Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System

Thanh Tu Nguyen; Sonia Boscolo; Abdallah Ali; Mingming Tan; Tingting Zhang; Shigehiro Takasaka; Ryuichi  Sugizaki; Stylianos Sygletos; Andrew D. Ellis

Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System

Thanh Tu Nguyen
, Sonia Boscolo
, Abdallah Ali
, Mingming Tan
, Tingting Zhang
, Shigehiro Takasaka
, Ryuichi Sugizaki
, Stylianos Sygletos
, Andrew D. Ellis

Furukawa Electric Co. Ltd

Research output: Chapter in Book/Published conference output › Conference publication

5 Citations (Scopus)

31 Downloads (Pure)

Abstract

We deploy kernel-based time-series prediction to suppress the phase noise induced by small deviations from ideal pump counter-phasing in a dual-pump optical phase conjugation system. We show experimentally 1.5-dB SNR improvement for 16-QAM signals at 4° pump-phase mismatch.

Original language	English
Title of host publication	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
Publisher	IEEE
Number of pages	3
ISBN (Electronic)	9781943580866
ISBN (Print)	9781665429382
Publication status	Published - 26 Jul 2021
Event	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - San Francisco, United States Duration: 6 Jun 2021 → 11 Jun 2021

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	6/06/21 → 11/06/21

Bibliographical note

Copyright © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Funding

This work was supported by the UK EPSRC - Grants EP/S003436/1, EP/S016171/1 and EP/R035342/1. References 4. T. Pfau et al., J. Lightwave Technol. 27, 989–999 (2009). 5. S. Van Vaerenbergh et al., Proc. IEEE ICASSP 2006, pp. V-V. 6. R. Elschner et al., Proc. ECOC 2010, P3.17. 7. S. J. Savory, Opt. Express 16, 804–817 (2008). 8. T. T. Nguyen et al., J. Lightw. Technol. 39, 388–399 (2021).

Funders	Funder number
Engineering and Physical Sciences Research Council	EP/R035342/1, EP/S003436/1, EP/S016171/1

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Kernel-Based Learning-Aided Phase Noise Compensation
Copyright © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Accepted author manuscript, 2.46 MB

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Nguyen, T. T., Boscolo, S., Ali, A., Tan, M., Zhang, T., Takasaka, S., Sugizaki, R., Sygletos, S., & Ellis, A. D. (2021). Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System. In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings). IEEE.

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abstract = "We deploy kernel-based time-series prediction to suppress the phase noise induced by small deviations from ideal pump counter-phasing in a dual-pump optical phase conjugation system. We show experimentally 1.5-dB SNR improvement for 16-QAM signals at 4° pump-phase mismatch.",

author = "Nguyen, \{Thanh Tu\} and Sonia Boscolo and Abdallah Ali and Mingming Tan and Tingting Zhang and Shigehiro Takasaka and Ryuichi Sugizaki and Stylianos Sygletos and Ellis, \{Andrew D.\}",

note = "Copyright {\textcopyright} 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

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Nguyen, TT, Boscolo, S, Ali, A, Tan, M, Zhang, T, Takasaka, S, Sugizaki, R, Sygletos, S & Ellis, AD 2021, Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System. in 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings, IEEE, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021, San Francisco, United States, 6/06/21.

Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System. / Nguyen, Thanh Tu; Boscolo, Sonia; Ali, Abdallah et al.
2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. IEEE, 2021. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

Research output: Chapter in Book/Published conference output › Conference publication

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T1 - Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System

AU - Nguyen, Thanh Tu

AU - Boscolo, Sonia

AU - Ali, Abdallah

AU - Tan, Mingming

AU - Zhang, Tingting

AU - Takasaka, Shigehiro

AU - Sugizaki, Ryuichi

AU - Sygletos, Stylianos

AU - Ellis, Andrew D.

N1 - Copyright © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

PY - 2021/7/26

Y1 - 2021/7/26

N2 - We deploy kernel-based time-series prediction to suppress the phase noise induced by small deviations from ideal pump counter-phasing in a dual-pump optical phase conjugation system. We show experimentally 1.5-dB SNR improvement for 16-QAM signals at 4° pump-phase mismatch.

AB - We deploy kernel-based time-series prediction to suppress the phase noise induced by small deviations from ideal pump counter-phasing in a dual-pump optical phase conjugation system. We show experimentally 1.5-dB SNR improvement for 16-QAM signals at 4° pump-phase mismatch.

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M3 - Conference publication

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

PB - IEEE

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

Y2 - 6 June 2021 through 11 June 2021

ER -

Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System

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