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

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.

Divisions: College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT)
College of Engineering & Physical Sciences
Funding Information: 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., Pro
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Event Title: 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021
Event Type: Other
Event Dates: 2021-06-06 - 2021-06-11
Uncontrolled Keywords: Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Electronic, Optical and Magnetic Materials,Instrumentation,Atomic and Molecular Physics, and Optics
ISBN: 9781665429382, 9781943580866
Last Modified: 17 Jul 2024 07:21
Date Deposited: 02 Aug 2021 14:37
Full Text Link:
Related URLs: https://ieeexpl ... ocument/9489851 (Publisher URL)
http://www.scop ... tnerID=8YFLogxK (Scopus URL)
PURE Output Type: Conference contribution
Published Date: 2021-07-26
Accepted Date: 2021-06-01
Authors: Nguyen, Thanh Tu
Boscolo, Sonia (ORCID Profile 0000-0001-5388-2893)
Ali, Abdallah
Tan, Mingming (ORCID Profile 0000-0002-0822-8160)
Zhang, Tingting (ORCID Profile 0000-0002-3901-6267)
Takasaka, Shigehiro
Sugizaki, Ryuichi
Sygletos, Stylianos (ORCID Profile 0000-0003-2063-8733)
Ellis, Andrew D. (ORCID Profile 0000-0002-0417-0547)

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