Dynamic RAN Slicing Mapping Under the Sliding Scheduled Traffic Model Based on Deep Reinforcement...

Availability-Aware and Delay-Sensitive RAN Slicing Mapping Based on Deep Reinforcement Learning in Elastic Optical Networks

Y Wang, L Kong, M Zhu, J Gu, Y Cai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
To ensure reliable network services, the link protection method is widely employed for light-
path provision. However, it inevitably increases propagation delay due to different …
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ENCG-DRL for multicast service oriented energy-efficient DU-CU deployment and RMSA in EON-enabled RAN

C Zhang, X Wang, Y Wang, X Li - Optical Fiber Technology, 2024 - Elsevier
Home-working has become a significant trend since COVID-19, enabling the rapid prosper
of multicast services supported by 5th/Beyond 5th Generation Mobile Communication …
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Viewpoint Rotation Prediction based Resource-Efficient Holographic Type Communication in EON enabled 6G RAN

X Wang, C Zhang, Y Wang, X Li - 2024 22nd International …, 2024 - ieeexplore.ieee.org
A LSTM based viewpoint rotation prediction enabled resource-efficient holographic type
communication is investigated in EON enabled 6G RAN. The CensNet enhanced PPO is …
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