面向应急通信能力提升的多空中基站智能部署

2022 International Conference on Information Processing and Network Provisioning (ICIPNP) Pub Date : 2022-09-01 DOI:10.1109/ICIPNP57450.2022.00014

Zifan Li, Bozhong Li, Yuanlong Peng, Fang Chen, Jingyue Tian, Yahui Ding

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引用次数: 0

摘要

突发热点场景越来越普遍，应急通信变得越来越重要。考虑到用户通常是移动的，我们建立了用户的动态分布模型，并使用灵活的无人机进行容量增强。为了更好地满足用户的QoS要求，提出了一种基于DRL算法的多空基站三维位置规划方法，以达到最优的能效。结果表明，该方法可以给出有效的轨迹，提高用户的吞吐量。

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Intelligent Deployment of Multi-Air Base Stations for Capacity Enhancement of Emergency Communications

Sudden hotspot scenarios are becoming more common, emergency communications are becoming increasingly important. Considering that users are usually mobile, we model the dynamic distribution of users and use flexible UAVs for capacity enhancement. To better meet the QoS of users, a 3D location planning method for multi-air base stations based on DRL algorithm is proposed for optimal energy efficiency. The result shows our method can give an effective trajectory and improve the throughput of the users.

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2022 International Conference on Information Processing and Network Provisioning (ICIPNP)

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