DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres
Paper in proceeding, 2023
We designed a DRL-based routing, modulation, spectrum, and core assignment algorithm to fully exploit the core switching capabilities of space division multiplexing networks with multi-core fibres. The proposed method shows up to 53\% better blocking probability performance compared to RMSCA benchmarks in different traffic loads.
Elastic optical networks
Space-division multiplexing
Deep reinforcement learning
Multi-core fibres
Author
Yiran Teng
University of Bristol
Ruizhi Yang
University of Bristol
Carlos Natalino Da Silva
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Sen Shen
University of Bristol
Paolo Monti
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Reza Nejabati
University of Bristol
Shuangyi Yan
University of Bristol
Dimitra Simeonidou
University of Bristol
Proceedings of the 2023 Photonics in Switching and Computing
Th4A.1
9798350323702 (ISBN)
023 International Conference on Photonics in Switching and Computing, PSC 2023
Mantova, Italy,
Mantova, Italy,
Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)
VINNOVA (2020-03506), 2021-02-01 -- 2024-01-31.
Areas of Advance
Information and Communication Technology
Subject Categories
Telecommunications
DOI
10.1109/PSC57974.2023.10297190