Deep Reservoir Computing for 100 Gbaud PAM6 IM/DD Transmission Impairment Mitigation 2023 (English)In: 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC, Optica Publishing Group , 2023Conference paper, Published paper (Refereed)

Abstract [en]

We experimentally evaluate a deep Reservoir Computing (RC)-based post-equalization for 100 Gbaud PAM6 IM/DD transmissions. It achieves similar to 1 dB higher sensitivity than DFE, and similar to 50% implementation complexity reduction compared with the conventional RC configuration.

Place, publisher, year, edition, pages

Optica Publishing Group , 2023.

National Category

Telecommunications

Identifiers

URN: urn:nbn:se:kth:diva-333812DOI: 10.1364/OFC.2023.W2B.12ISI: 001009232500353Scopus ID: 2-s2.0-85161305520OAI: oai:DiVA.org:kth-333812DiVA, id: diva2:1786929

Conference

Optical Fiber Communications Conference and Exhibition (OFC), MAR 05-09, 2023, San Diego, CA

Note

DOI IEEE 10.1364/OFC.2023.W2B.12

Part of ISBN 978-1-957171-18-0

QC 20230810

Available from: 2023-08-10 Created: 2023-08-10 Last updated: 2024-06-18Bibliographically approved

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Han, MengyaoFan, YuchuanSchatz, RichardPopov, SergeiPang, XiaodanOzolins, Oskars

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Han, MengyaoFan, YuchuanSchatz, RichardPopov, SergeiPang, XiaodanOzolins, Oskars

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