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Optical amplification-free deep reservoir computing-assisted high-baudrate short-reach communication
KTH, School of Engineering Sciences (SCI), Applied Physics. Beijing Jiaotong Univ, Inst Lightwave Technol, Key Lab All Opt Network & Adv Telecommun Network, Minist Educ, Beijing 100044, Peoples R China..
Beijing Jiaotong Univ, Inst Lightwave Technol, Key Lab All Opt Network & Adv Telecommun Network, Minist Educ, Beijing 100044, Peoples R China..
RISE Res Inst Sweden, S-16440 Kista, Sweden..ORCID iD: 0000-0001-5783-8996
Riga Tech Univ, Inst Telecommun, LV-1048 Riga, Latvia.;Riga Tech Univ, Commun Technol Res Ctr, LV-1048 Riga, Latvia..
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2023 (English)In: Optics Letters, ISSN 0146-9592, E-ISSN 1539-4794, Vol. 48, no 8, p. 2122-2125Article in journal (Refereed) Published
Abstract [en]

An optical amplification-free deep reservoir computing (RC)-assisted high-baudrate intensity modulation direct detection (IM/DD) system is experimentally demonstrated using a 100G externally modulated laser operated in C-band. We transmit 112 Gbaud 4-level pulse amplitude modulation (PAM4) and 100 Gbaud 6-level PAM (PAM6) signals over a 200-m single-mode fiber (SMF) link without any optical amplification. The decision feedback equalizer (DFE), shal-low RC, and deep RC are adopted in the IM/DD system to mitigate impairment and improve transmission perfor-mance. Both PAM transmissions over a 200-m SMF with bit error rate (BER) performance below 6.25% overhead hard-decision forward error correction (HD-FEC) thresh-old are achieved. In addition, the BER of the PAM4 signal is below the KP4-FEC limit after 200-m SMF transmis-sion enabled by the RC schemes. Thanks to the use of a multiple-layer structure, the number of weights in deep RC has been reduced by approximately 50% compared with the shallow RC, whereas the performance is comparable. We believe that the optical amplification-free deep RC-assisted high-baudrate link has a promising application in intra-data center communications.

Place, publisher, year, edition, pages
Optica Publishing Group , 2023. Vol. 48, no 8, p. 2122-2125
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-329889DOI: 10.1364/OL.485830ISI: 000981300700001PubMedID: 37058657Scopus ID: 2-s2.0-85152545796OAI: oai:DiVA.org:kth-329889DiVA, id: diva2:1774486
Note

QC 20230626

Available from: 2023-06-26 Created: 2023-06-26 Last updated: 2024-03-18Bibliographically approved

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

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