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Benefits and Impact of Cloud Computing on 5G Signal Processing: Flexible centralization through cloud-RAN

机译:云计算对5G信号处理的好处和影响:通过cloud-RAN的灵活集中化

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摘要

Cloud computing draws significant attention in the information technology (IT) community as it provides ubiquitous on-demand access to a shared pool of configurable computing resources with minimum management effort. It gains also more impact on the communication technology (CT) community and is currently discussed as an enabler for flexible, cost-efficient and more powerful mobile network implementations. Although centralized baseband pools are already investigated for the radio access network (RAN) to allow for efficient resource usage and advanced multicell algorithms, these technologies still require dedicated hardware and do not offer the same characteristics as cloud-computing platforms, i.e., on-demand provisioning, virtualization, resource pooling, elasticity, service metering, and multitenancy. However, these properties of cloud computing are key enablers for future mobile communication systems characterized by an ultradense deployment of radio access points (RAPs) leading to severe multicell interference in combination with a significant increase of the number of access nodes and huge fluctuations of the rate requirements over time. In this article, we will explore the benefits that cloud computing offers for fifth-generation (5G) mobile networks and investigate the implications on the signal processing algorithms.
机译:云计算在信息技术(IT)社区中引起了极大的关注,因为它以最少的管理工作就可以按需访问共享的可配置计算资源池。它还对通信技术(CT)社区产生了更大的影响,目前正在讨论它作为灵活,经济高效且功能更强大的移动网络实现的推动力。尽管已经针对无线接入网(RAN)研究了集中式基带池,以实现有效的资源利用和先进的多小区算法,但是这些技术仍需要专用硬件,并且无法提供与云计算平台相同的特性,即按需供应,虚拟化,资源池,弹性,服务计量和多租户。然而,云计算的这些特性是未来移动通信系统的关键推动力,其特征是无线电接入点(RAP)的超密集部署会导致严重的多小区干扰,同时接入节点数量的显着增加和速率的巨大波动随着时间的流逝。在本文中,我们将探讨云计算为第五代(5G)移动网络提供的好处,并研究对信号处理算法的影响。

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