| Presentation | 2021-07-15 [Invited Talk] Channel Estimation for Body-Coupled Communication with an Optical Sensor and Machine Learning Ai-ichiro Sasaki, Akinori Ban, Kazuki Morita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Body-coupled communication (BCC) is a short-rage wireless technology that can link communication devices with a human body. The BCC channel is formed by capacitive coupling among the body, devices, and earth. When another person approaches the BCC system, he is inevitably included in the system because of the coupling. In this situation, eavesdropping and accidental data transmission can occur. To address the security problems, we must estimate the existence of the unwanted person from information of received signals. We utilized an optical sensor to correctly measure received signals because the BCC channels are easily disturbed by electronic measurement systems. An attempt was made to estimate the existence of the unwanted person from the received signal information. The person can be detected with an accuracy of 90% by using machine learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Body-coupled communication / Capacitive coupling / Optical sensor / Machine learning / Earth |
| Paper # | EMT2021-13,MW2021-18,OPE2021-7,EST2021-14,MWP2021-15 |
| Date of Issue | 2021-07-08 (EMT, MW, OPE, EST, MWP) |
| Conference Information | |
| Committee | OPE / MW / IEE-EMT / MWP / EST / EMT |
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| Conference Date | 2021/7/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takaaki Ishigure(Keio Univ.) / Noriharu Suematsu(Tohoku Univ.) / Akira Matsuhima(Kumamoto University) / Akihiko Hirata(Chiba Inst. of Tech.) / Jun Shibayama(Hosei Univ.) / Hiroyuki Deguchi(Doshisha Univ.) |
| Vice Chair | Toshikazu Hashimoto(NTT) / Tadashi Kawai(Univ. of Hyogo) / Kensuke Okubo(Okayama Prefectural Univ.) / Hideyuki Nakamizo(Mitsubishi Electric) / / Atsushi Kanno(NICT) / Masayuki Kimishima(Advantest) / Yasuhide Tsuji(Muroran Inst. of Tech.) / Yasuo Ohtera(Toyama Prefectural Univ.) / Hideki Kawaguchi(Muroran Inst. of Tech) |
| Secretary | Toshikazu Hashimoto(Tokushima Univ.) / Tadashi Kawai(Kagoshima Univ.) / Kensuke Okubo(Saitama Univ.) / Hideyuki Nakamizo(Toshiba) / (Metropolitan college of industrial technology) / Atsushi Kanno(Muroran IT) / Masayuki Kimishima(Yazaki) / Yasuhide Tsuji(CRIEPI) / Yasuo Ohtera(ENRI) / Hideki Kawaguchi(yoto Univ.) |
| Assistant | Hirokazu Kobayashi(Kochi Univ. of Tech) / Tadashi Murao(Mitsubishi Electric) / Naoki Hasegawa(Softbank) / Kosuke Katayama(Waseda Univ.) / Junichiro Sugisaka(Kitami institute technology) / Li Yi(Osaka Univ.) / Yuya Yamaguchi(NICT) / Seiya Kishimoto(Nihon Univ.) / Akito Iguchi(Muroran Inst. of Tech) / Kazuki Niino(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on OptoElectronics / Technical Committee on Microwaves / Technical Meeting on Electromagnetic Theory / Technical Committee on Microwave and Millimeter-wave Photonics / Technical Committee on Electronics Simulation Technology / Technical Committee on Electromagnetic Theory |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Channel Estimation for Body-Coupled Communication with an Optical Sensor and Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | Body-coupled communication |
| Keyword(2) | Capacitive coupling |
| Keyword(3) | Optical sensor |
| Keyword(4) | Machine learning |
| Keyword(5) | Earth |
| 1st Author's Name | Ai-ichiro Sasaki |
| 1st Author's Affiliation | Kindai University(Kindai Univ.) |
| 2nd Author's Name | Akinori Ban |
| 2nd Author's Affiliation | Kindai University(Kindai Univ.) |
| 3rd Author's Name | Kazuki Morita |
| 3rd Author's Affiliation | Aisin AW Industries Co., Ltd.(Aisin AW-I) |
| Date | 2021-07-15 |
| Paper # | EMT2021-13,MW2021-18,OPE2021-7,EST2021-14,MWP2021-15 |
| Volume (vol) | vol.121 |
| Number (no) | EMT-106,MW-107,OPE-108,EST-109,MWP-110 |
| Page | pp.pp.34-39(EMT), pp.34-39(MW), pp.34-39(OPE), pp.34-39(EST), pp.34-39(MWP), |
| #Pages | 6 |
| Date of Issue | 2021-07-08 (EMT, MW, OPE, EST, MWP) |