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Deep Photonic Reservoir Computing for Long-haul Fiber Transmission Systems Nonlinearity Compensation
College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, Shandong Zhike Intelligence Computing Inc., Jinan, China.
College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China; Shandong Zhike Intelligence Computing Inc., Jinan, China.
RISE Research Institutes of Sweden, Digital Systems, Industrial Systems. College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China; Institute of Photonics, Electronics and Telecommunications, Riga Technical University, Riga, Latvia.ORCID iD: 0000-0003-4906-1704
RISE Research Institutes of Sweden, Digital Systems, Industrial Systems. Institute of Photonics, Electronics and Telecommunications, Riga Technical University, Riga, Latvia.ORCID iD: 0000-0001-9839-7488
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2025 (English)In: Asia Communications and Photonics Conference, ACP, Institute of Electrical and Electronics Engineers (IEEE) , 2025Conference paper, Published paper (Refereed)
Abstract [en]

We propose deep photonic reservoir computing combined with advanced readout scheme to compensate fiber nonlinearity, achieving comparable performance to digital backpropagation method in long-haul fiber link with reduced complexity and unknown fiber parameters
Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2025.
Keywords [en]
fiber nonlinearity compensation, optical fiber communication, reservoir computing
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:ri:diva-81319DOI: 10.1109/ACP66871.2025.11350592Scopus ID: 2-s2.0-105034202473ISBN: 979-8-3503-5740-0 (print)OAI: oai:DiVA.org:ri-81319DiVA, id: diva2:2052817
Conference
2025 Asia Communications and Photonics Conference, ACP 2025, Jiangsu, China
Note

QC 20260414

Available from: 2026-04-14 Created: 2026-04-14 Last updated: 2026-04-14Bibliographically approved

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Pang, XiaodanOzolins, Oskars

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