| Presentation | 2021-03-02 Traffic Reduction Method on Wireless Edge Computing by Retransmission Control Based on Image Recognition Accuracy Mutsuki Nakahara, Daisuke Hisano, Mai Nishimura, Yoshitaka Ushiku, Kazuki Maruta, Yu Nakayama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a retransmission control system based on image recognition accuracy as a traffic reduction method for image recognition services using wireless edge computing. Although image compression is effective for reducing traffic, it is known to deteriorate the image recognition accuracy. This system reduces traffic while compensating for this effect by retransmitting the image according to the image recognition accuracy. The effectiveness of the proposed system is demonstrated through a wireless network simulator. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image recognition / Image compression / Retransmission network system / Wireless LAN |
| Paper # | SeMI2020-62 |
| 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) | Traffic Reduction Method on Wireless Edge Computing by Retransmission Control Based on Image Recognition Accuracy |
| Sub Title (in English) | |
| Keyword(1) | Image recognition |
| Keyword(2) | Image compression |
| Keyword(3) | Retransmission network system |
| Keyword(4) | Wireless LAN |
| 1st Author's Name | Mutsuki Nakahara |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Daisuke Hisano |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Mai Nishimura |
| 3rd Author's Affiliation | OMRON SINICX Corporation(OSX) |
| 4th Author's Name | Yoshitaka Ushiku |
| 4th Author's Affiliation | OMRON SINICX Corporation(OSX) |
| 5th Author's Name | Kazuki Maruta |
| 5th Author's Affiliation | Tokyo Institute of Technology(TIT) |
| 6th Author's Name | Yu Nakayama |
| 6th Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| Date | 2021-03-02 |
| Paper # | SeMI2020-62 |
| Volume (vol) | vol.120 |
| Number (no) | SeMI-382 |
| Page | pp.pp.23-28(SeMI), |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (SeMI) |