| Volume (vol) | vol.112 |
| Number (no) | 227 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |