Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems

Chaoran Huang; Shinsuke Fujisawa; Thomas Ferreira De Lima; Alexander N. Tait; Eric Blow; Yue Tian; Simon Bilodeau; Aashu Jha; Fatih Yaman; Hussam G. Batshon; Hsuan Tung Peng; Bhavin J. Shastri; Yoshihisa Inada; Ting Wang; Paul R. Prucnal

Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems

Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira De Lima, Alexander N. Tait, Eric Blow, Yue Tian, Simon Bilodeau, Aashu Jha, Fatih Yaman, Hussam G. Batshon, Hsuan Tung Peng, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal

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

19 Scopus citations

Abstract

We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

Original language	English (US)
Title of host publication	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580712
State	Published - Mar 2020
Event	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - San Diego, United States Duration: Mar 8 2020 → Mar 12 2020

Publication series

Name	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

Conference

Conference	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020
Country/Territory	United States
City	San Diego
Period	3/8/20 → 3/12/20

All Science Journal Classification (ASJC) codes

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

Cite this

Huang, C., Fujisawa, S., De Lima, T. F., Tait, A. N., Blow, E., Tian, Y., Bilodeau, S., Jha, A., Yaman, F., Batshon, H. G., Peng, H. T., Shastri, B. J., Inada, Y., Wang, T., & Prucnal, P. R. (2020). Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. In 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings Article 9083434 (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Huang, Chaoran ; Fujisawa, Shinsuke ; De Lima, Thomas Ferreira et al. / Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

@inproceedings{d94e2fb027034af18d350acf9eecc515,

title = "Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems",

abstract = "We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.",

author = "Chaoran Huang and Shinsuke Fujisawa and {De Lima}, {Thomas Ferreira} and Tait, {Alexander N.} and Eric Blow and Yue Tian and Simon Bilodeau and Aashu Jha and Fatih Yaman and Batshon, {Hussam G.} and Peng, {Hsuan Tung} and Shastri, {Bhavin J.} and Yoshihisa Inada and Ting Wang and Prucnal, {Paul R.}",

note = "Funding Information: Defense Advanced Research Projects Agency (HR-00111990049); National Science Foundation (ECCS-1642962). Publisher Copyright: {\textcopyright} 2020 OSA.; 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 ; Conference date: 08-03-2020 Through 12-03-2020",

year = "2020",

month = mar,

language = "English (US)",

series = "2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings",

address = "United States",

}

Huang, C, Fujisawa, S, De Lima, TF, Tait, AN, Blow, E, Tian, Y, Bilodeau, S, Jha, A, Yaman, F, Batshon, HG, Peng, HT, Shastri, BJ, Inada, Y, Wang, T & Prucnal, PR 2020, Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. in 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings., 9083434, 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020, San Diego, United States, 3/8/20.

Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. / Huang, Chaoran; Fujisawa, Shinsuke; De Lima, Thomas Ferreira et al.
2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9083434 (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

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

TY - GEN

T1 - Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems

AU - Huang, Chaoran

AU - Fujisawa, Shinsuke

AU - De Lima, Thomas Ferreira

AU - Tait, Alexander N.

AU - Blow, Eric

AU - Tian, Yue

AU - Bilodeau, Simon

AU - Jha, Aashu

AU - Yaman, Fatih

AU - Batshon, Hussam G.

AU - Peng, Hsuan Tung

AU - Shastri, Bhavin J.

AU - Inada, Yoshihisa

AU - Wang, Ting

AU - Prucnal, Paul R.

PY - 2020/3

Y1 - 2020/3

N2 - We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

AB - We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

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UR - http://www.scopus.com/inward/citedby.url?scp=85085162921&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85085162921

T3 - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

BT - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020

Y2 - 8 March 2020 through 12 March 2020

ER -

Huang C, Fujisawa S, De Lima TF, Tait AN, Blow E, Tian Y et al. Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. In 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9083434. (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems

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All Science Journal Classification (ASJC) codes

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