| Presentation | 2022-03-03 [Poster Presentation] A Study on Energy-Efficient Identification of Multiple Sources of Sensing Data for Wireless Sensor Networks Junya Shiraishi, Hiroyuki Yomo, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we focus on the wake-up control to identify multiple sources of sensing data spatially spread over a sensing area in wireless sensor networks. In order to identify multiple sources efficiently in terms of energy consumed by sensor nodes, it is necessary to design a wake-up control that can activate only a subset of nodes contributing to the increase of the accuracy of identification. To this end, in this paper, we investigate how to estimate multiple sources of sensing data from the collected data set and attributes to be owned by the collected subset of data. As wake-up control, we assume two types of wake-up control: unicast wake-up (UCWu), which individually activates nodes based on ID allocated to each node, and content-based wake-up (CoWu), which can realize activations of nodes based on their observed data. We evaluate the accuracy of identification of different identification approaches and various data collection methods by computer simulations, and clarify wake-up control suited for energy-efficient identification of multiple sources. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | WSNs / energy-efficient data collection / spatial correlation / identification of multiple sources / CNN |
| Paper # | RCS2021-277,SR2021-104,SRW2021-77 |
| Date of Issue | 2022-02-23 (RCS, SR, SRW) |
| Conference Information | |
| Committee | RCS / SR / SRW |
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| Conference Date | 2022/3/2(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Chair | Eiji Okamoto(Nagoya Inst. of Tech.) / Suguru Kameda(Hiroshima Univ.) / Hanako Noda(Anritsu) |
| Vice Chair | Toshihiko Nishimura(Hokkaido Univ.) / Tomoya Tandai(Toshiba) / Fumihide Kojima(NICT) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) / Kazuto Yano(ATR) / Keiichi Mizutani(Kyoto Univ.) / Kentaro Saito(Tokyo Denki Univ.) / Hirokazu Sawada(NICT) |
| Secretary | Toshihiko Nishimura(NEC) / Tomoya Tandai(Panasonic) / Fumihide Kojima(Mie Univ.) / Osamu Takyu(Tokai Univ.) / Kentaro Ishidu(NTT) / Kazuto Yano(NTT) / Keiichi Mizutani(NIigata Univ.) / Kentaro Saito / Hirokazu Sawada |
| Assistant | Koichi Adachi(Univ. of Electro-Comm.) / Osamu Nakamura(Sharp) / Manabu Sakai(Mitsubishi Electric) / Masashi Iwabuchi(NTT) / Tatsuki Okuyama(NTT DOCOMO) / Mai Ohta(Fukuoka Univ.) / Taichi Ohtsuji(NEC) / WANG Xiaoyan(Ibaraki Univ.) / Akemi Tanaka(MathWorks) / Akihito Noda(Nanzan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Short Range Wireless Communications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] A Study on Energy-Efficient Identification of Multiple Sources of Sensing Data for Wireless Sensor Networks |
| Sub Title (in English) | |
| Keyword(1) | WSNs |
| Keyword(2) | energy-efficient data collection |
| Keyword(3) | spatial correlation |
| Keyword(4) | identification of multiple sources |
| Keyword(5) | CNN |
| 1st Author's Name | Junya Shiraishi |
| 1st Author's Affiliation | Kansai University(Kansai Univ.) |
| 2nd Author's Name | Hiroyuki Yomo |
| 2nd Author's Affiliation | Kansai University(Kansai Univ.) |
| Date | 2022-03-03 |
| Paper # | RCS2021-277,SR2021-104,SRW2021-77 |
| Volume (vol) | vol.121 |
| Number (no) | RCS-391,SR-392,SRW-393 |
| Page | pp.pp.134-139(RCS), pp.92-97(SR), pp.40-45(SRW), |
| #Pages | 6 |
| Date of Issue | 2022-02-23 (RCS, SR, SRW) |