| Presentation | 2017-12-21 Analysis of Packet on Deep Learning in a Wireless LAN Environment Aoi Yamamoto, Saneyasu Yamaguchi, Masato Oguchi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the number of wireless devices such as smartphones or tablet-type devices has been increasing all over the world. Devices performance has been improved, and large volume of data communication such as videos or games can be performed easily. However, it may cause a large number of packets to be backlogged and eventually a problem of the occurrence of congestion is encountered. In this study, we performed deep learning with packets around the access point and traffic analysis in a wireless LAN environment. We evaluate predicted performance of the traffic congestion. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep learning / Wireless LAN / wireless communication / Android terminal / Android terminal |
| Paper # | MoNA2017-28 |
| Date of Issue | 2017-12-14 (MoNA) |
| Conference Information | |
| Committee | MoNA |
|---|---|
| Conference Date | 2017/12/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ochanomizu University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Cloud computing, Big data, Wireless network, etc. |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NTT) |
| Assistant | Takayuki Nishio(Kyoto Univ.) / Takato Saito(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Packet on Deep Learning in a Wireless LAN Environment |
| Sub Title (in English) | |
| Keyword(1) | Deep learning |
| Keyword(2) | Wireless LAN |
| Keyword(3) | wireless communication |
| Keyword(4) | Android terminal |
| Keyword(5) | Android terminal |
| 1st Author's Name | Aoi Yamamoto |
| 1st Author's Affiliation | Ochanomizu University(Ochanomizu Univ.) |
| 2nd Author's Name | Saneyasu Yamaguchi |
| 2nd Author's Affiliation | Kogakuin University(Kogakuin Univ.) |
| 3rd Author's Name | Masato Oguchi |
| 3rd Author's Affiliation | Ochanomizu University(Ochanomizu Univ.) |
| Date | 2017-12-21 |
| Paper # | MoNA2017-28 |
| Volume (vol) | vol.117 |
| Number (no) | MoNA-371 |
| Page | pp.pp.7-10(MoNA), |
| #Pages | 4 |
| Date of Issue | 2017-12-14 (MoNA) |