联合波束形成和接收控制的缓存启用云- ran与有限的前传容量

Ashraf Bsebsu, G. Zheng, S. Lambotharan, K. Cumanan, Basil AsSadhan
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引用次数: 4

摘要

缓存是云无线接入网(cloud - ran)缓解前传链路流量负载问题的一种很有前途的解决方案。多用户下行波束形成在满足用户服务质量要求的同时,对频谱和发射功率的有效利用起着重要作用。当用户数量超过网络的服务能力时,某些用户将不得不被丢弃或重新调度。这通常是通过适当的准入控制机制来实现的。在远程无线电头(RRHs)中引入本地存储或缓存,其中缓存了一些流行的内容,我们提出了在下行链路中启用缓存的云- ran的波束形成和允许控制技术。这样可以在允许尽可能多的用户的同时最小化包括电力和前传成本在内的总网络成本。我们将多目标优化问题表述为单目标优化问题。首先将原混合整数非线性规划问题转化为混合整数二阶锥规划形式(MISOCP)。然后使用分支定界算法确定最优解和次最优解。对两种方法的性能进行了仿真研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint beamforming and admission control for cache-enabled Cloud-RAN with limited fronthaul capacity
Caching is a promising solution for the cloud radio access network (Cloud-RAN) to mitigate the traffic load problem in the fronthaul links. Multiuser downlink beamforming plays an important role for efficient utilization of spectrum and transmission power while satisfying the user’s quality of service (QoS) requirements. When the number of users exceeds the serving capacity of the network, certain users will have to be dropped or re-scheduled. This is normally achieved by appropriate admission control mechanisms. Introducing local storage or cache at the remote radio heads (RRHs) where some popular contents are cached, we propose beamforming and admission control technique for cache-enabled Cloud-RAN in the downlink. This minimizes the total network cost including power and fronthaul cost while admitting as many users as possible. We formulate this multi-objective optimization problem as a single objective optimization problem. The original problem which is mixed-integer non-linear program (MINLP) is first co verted to the mixed-integer second order cone programming form (MISOCP). Branch and Bound (BnB) algorithm is then used to determine the optimal and suboptimal solutions. Simulation study has been conducted to assess the performance of both methods.
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