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Routing and Spectrum Assignment Based on Reinforcement Learning in Multi-Band Optical Networks | IEEE Conference Publication | IEEE Xplore
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Routing and Spectrum Assignment Based on Reinforcement Learning in Multi-Band Optical Networks


Abstract:

A routing and spectrum assignment strategy based on Reinforcement Learning (RL-RSA) is proposed for multi-band optical networks. RL-RSA accounts for Stimulated Raman Scat...Show More

Abstract:

A routing and spectrum assignment strategy based on Reinforcement Learning (RL-RSA) is proposed for multi-band optical networks. RL-RSA accounts for Stimulated Raman Scattering using the Generalized Gaussian Noise model. Simulation results show that RL-RSA increases the throughput by 20%.
Date of Conference: 26-29 September 2023
Date Added to IEEE Xplore: 02 November 2023
ISBN Information:

ISSN Information:

Conference Location: Mantova, Italy

References

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