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Nov, 2019
利用深度强化学习实现空中基站的部署优化
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning
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Jin Qiu, Jiangbin Lyu, Liqun Fu
TL;DR
本文提出利用深度强化学习方法和三维地形图设计策略,解决无人机作为空中基站在紧急场景下如何协助地面设施提供无线连接的问题。实验结果证明该论文的方法比对照算法显著提高了覆盖率。
Abstract
unmanned aerial vehicles
(UAVs) can be utilized as
aerial base stations
(ABSs) to assist terrestrial infrastructure for keeping wireless connectivity in various emergency scenarios. To maximize the
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