| Presentation | 2017-11-16 Room Access Information Estimation Using RSSI on Smartphone by Machine Learning Tomohiro Yoshida, Masakatsu Ogawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a room access information estimation method by machine learning using RSSI of wireless LAN from smartphone. To acquire the RSSI of the wireless LAN frames, we use the two wireless LAN devices. Using feature quantities obtained from RSSI at these two devices, we estimate whether the user enter, leave the room, or stay in the room. The contribution of our method is no require any special application software for the smartphone and any user’s operations at any time. We confirmed that our method achieves more than 90% estimation accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | RSSI / Room Access Estimation / Machine Learning / Wireless LAN |
| Paper # | MoNA2017-15 |
| Date of Issue | 2017-11-09 (MoNA) |
| Conference Information | |
| Committee | CNR / IN / MoNA |
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| Conference Date | 2017/11/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Ono(Hokkaido Univ.) / Katsunori Yamaoka(Tokyo Inst. of Tech.) / Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Masayuki Kanbara(NAIST) / Kazunori Takashio(Keio Univ.) / Takuji Kishida(NTT) / Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Masayuki Kanbara(Hokkaido Univ.) / Kazunori Takashio(Panasonic) / Takuji Kishida(NTT) / Shigeaki Tagashira(NTT) / Gen Kitagata(KDDI Research) |
| Assistant | Wataru Mito(SECOM) / Daisuke Yamamoto(Toshiba) / Yoichi Takashima(NTT) / / Koichi Nihei(NEC) / Takayuki Nishio(Kyoto Univ.) / Takato Saito(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Cloud Network Robotics / Technical Committee on Information Networks / Technical Committee on Mobile Network and Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Room Access Information Estimation Using RSSI on Smartphone by Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | RSSI |
| Keyword(2) | Room Access Estimation |
| Keyword(3) | Machine Learning |
| Keyword(4) | Wireless LAN |
| 1st Author's Name | Tomohiro Yoshida |
| 1st Author's Affiliation | Sophia University(Sophia Univ.) |
| 2nd Author's Name | Masakatsu Ogawa |
| 2nd Author's Affiliation | Sophia University(Sophia Univ.) |
| Date | 2017-11-16 |
| Paper # | MoNA2017-15 |
| Volume (vol) | vol.117 |
| Number (no) | MoNA-308 |
| Page | pp.pp.1-5(MoNA), |
| #Pages | 5 |
| Date of Issue | 2017-11-09 (MoNA) |