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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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.

Original language	English
Title of host publication	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580866
Publication status	Published - 2021 Jun
Externally published	Yes
Event	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - San Francisco, United States Duration: 2021 Jun 6 → 2021 Jun 11

Publication series

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

Conference

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

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Hardware and Architecture
Signal Processing
Electronic, Optical and Magnetic Materials
Instrumentation
Atomic and Molecular Physics, and Optics

Cite this

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 Article 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 et al.
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).

Research output: Chapter in Book/Report/Conference proceeding › 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 et al. / 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).

@inproceedings{42852b12618a494e9c916595fdc62051,

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",

note = "Publisher Copyright: {\textcopyright} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

month = jun,

language = "English",

series = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",

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T1 - Joint Multi-Eigenvalue Demodulation Using Complex Moment-based Eigenvalue Solver and Artificial Neural Network

AU - Terashi, Yuhei

AU - Hisano, Daisuke

AU - Mishina, Ken

AU - Yoshida, Yuki

AU - Maruta, Akihiro

PY - 2021/6

Y1 - 2021/6

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85112052720

UR - https://www.scopus.com/pages/publications/85112052720#tab=citedBy

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.

T2 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

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

Abstract

Publication series

Conference

ASJC Scopus subject areas

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