Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network

Yuhei Terashi; Daisuke Hisano; Ken Mishina; Yuki Yoshida; Akihiro Maruta

Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network

Yuhei Terashi
, Daisuke Hisano
, Ken Mishina
, Yuki Yoshida
, Akihiro Maruta

研究成果: Conference contribution

抄録

We demonstrate a joint demodulation scheme using a parallel eigenvalue solver and ANN. The proposed scheme is demonstrated experimentally by 2000-km fiber transmission with < 2-dB OSNR penalty compared with conventional QZ method.

本文言語	English
ホスト出版物のタイトル	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
出版社	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子版）	9781943580866
出版ステータス	Published - 2021 6月
外部発表	はい
イベント	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - San Francisco, United States 継続期間: 2021 6月 6 → 2021 6月 11

出版物シリーズ

名前	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

Conference

Conference	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021
国/地域	United States
City	San Francisco
Period	21/6/6 → 21/6/11

ASJC Scopus subject areas

人工知能
コンピュータネットワークおよび通信
ハードウェアとアーキテクチャ
信号処理
電子材料、光学材料、および磁性材料
器械工学
原子分子物理学および光学

他のファイルとリンク

引用スタイル

Terashi, Y., Hisano, D., Mishina, K., Yoshida, Y., & Maruta, A. (2021). Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network. In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings 記事 9489438 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network. / Terashi, Yuhei; Hisano, Daisuke; Mishina, Ken その他.
2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. 9489438 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

研究成果: Conference contribution

Terashi, Y, Hisano, D, Mishina, K, Yoshida, Y & Maruta, A 2021, Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network. in 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings., 9489438, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021, San Francisco, United States, 21/6/6.

Terashi Y, Hisano D, Mishina K, Yoshida Y, Maruta A. Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network. In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. 9489438. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

Terashi, Yuhei ; Hisano, Daisuke ; Mishina, Ken その他. / Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network. 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

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title = "Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network",

abstract = "We demonstrate a joint demodulation scheme using a parallel eigenvalue solver and ANN. The proposed scheme is demonstrated experimentally by 2000-km fiber transmission with < 2-dB OSNR penalty compared with conventional QZ method.",

author = "Yuhei Terashi and Daisuke Hisano and Ken Mishina and Yuki Yoshida and Akihiro Maruta",

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AU - Terashi, Yuhei

AU - Hisano, Daisuke

AU - Mishina, Ken

AU - Yoshida, Yuki

AU - Maruta, Akihiro

PY - 2021/6

Y1 - 2021/6

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M3 - Conference contribution

AN - SCOPUS:85112052720

T3 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

BT - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 6 June 2021 through 11 June 2021

ER -

Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

他のファイルとリンク

フィンガープリント

引用スタイル