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A game theory approach for UAV-based flying access networks

机译：基于UAV的飞行接入网络的博弈论方法

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摘要

In recent years, unmanned aerial vehicles (UAV) ad-hoc network has been receiving enormous attention from the research community, since they represent a new potential market. One promising application is to use UAVs in wireless communications field as a flying base station to extend coverage and to provide high-quality network connectivity. In this paper, we model and analyse the interactions in price, beaconing duration and quality of service among UAV. A full analysis of the game outcome, in terms of equilibrium price, equilibrium quality of service and equilibrium beaconing duration, is derived. Then we analyse the existence and uniqueness of the Nash equilibrium point under some conditions. Furthermore, we provide a learning algorithm that ensures convergence of the considered UAV with its unique Nash equilibrium operating point in a fast and distributed fashion. Finally, numerical investigations offer promising insights on how the game parameters should be chosen to efficiently control the game.
机译：近年来，无人驾驶飞行器（UAV）Ad-Hoc网络一直受到研究界的巨大关注，因为它们代表了一个新的潜在市场。一个有希望的应用程序是在无线通信领域中使用无人机作为飞行基站以扩展覆盖并提供高质量的网络连接。在本文中，我们模型并分析了无人机之间的价格，信标持续时间和服务质量的互动。衍生出在均衡价格，均衡质量和均衡信标持续时间方面完全分析了游戏结果。然后我们在某些条件下分析纳什均衡点的存在性和唯一性。此外，我们提供了一种学习算法，可确保以快速和分布的方式利用其独特的纳什均衡操作点的所考虑的无人机的收敛性。最后，数值调查提供了有关如何选择游戏参数以有效控制游戏的有希望的见解。

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