论文标题
无单元系统上行链路中电力管理的分布式游戏理论解决方案
A Distributed Game-Theoretic Solution for Power Management in the Uplink of Cell-Free Systems
论文作者
论文摘要
本文研究了无细胞的大量多重输入多个输出系统,其特别关注上行链路功率分配。在这些系统中,上行链路功率控制是高度不平凡的,因为单个用户终端与多个预期的接收基站相关联。此外,在无细胞系统中,需要解决固有光谱和能源效率目标的分布式功率控制方案。通过利用游戏理论中的工具,我们将建议作为非合作游戏,并使用最佳响应动力学,从而获得分布式功率控制机制。为了确保该电源控制游戏会融合到NASH平衡,我们应用了潜在游戏的理论。有趣的是,有趣的是,我们提出的潜在功能具有一个标量参数,可以控制用户的功率使用。数值结果证实,所提出的方法改善了用户终端电池中存储的能量的使用以及光谱和能源效率之间的平衡。
This paper investigates cell-free massive multiple input multiple output systems with a particular focus on uplink power allocation. In these systems, uplink power control is highly non-trivial, since a single user terminal is associated with multiple intended receiving base stations. In addition, in cell-free systems, distributed power control schemes that address the inherent spectral and energy efficiency targets are desirable. By utilizing tools from game theory, we formulate our proposal as a noncooperative game, and using the best-response dynamics, we obtain a distributed power control mechanism. To ensure that this power control game converges to a Nash equilibrium, we apply the theory of potential games. Differently from existing gamebased schemes, interestingly, our proposed potential function has a scalar parameter that controls the power usage of the users. Numerical results confirm that the proposed approach improves the use of the energy stored in the battery of user terminals and balances between spectral and energy efficiency.