Cloud radio access networks (C-RAN) in mobile cloud computing systems

Yegui Cai, Fei Yu, Shengrong Bu
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引用次数: 39

Abstract

Cloud computing will have profound impacts on wireless networks. On one hand, the integration of cloud computing into the mobile environment enables mobile cloud computing (MCC) systems; on the other hand, the powerful computing platforms in the cloud for radio access networks lead to a novel concept of cloud radio access networks (C-RAN). In this paper, we study the topology configuration and rate allocation problem in C-RAN with the objective of optimizing the end-to-end performance of MCC users in next generation wireless networks. An intrinsic issue related to such system is that only sub-optimal decisions can be made due to the fact that the channel state information is outdated. We employ a decision-theoretic framework to tackle this issue, and maximize the system throughput with constraints on the response latency experienced by each MCC user. Using simulation results, we show that, with the emergence of MCC and C-RAN technologies, the design and operation of future mobile wireless networks can be significantly affected by cloud computing, and the proposed scheme is capable of achieving substantial performance gains over existing schemes.
移动云计算系统中的云无线接入网络(C-RAN)
云计算将对无线网络产生深远的影响。一方面,云计算与移动环境的集成使移动云计算(MCC)系统成为可能;另一方面,无线接入网络的强大云计算平台导致了云无线接入网络(C-RAN)的新概念。本文以优化下一代无线网络中MCC用户的端到端性能为目标,研究了C-RAN中的拓扑配置和速率分配问题。与这种系统相关的一个内在问题是,由于通道状态信息过时,只能做出次优决策。我们采用决策理论框架来解决这个问题,并通过限制每个MCC用户所经历的响应延迟来最大化系统吞吐量。通过仿真结果,我们表明,随着MCC和C-RAN技术的出现,未来移动无线网络的设计和运行可能会受到云计算的显著影响,并且所提出的方案能够实现比现有方案显著的性能提升。
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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