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)
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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