| Presentation | 2021-03-02 A Study on Transmission Scheduling of Sensor System Using LPWA for Landslide Indication Detection Satoshi Dehara, Makoto Kobayashi, Koichi Shin, Masahiro Nishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to promote early evacuation and reduce human causalities in landslide disasters, it is important to detect the precursor phenomena of landslide. We are aiming to construct sensor networks using LPWA (Low Power Wide Area) in order to detect sediment movement as a precursor of landslide disaster, which is difficult to predict the location of occurrence, in a wide range with many accelerometers. In the sensor networks for the detection of landslide precursors, it is important to reduce the untransmitted time during the landslide hazard period under the constraint of power supply due to the power generation capacity of batteries and solar panels. This study proposed an SBA (Soil water index and Battery Adaption) schedule that controls the transmission interval according to the soil water index and the remaining battery capacity. Simulations based on meteorological records of Hiroshima City showed that the SBA scheduling was able to reduce the untransmitted time in the risk of landslide even in a power-limited system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Landslide disaster monitoring / LPWA / Sensor networks / Soil water index / Transmission interval control |
| Paper # | SeMI2020-65 |
| Date of Issue | 2021-02-22 (SeMI) |
| Conference Information | |
| Committee | SeMI / IPSJ-MBL / IPSJ-UBI |
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| Conference Date | 2021/3/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Computing, Ubiquitous Computing, etc. |
| Chair | Susumu Ishihara(Shizuoka Univ.) |
| Vice Chair | Kazuya Monden(Hitachi) / Koji Yamamoto(Kyoto Univ.) |
| Secretary | Kazuya Monden(Kyoto Univ.) / Koji Yamamoto(Cyber Univ.) / (Hitachi) / (Waseda Univ.) |
| Assistant | Yuki Katsumata(NTT DOCOMO) / Yu Nakayama(Tokyo Univ. of Agri. and Tech.) / Akira Uchiyama(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Sensor Network and Mobile Intelligence / Special Interest Group on Mobile Computing and Pervasive Systems / Special Interest Group on Ubiquitous Computing System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Transmission Scheduling of Sensor System Using LPWA for Landslide Indication Detection |
| Sub Title (in English) | |
| Keyword(1) | Landslide disaster monitoring |
| Keyword(2) | LPWA |
| Keyword(3) | Sensor networks |
| Keyword(4) | Soil water index |
| Keyword(5) | Transmission interval control |
| 1st Author's Name | Satoshi Dehara |
| 1st Author's Affiliation | Hiroshima City University(Hiroshima City Univ) |
| 2nd Author's Name | Makoto Kobayashi |
| 2nd Author's Affiliation | Hiroshima City University(Hiroshima City Univ) |
| 3rd Author's Name | Koichi Shin |
| 3rd Author's Affiliation | Hiroshima City University(Hiroshima City Univ) |
| 4th Author's Name | Masahiro Nishi |
| 4th Author's Affiliation | Hiroshima City University(Hiroshima City Univ) |
| Date | 2021-03-02 |
| Paper # | SeMI2020-65 |
| Volume (vol) | vol.120 |
| Number (no) | SeMI-382 |
| Page | pp.pp.41-46(SeMI), |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (SeMI) |