| Presentation | 2022-07-14 Evaluation of Object Detection AI in Pseudo-Analog Communications Junichiro Yamada, Suto Katsuya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Roadside video broadcasting is a key technology for cooperative automatic driving. The traditional broadcasting method treats video data as digital and transmits the digital date with modulation and coding schemes. It may occur equally poor quality video transmission due to the existence of vehicles with poor wireless quality. To cope with the issue, we apply pseudo-analog communications to roadside video broadcasting, in which video quality depends on the wireless quality of vehicles. In other words, it provides higher frequency utilization efficiency than digital communications. In the paper, we evaluate the accuracy of object detection AI using pseudo-analog communications in multi-path fading environments and show future works. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pseudo-Analog Communications / Object Detection AI / Cooperative Automated Driving / Roadside-to-Vehicle Communication / Video Transmission / Broadcasting |
| Paper # | SR2022-28 |
| Date of Issue | 2022-07-06 (SR) |
| Conference Information | |
| Committee | NS / SR / RCS / SeMI / RCC |
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| Conference Date | 2022/7/13(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The Kanazawa Theatre + Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Distributed Wireless Network, M2M (Machine-to-Machine)，D2D (Device-to-Device)，IoT（Internet of Things）, etc |
| Chair | Tetsuya Oishi(NTT) / Suguru Kameda(Hiroshima Univ.) / Kenichi Higuchi(Tokyo Univ. of Science) / Koji Yamamoto(Kyoto Univ.) / Shunichi Azuma(Nagoya Univ.) |
| Vice Chair | Takumi Miyoshi(Shibaura Insti of Tech.) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) / Kazuto Yano(ATR) / Tomoya Tandai(Toshiba) / Fumihide Kojima(NICT) / Osamu Muta(Kyushu Univ.) / Kazuya Monden(Hitachi) / Yasunori Owada(NICT) / Shunsuke Saruwatari(Osaka Univ.) / Shunichi Azuma(Hokkaido Univ.) / Koji Ishii(Kagawa Univ.) |
| Secretary | Takumi Miyoshi(NTT) / Osamu Takyu(Kogakuin Univ.) / Kentaro Ishidu(Mie Univ.) / Kazuto Yano(Tokai Univ.) / Tomoya Tandai(NTT) / Fumihide Kojima(Panasonic) / Osamu Muta(Univ. of Electro-Comm) / Kazuya Monden(Sharp) / Yasunori Owada(NTT DOCOMO) / Shunsuke Saruwatari(Tokyo Univ. of Agri. and Tech.) / Shunichi Azuma(Osaka Univ.) / Koji Ishii(CRIEPI) |
| Assistant | Kotaro Mihara(NTT) / Taichi Ohtsuji(NEC) / WANG Xiaoyan(Ibaraki Univ.) / Akemi Tanaka(MathWorks) / Katsuya Suto(Univ. of Electro-Comm) / Manabu Sakai(Mitsubishi Electric) / Masashi Iwabuchi(NTT) / Tatsuki Okuyama(NTT DOCOMO) / Issei Kanno(KDDI Research) / Yuyuan Chang(Tokyo Inst. of Tech) / Yuki Matsuda(NAIST) / Akihito Taya(Aoyama Gakuin Univ.) / Takeshi Hirai(Osaka Univ.) / SHAN LIN(NICT) / Ryosuke Adachi(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Smart Radio / Technical Committee on Radio Communication Systems / Technical Committee on Sensor Network and Mobile Intelligence / Technical Committee on Reliable Communication and Control |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of Object Detection AI in Pseudo-Analog Communications |
| Sub Title (in English) | |
| Keyword(1) | Pseudo-Analog Communications |
| Keyword(2) | Object Detection AI |
| Keyword(3) | Cooperative Automated Driving |
| Keyword(4) | Roadside-to-Vehicle Communication |
| Keyword(5) | Video Transmission |
| Keyword(6) | Broadcasting |
| 1st Author's Name | Junichiro Yamada |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Suto Katsuya |
| 2nd Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2022-07-14 |
| Paper # | SR2022-28 |
| Volume (vol) | vol.122 |
| Number (no) | SR-107 |
| Page | pp.pp.36-40(SR), |
| #Pages | 5 |
| Date of Issue | 2022-07-06 (SR) |