10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB

Yi Jun Cai; Shao Hung Yu; Zheng Wei Huang; Yu Wei Wang; Pin Hsuan Ting; Yu Pin Lan; Chen Joe Fang; Hsin Chia Lin; Bor Chwan Chen; Chun Ting Lin

10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB

Yi Jun Cai, Shao Hung Yu, Zheng Wei Huang, Yu Wei Wang, Pin Hsuan Ting, Yu Pin Lan, Chen Joe Fang, Hsin Chia Lin, Bor Chwan Chen, Chun Ting Lin^*

^*Corresponding author for this work

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

1 Scopus citations

Abstract

We invesigate the power-link budget of 10Gbps laser communication. The comparison of the DML nonlinearity effects between OFDM and SC-FDE is discussed. With Volterra and machine-learning nonlinear compensation, the power-link budget achieve up to 74 dB.

Original language	English
Title of host publication	2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781557524669
State	Published - 2022
Event	2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - San Diego, United States Duration: 6 Mar 2022 → 10 Mar 2022

Publication series

Name	2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings

Conference

Conference	2022 Optical Fiber Communications Conference and Exhibition, OFC 2022
Country/Territory	United States
City	San Diego
Period	6/03/22 → 10/03/22

Cite this

Cai, Y. J., Yu, S. H., Huang, Z. W., Wang, Y. W., Ting, P. H., Lan, Y. P., Fang, C. J., Lin, H. C., Chen, B. C., & Lin, C. T. (2022). 10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB. In 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings Article M1C.2 (2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Cai, Yi Jun ; Yu, Shao Hung ; Huang, Zheng Wei et al. / 10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB. 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings).

@inproceedings{e837eda9f24f4d6fad6c334547688bc4,

title = "10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB",

abstract = "We invesigate the power-link budget of 10Gbps laser communication. The comparison of the DML nonlinearity effects between OFDM and SC-FDE is discussed. With Volterra and machine-learning nonlinear compensation, the power-link budget achieve up to 74 dB.",

author = "Cai, {Yi Jun} and Yu, {Shao Hung} and Huang, {Zheng Wei} and Wang, {Yu Wei} and Ting, {Pin Hsuan} and Lan, {Yu Pin} and Fang, {Chen Joe} and Lin, {Hsin Chia} and Chen, {Bor Chwan} and Lin, {Chun Ting}",

note = "Publisher Copyright: {\textcopyright} 2022 OSA.; 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 ; Conference date: 06-03-2022 Through 10-03-2022",

year = "2022",

language = "English",

series = "2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings",

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

booktitle = "2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings",

address = "United States",

}

Cai, YJ, Yu, SH, Huang, ZW, Wang, YW, Ting, PH, Lan, YP, Fang, CJ, Lin, HC, Chen, BC & Lin, CT 2022, 10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB. in 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings., M1C.2, 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022, San Diego, United States, 6/03/22.

10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB. / Cai, Yi Jun; Yu, Shao Hung; Huang, Zheng Wei et al.
2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. M1C.2 (2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings).

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

TY - GEN

T1 - 10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB

AU - Cai, Yi Jun

AU - Yu, Shao Hung

AU - Huang, Zheng Wei

AU - Wang, Yu Wei

AU - Ting, Pin Hsuan

AU - Lan, Yu Pin

AU - Fang, Chen Joe

AU - Lin, Hsin Chia

AU - Chen, Bor Chwan

AU - Lin, Chun Ting

PY - 2022

Y1 - 2022

N2 - We invesigate the power-link budget of 10Gbps laser communication. The comparison of the DML nonlinearity effects between OFDM and SC-FDE is discussed. With Volterra and machine-learning nonlinear compensation, the power-link budget achieve up to 74 dB.

AB - We invesigate the power-link budget of 10Gbps laser communication. The comparison of the DML nonlinearity effects between OFDM and SC-FDE is discussed. With Volterra and machine-learning nonlinear compensation, the power-link budget achieve up to 74 dB.

UR - http://www.scopus.com/inward/record.url?scp=85128943286&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85128943286

T3 - 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings

BT - 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022

Y2 - 6 March 2022 through 10 March 2022

ER -

Cai YJ, Yu SH, Huang ZW, Wang YW, Ting PH, Lan YP et al. 10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB. In 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. M1C.2. (2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings).

10 Gbps Laser Communication for Low Earth Orbit Satellites with Volterra and Machine Learning Nonlinear Compensation Providing Link Budget up to 74 dB

Abstract

Publication series

Conference

Other files and links

Fingerprint

Cite this