| Presentation | 2023-03-13 Channel Polarization State Prediction Using Phasor Quaternion Neural Networks in Wireless Communications Anzhe Ye, Haotian Chen, Ryo Natsuaki, Akira Hirose, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Fading channel compensation requires higher accuracy channel prediction. In this paper, we propose a fading channel prediction method using phasor quaternion neural networks (PQNNs) to predict the polarization states, with phase information involved to enhance the channel compensation ability as well. We evaluate the performance of the proposed prediction technique in two different fading situations in an actual communication environment and prove that it has relatively higher performance compared to the conventional methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Channel prediction / phasor quaternion / polarization state |
| Paper # | NC2022-91 |
| Date of Issue | 2023-03-06 (NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2023/3/13(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The Univ. of Electro-Communications |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Brain architecture, General |
| Chair | Hiroshi Yamakawa(Univ of Tokyo) / Junichi Hori(Niigata Univ.) |
| Vice Chair | Hirokazu Tanaka(Tokyo City Univ.) / Hisashi Yoshida(Kinki Univ.) |
| Secretary | Hirokazu Tanaka(NTT) / Hisashi Yoshida(NICT) |
| Assistant | Yoshimasa Tawatsuji(Waseda Univ.) / Tomoki Kurikawa(KMU) / Emi Yuda(Tohoku Univ) / Miki Kaneko(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Channel Polarization State Prediction Using Phasor Quaternion Neural Networks in Wireless Communications |
| Sub Title (in English) | |
| Keyword(1) | Channel prediction |
| Keyword(2) | phasor quaternion |
| Keyword(3) | polarization state |
| 1st Author's Name | Anzhe Ye |
| 1st Author's Affiliation | The University of Tokyo(UTokyo) |
| 2nd Author's Name | Haotian Chen |
| 2nd Author's Affiliation | The University of Tokyo(UTokyo) |
| 3rd Author's Name | Ryo Natsuaki |
| 3rd Author's Affiliation | The University of Tokyo(UTokyo) |
| 4th Author's Name | Akira Hirose |
| 4th Author's Affiliation | The University of Tokyo(UTokyo) |
| Date | 2023-03-13 |
| Paper # | NC2022-91 |
| Volume (vol) | vol.122 |
| Number (no) | NC-425 |
| Page | pp.pp.1-6(NC), |
| #Pages | 6 |
| Date of Issue | 2023-03-06 (NC) |