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Content-Centric Sparse Multicast Beamforming for Cache-Enabled Cloud RAN

机译:用于缓存的云RaN的以内容为中心的稀疏多播波束成形

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摘要

This paper presents a content-centric transmission design in a cloud radioaccess network (cloud RAN) by incorporating multicasting and caching. Usersrequesting a same content form a multicast group and are served by a samecluster of base stations (BSs) cooperatively. Each BS has a local cache and itacquires the requested contents either from its local cache or from the centralprocessor (CP) via backhaul links. We investigate the dynamic content-centricBS clustering and multicast beamforming with respect to both channel conditionand caching status. We first formulate a mixed-integer nonlinear programmingproblem of minimizing the weighted sum of backhaul cost and transmit powerunder the quality-of-service constraint for each multicast group. Theoreticalanalysis reveals that all the BSs caching a requested content can be includedin the BS cluster of this content, regardless of the channel conditions. Thenwe reformulate an equivalent sparse multicast beamforming (SBF) problem. Byadopting smoothed $\ell_0$-norm approximation and other techniques, the SBFproblem is transformed into the difference of convex (DC) programs andeffectively solved using the convex-concave procedure algorithms. Simulationresults demonstrate significant advantage of the proposed content-centrictransmission. The effects of three heuristic caching strategies are alsoevaluated.
机译:本文通过结合多播和缓存提出了一种以内容为中心的传输设计,它以云无线接入网(云RAN)的形式出现。请求相同内容的用户形成一个多播组,并由同一基站(BS)共同提供服​​务。每个BS具有本地缓存​​,并且它经由回程链路从其本地缓存或从中央处理器(CP)获取所请求的内容。我们针对信道条件和缓存状态研究了动态的以内容为中心的BS聚类和组播波束成形。我们首先提出了一个混合整数非线性规划问题,该问题使每个组播组在服务质量约束下最小化回程成本和发射功率的加权和。理论分析表明,所有缓存请求内容的BS都可以包含在此内容的BS群集中,而与信道条件无关。然后,我们重新提出一个等效的稀疏多播波束成形(SBF)问题。通过采用平滑的$ \ ell_0 $-范数逼近等技术,将SBF问题转化为凸(DC)程序的差分,并使用凸凹过程算法进行有效求解。仿真结果证明了所提出的以内容为中心的传输的显着优势。还评估了三种启发式缓存策略的效果。

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