异构网络的功率分配优化:一个潜在的博弈方法

Hajar Elhammouti, M. Benjillali, L. Echabbi
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引用次数: 0

摘要

异构部署不同发射功率的基站,提高网络效率。然而,基站的功率分配应该是最优的,以尽量减少干扰,从而提高用户吞吐量。在本文中,我们提出了一个博弈论的方法,以最大限度地提高整体吞吐量的异构网络的最优功率分配。我们将分配问题表述为一个“潜在博弈”。这种类型的博弈具有一个潜在函数的特征,并且具有一个特定的性质:一个纯纳什均衡解总是存在的,而且它是潜在函数的局部或全局优化器。我们使用了一种完全分布式的算法,该算法需要最小的基站之间的协调来达到纳什均衡,并且我们证明了它必须是全局最大值。通过仿真对算法的性能进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power allocation optimization for heterogeneous networks: A potential game approach
Heterogeneous deployment of base stations with different transmit power levels helps increase the network efficiency. Yet, the allocation of powers to base stations should be optimal in order to minimize interferences and thus improve users through-put. In this paper, we present a game theoretical approach to maximize the overall throughput in heterogeneous networks with optimal power allocation. We formulate the allocation problem as a "potential game". This type of games is characterized by a potential function, and has a specific property: a pure Nash equilibrium solution always exists and it is, moreover, either a local or a global optimizer of the potential function. We use a fully distributed algorithm that requires minimal coordination between base stations to reach a Nash equilibrium, and we prove that it is necessarily a global maximum. The performance of the algorithm is evaluated through simulations.
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