Optical Communication Technology, Volume. 48, Issue 3, 23(2024)

Spectrum allocation algorithm for C+L band elastic optical networks based on deep reinforcement learning

YAN Dan1,2, FENG Nan3,4, ZUO Xiaobo1,2, SHEN Lingfei1,2, REN Danping1,2, HU Jinhua1,2, and ZHAO Jijun1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
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    References(16)

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    [6] [6] YAO Q Y, YANG H, BAO B W, et al. SNR re-verification-based routing, band, modulation, and spectrum assignment in hybrid c-c+ 1 optical networks[J]. Journal of Lightwave Technology, 2022, 40(11): 3456-3469.

    [8] [8] CHEN X, LI B J, PROIETTI R, et al. DeepRMSA: a deep reinforcement leaming framework for routing, modulation and spectrum assignment in elastic optical networks [J]. Journal of Lightwave Technology, 2019, 37(16): 4155-4163.

    [9] [9] MORALES P, FRANCO P, LOZADA A, et al. Multi-band environments for optical reinforcement learning gym for resource allocation in elastic optical networks[C]//IEEE. Proceedings of 2021 International Conference on Optical Network Design and Modeling (ONDM). Gothenburg:IEEE, 2021: 1-6.

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    YAN Dan, FENG Nan, ZUO Xiaobo, SHEN Lingfei, REN Danping, HU Jinhua, ZHAO Jijun. Spectrum allocation algorithm for C+L band elastic optical networks based on deep reinforcement learning[J]. Optical Communication Technology, 2024, 48(3): 23

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    Paper Information

    Received: Jan. 2, 2024

    Accepted: --

    Published Online: Aug. 2, 2024

    The Author Email:

    DOI:10.13921/j.cnki.issn1002-5561.2024.03.005

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