基于凸优化的蜂窝基站最优定位

E. Kalantari, S. Loyka, H. Yanikomeroglu, A. Yongaçoğlu
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引用次数: 0

摘要

基站的最优定位取决于通信量(用户)分布、传播路径损耗和许多系统参数,这给分析研究带来了困难,因此广泛采用数值算法来代替。本文对这一问题进行了分析研究。首先,将其描述为一个凸优化问题,在服务质量(QoS)约束下最小化BS总发射功率,同时考虑用户之间的公平性。由于其凸性,KKT条件用于将全局最优位置描述为用户位置的凸组合,其中凸权取决于用户参数,路径损失指数和问题的整体几何形状。在此基础上,得到了若干闭型解。其中,最优BS位置是在自由空间传播且用户参数相同的情况下用户位置的平均值。如果用户集是对称的(如本文所定义),则最优BS位置与路径损失指数无关,而一般情况并非如此。分析结果显示了传播条件以及系统和用户参数对最优BS位置的影响,并可用于制定设计指南。
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Optimal Location of Cellular Base Station via Convex Optimization
An optimal base station (BS) location depends on the traffic (user) distribution, propagation pathloss and many system parameters, which renders its analytical study difficult so that numerical algorithms are widely used instead. In this paper, the problem is studied ana¬lytically. First, it is formulated as a convex optimization problem to minimize the total BS transmit power subject to quality-of-service (QoS) constraints, which also account for fairness among users. Due to its convex nature, Karush-Kuhn-Tucker (KKT) conditions are used to characterize a globally-optimum location as a convex combination of user locations, where convex weights depend on user parameters, pathloss exponent and overall geometry of the problem. Based on this characterization, a number of closed-form solutions are obtained. In particular, the optimum BS location is the mean of user locations in the case of free-space propagation and identical user parameters. If the user set is symmetric (as defined in the paper), the optimal BS location is independent of pathloss exponent, which is not the case in general. The analytical results show the impact of propagation conditions as well as system and user parameters on optimal BS location and can be used to develop design guidelines.
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