| Presentation | 2017-08-11 Consideration on separation property of impulse wireless sensor networks Daito Kamei, Naoki Wakamiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to solve the problem of device cost and power consumption in wireless sensor networks, we have proposed new sensor network architecture called impulse wireless sensor network (IWSN). In IWSNs, all of sensing, signal processing, and communication are performed in the form of impulses. To obtain information of events, we adopt an algorithm of a liquid state machine (LSM), which is a model of information processing in the brain. In this paper, we improve the performance of an IWSN as a LSM under physical constraints from viewpoint of separation property. Through simulation evaluation, we show that separation property can be improved by increasing impulse transmission frequency and arranging nodes at high density. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | impulse wireless sensor network / liquid state machine / separation property / linear discrimination |
| Paper # | CCS2017-15 |
| Date of Issue | 2017-08-03 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2017/8/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bibai Onsen Yu-rinkan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network Science, etc. |
| Chair | Naoki Wakamiya(Osaka Univ.) |
| Vice Chair | Mikio Hasegawa(Tokyo Univ. of Science) / Makoto Naruse(NICT) |
| Secretary | Mikio Hasegawa(Osaka Univ.) / Makoto Naruse(Tokyo City Univ.) |
| Assistant | Chisa Takano(Hirishima City Univ.) / Takashi Shimada(Univ. of Tokyo) / Tomoya Suzuki(Ibaraki Univ.) / Ryo Takahashi(AUT) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Consideration on separation property of impulse wireless sensor networks |
| Sub Title (in English) | |
| Keyword(1) | impulse wireless sensor network |
| Keyword(2) | liquid state machine |
| Keyword(3) | separation property |
| Keyword(4) | linear discrimination |
| 1st Author's Name | Daito Kamei |
| 1st Author's Affiliation | Osaka University(Osaka univ.) |
| 2nd Author's Name | Naoki Wakamiya |
| 2nd Author's Affiliation | Osaka University(Osaka univ.) |
| Date | 2017-08-11 |
| Paper # | CCS2017-15 |
| Volume (vol) | vol.117 |
| Number (no) | CCS-173 |
| Page | pp.pp.31-36(CCS), |
| #Pages | 6 |
| Date of Issue | 2017-08-03 (CCS) |