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Normalized nash equilibrium for power allocation in femto base stations in heterogeneous network

机译:异构网络中毫微微基站功率分配的归一化纳什均衡

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We consider heterogeneous networks with multiple femtocells and macrocells. Femto-base stations (femto-BS) are constrained to allocate transmitting powers such that the total interference at each macro-user terminal (macro-UT) is below a given threshold. We formulate a power allocation problem as a concave game with femto-BSs as players and multiple macro-UTs enforcing coupled constraints. Equilibrium selection is based on the concept of normalized Nash equilibrium (NNE). When the interference at a femto-user terminal (femto-UT) from adjacent femto-BSs is negligible, for any strictly concave nondecreasing utility the NNE is unique and the NNE is the solution of a concave potential game. We also propose a distributed algorithm which converges to the unique NNE. When the interference is not negligible, an NNE may not be unique and the computation of NNE has exponential complexity. We introduce the concept of weakly normalized Nash equilibrium (WNNE) which keeps the most of NNEs' interesting properties but, in contrast to the latter, the WNNE can be determined with low complexity. We show the usefulness of the WNNE concept for the relevant case of Shannon capacity as femto-BS's utility.
机译:我们考虑具有多个毫微微小区和宏小区的异构网络。毫微微基站(femto-BS)被约束以分配发射功率,以使得在每个宏用户终端(macro-UT)处的总干扰低于给定阈值。我们将功率分配问题描述为一个凹式游戏,其中毫微微BS作为玩家,而多个宏UT则执行耦合约束。均衡选择基于归一化纳什均衡(NNE)的概念。当来自相邻毫微微基站的毫微微用户终端(femto-UT)的干扰可忽略不计时,对于任何严格凹入不变的效用,NNE都是唯一的,而NNE是凹入潜在博弈的解决方案。我们还提出了一种收敛到唯一NNE的分布式算法。当干扰不可忽略时,NNE可能不是唯一的,并且NNE的计算具有指数复杂性。我们引入了弱归一化纳什均衡(WNNE)的概念,该概念保留了大多数NNE有趣的特性,但是与后者相反,可以以较低的复杂度确定WNNE。我们展示了有关香农容量作为Femto-BS实用程序的WNNE概念的有用性。

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