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WiFi/LTE-U Coexistence: An Evolutionary Game Approach

机译:WiFi / LTE-U共存:进化游戏方法

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(eNodeB) and WiFi AP and find the conditions under which a long-term coexistence can be established. We model this long-term coexistence by finding the evolutionary stable strategies of the evolutionary game. We analyze the cost functions for the LTE-U and the WiFi APs, and show that the LTE-U AP behavior is more sensitive to the cost than to the number of users, while WiFi is more sensitive to the number of users than to the transmission power cost. To further reduce the interference, we consider the case where the WiFi AP removes users that cannot establish the minimum signal to interference plus noise ratio required to reduce the interference to the LTE-U AP users. Interestingly this creates more interference due to the aggressive/selfish behavior of the WiFi APs. Finally, we extend the game over continuous strategies by formulating a game theoretic model for the coexistence problem, find its Nash equilibrium, and study its stability under the replicator dynamics of the evolutionary game.
机译:(eNodeB)和WiFi AP,并找到可以建立长期共存的条件。我们通过找到进化游戏的进化稳定策略,对这种长期共存进行建模。我们分析了LTE-U和WiFi AP的成本函数,结果表明LTE-U AP行为对成本比对用户数量更为敏感,而WiFi对用户数比对用户数量更为敏感传输功率成本。为了进一步减少干扰,我们考虑以下情况:WiFi AP删除无法建立最小信号干扰加噪声比的用户,以减少对LTE-U AP用户的干扰。有趣的是,由于WiFi AP的攻击性/自私行为,这会产生更多干扰。最后,我们通过为共存问题建立博弈理论模型,在连续策略上扩展博弈,找到其Nash平衡,并研究其在演化博弈的复制者动力学下的稳定性。

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