Research on architecture and key technologies of digital
twin for optical communication

doi:10.12267/j.issn.2096-5931.2021.1.012

Information and Communications Technology and Policy ›› 2021, Vol. 47 ›› Issue (12): 86-.doi: 10.12267/j.issn.2096-5931.2021.1.012

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Research on architecture and key technologies of digital twin for optical communication

ZHUGE Qunbi, ZHONG Xueying, CAI Meng, LIU Xiaomin, LIU Lei, HU Weisheng

State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China

Online:2021-12-15 Published:2022-01-08

Abstract

Abstract: Digital twin for optical communication is proposed to build an intelligent optical network, which can help enhance network management and utilize network resources efficiently. In this paper, we first introduce recent researches of digital twin for optical communication and then elaborate on the architecture of it. Afterwards, the key technologies of digital twin including data-driven grey-box modeling , data-fusion-assisted optical telemetry, and online learning algorithms are discussed in detail.

Key words: all-optical network, optical fiber communication, digital twin, data-driven grey-box modeling, data-fusionassisted telemetry technology, online learning

ZHUGE Qunbi, ZHONG Xueying, CAI Meng, LIU Xiaomin, LIU Lei, HU Weisheng. Research on architecture and key technologies of digital twin for optical communication[J]. Information and Communications Technology and Policy, 2021, 47(12): 86-.

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http://ictp.caict.ac.cn/EN/10.12267/j.issn.2096-5931.2021.1.012

http://ictp.caict.ac.cn/EN/Y2021/V47/I12/86

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Research on architecture and key technologies of digital twin for optical communication

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