Joint Fronthaul and Multicast Beamforming for Ultra-Dense C-RANs

Fangqing Tan, Peiran Wu, M. Jiang, Minghua Xia
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Abstract

This work investigates multicast transmission in ultra-dense cloud radio access networks (C-RANs) with wireless fronthaul. To maximize the weighted sum rate (WSR) of multicast services, joint beamforming for fronthaul and access links are designed, subject to the constraints of fronthaul capacity and transmit powers of small base stations and central processor. The formulated optimization problem is however neither smooth nor convex. For ease of mathematical tractability, the smooth and successive convex approximations are exploited to transform the original problem into a sequence of convex problems, and then a first-order algorithm with low computational complexity is developed to find the optimal solution. Numerical results demonstrate that the proposed first-order algorithm can achieve almost the same WSR as that of traditional second-order approaches yet with much lower computational complexity.
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超密集c - ran的联合前传和组播波束形成
本文研究了具有无线前传的超密集云无线接入网(c - ran)中的组播传输。为了使组播业务的加权和速率(WSR)最大化,在受小型基站和中央处理器的前传容量和发射功率限制的情况下,设计了前传链路和接入链路的联合波束形成。然而,公式优化问题既不是光滑的,也不是凸的。为了便于数学处理,利用光滑和连续的凸逼近将原问题转化为一系列凸问题,然后开发一种计算复杂度低的一阶算法来求最优解。数值结果表明,该一阶算法可以获得与传统二阶方法几乎相同的WSR,但计算复杂度大大降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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