| Presentation | 2020-06-18 A Prototype and Evaluation of Vibration Detection System for Surveillance of Deer Fence Takuya Kato, Hiroyuki Yokota, Yuichiro Hei, Izuru Nogaito, Eiji Utsunomiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Deer fences are widely used as an effective means of preventing serious feeding damage by deer and other wildlife. If deer fences are damaged by wildlife collisions, they lose their defensive capability, so regular inspections are essential for effective control. In order to reduce the burden on forest managers, we developed a prototype system that notifies managers of suspected damage by detecting the impact of fences being broken by wildlife. In this system, the acceleration of the vibration is measured by the vibration detection sensor installed on the fence, and the data is collected through the wireless sensor network. By classifying the causes of acceleration data into wind and animals by machine learning, the system extracts vibration information with a high risk of damage, and provides information on the location and time of the impact through a website for foresters. This paper describes an overview of this prototype vibration detection system and its performance evaluation based on test operations on a deer fence installed in a mountainous area. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wildlife Damage Prevention / Fence Intrusion Detection / Accelerometer |
| Paper # | SeMI2020-1 |
| Date of Issue | 2020-06-11 (SeMI) |
| Conference Information | |
| Committee | SeMI / IPSJ-ITS / IPSJ-MBL / IPSJ-DPS |
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| Conference Date | 2020/6/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Sensing, Mobility, Mobile/Ubiquitous Computing, Sensor/Adhoc/Mobile Network, Application, etc. |
| Chair | Susumu Ishihara(Shizuoka Univ.) |
| Vice Chair | Kazuya Monden(Hitachi) / Koji Yamamoto(Kyoto Univ.) |
| Secretary | Kazuya Monden(Kyoto Univ.) / Koji Yamamoto(Osaka 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 Intelligent Transport Systems and Smart Community / Special Interest Group on Mobile Computing and Pervasive Systems / Special Interest Group on Distributed Processing System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Prototype and Evaluation of Vibration Detection System for Surveillance of Deer Fence |
| Sub Title (in English) | |
| Keyword(1) | Wildlife Damage Prevention |
| Keyword(2) | Fence Intrusion Detection |
| Keyword(3) | Accelerometer |
| 1st Author's Name | Takuya Kato |
| 1st Author's Affiliation | KDDI Research, Inc.(KDDI Research, Inc.) |
| 2nd Author's Name | Hiroyuki Yokota |
| 2nd Author's Affiliation | Tokyo Metropolitan Industrial Technology Research Institute(TIRI) |
| 3rd Author's Name | Yuichiro Hei |
| 3rd Author's Affiliation | KDDI Research, Inc.(KDDI Research, Inc.) |
| 4th Author's Name | Izuru Nogaito |
| 4th Author's Affiliation | KDDI Research, Inc.(KDDI Research, Inc.) |
| 5th Author's Name | Eiji Utsunomiya |
| 5th Author's Affiliation | KDDI Research, Inc.(KDDI Research, Inc.) |
| Date | 2020-06-18 |
| Paper # | SeMI2020-1 |
| Volume (vol) | vol.120 |
| Number (no) | SeMI-73 |
| Page | pp.pp.1-6(SeMI), |
| #Pages | 6 |
| Date of Issue | 2020-06-11 (SeMI) |