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Joint User Grouping, Scheduling, and Precoding for Multicast Energy Efficiency in Multigroup Multicast Systems

机译:MultiGroup组播系统中的组播能效的联合用户分组,调度和预编码

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This paper studies the joint design of user grouping, scheduling (or admission control) and precoding to optimize energy efficiency (EE) for multigroup multicast scenarios in single-cell multiuser MISO downlink channels. Noticing that the existing definition of EE fails to account for group sizes, a new metric called multicast energy efficiency (MEE) is proposed. In this context, the joint design is considered for the maximization of MEE, EE, and scheduled users. Firstly, with the help of binary variables (associated with grouping and scheduling) the joint design problem is formulated as a mixed-Boolean fractional programming problem such that it facilitates the joint update of grouping, scheduling and precoding variables. Further, several novel optimization formulations are proposed to reveal the hidden difference of convex/ concave structure in the objective and associated constraints. Thereafter, we propose a convex-concave procedure framework based iterative algorithm for each optimization criteria where grouping, scheduling, and precoding variables are updated jointly in each iteration. Finally, we compare the performance of the three design criteria concerning three performance metrics namely MEE, EE, and scheduled users through Monte-Carlo simulations. These simulations establish the need for MEE and the improvement from the system optimization.
机译:本文研究了用户分组,调度(或准入控制)和预编码的联合设计,以优化单个小组多群MISO下行链路通道中的MultiGroup组播场景的能效(EE)。注意到,EE的现有定义未能考虑组大小,提出了一种名为多播能效(MEE)的新度量。在这种情况下,关节设计被认为是MEE,EE和预定用户的最大化。首先,在二进制变量(与分组和调度相关联)的帮助下,联合设计问题被制定为混合布尔分数编程问题,使得它促进了分组,调度和预编码变量的联合更新。此外,提出了几种新颖的优化制剂以揭示目标和相关约束中的凸/凹面结构的隐藏差异。此后,我们提出了一种基于凸凹手术框架的迭代算法,用于每个优化标准,其中分组,调度和预编码变量在每次迭代中联合更新。最后,我们通过Monte-Carlo模拟比较三个性能指标的三个设计标准的表现。这些模拟建立了对MEE的需求和系统优化的改进。

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