Transferable and Distributed User Association Policies for 5G and Beyond Networks

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)(2021)

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摘要
We study the problem of user association, namely finding the optimal assignment of user equipment to base stations to achieve a targeted network performance. In this paper, we focus on the knowledge transferability of association policies. Indeed, traditional non-trivial user association schemes are often scenario-specific or deployment-specific and require a policy re-design or re-learning when t...
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关键词
Training,Base stations,5G mobile communication,Reinforcement learning,Network architecture,Benchmark testing,Complexity theory
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