| Presentation | 2021-03-01 [Invited Lecture] CFO estimation in eigenvalue-domain and its application to neural network-based demodulation for eigenvalue-modulated signal Ken Mishina, Takaya Maeda, Yuki Yoshida, Daisuke Hisano, Akihiro Maruta, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An eigenvalue-domain (ED) artificial neural network (ANN)-based demodulation method for eigenvalue-modulated signals has been reported. In this manuscript, we propose and demonstrate the demodulation of an eigenvalue-modulated signal combining an ED-ANN demodulator with a carrier frequency offset (CFO) compensation. The proposed demodulator achieves successful demodulation with OSNR penalty < 1 dB in the presence of CFO within 1 GHz at 2.5 Gb/s in experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Artificial neural network / Eigenvalue modulation / Carrier frequency offset / Machine learning |
| Paper # | PN2020-45 |
| Date of Issue | 2021-02-22 (PN) |
| Conference Information | |
| Committee | PN |
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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) | |
| Chair | Takehiro Tsuritani(KDDI Research) |
| Vice Chair | Haruki Ogoshi(Furukawa Electric) / Kohei Shiomoto(Tokyo City Univ.) / Hideaki Furukawa(NICT) |
| Secretary | Haruki Ogoshi(NTT) / Kohei Shiomoto(Univ. of Electr-Comm.) / Hideaki Furukawa |
| Assistant | Takahiro Kodama(Kagawa Univ) / Kenji Ishii(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Photonic Network |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Lecture] CFO estimation in eigenvalue-domain and its application to neural network-based demodulation for eigenvalue-modulated signal |
| Sub Title (in English) | |
| Keyword(1) | Artificial neural network |
| Keyword(2) | Eigenvalue modulation |
| Keyword(3) | Carrier frequency offset |
| Keyword(4) | Machine learning |
| 1st Author's Name | Ken Mishina |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Takaya Maeda |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Yuki Yoshida |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 4th Author's Name | Daisuke Hisano |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| 5th Author's Name | Akihiro Maruta |
| 5th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2021-03-01 |
| Paper # | PN2020-45 |
| Volume (vol) | vol.120 |
| Number (no) | PN-388 |
| Page | pp.pp.20-25(PN), |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (PN) |