In the scope of beyond fifth generation (B5G) networks and the massive increase of data-hungry systems, the need of extending conventional single-cloud radio access networks (C-RAN) arises. A compound of several clouds, jointly managing inter-cloud and intra-cloud interference, constitutes a practical solution to cope with requirements of B5G networks. This paper considers a multi-cloud radio access network model (MC-RAN) where each cloud is connected to a distinct set of base stations (BSs) via limited capacity fronthaul links. The BSs are equipped with local cache storage and base-band processing capabilities, as a means to alleviate the fronthaul congestion problem. The paper then investigates the problem of jointly assigning users to clouds and determining their beamforming vectors so as to maximize the network-wide energy efficiency (EE) subject to fronthaul capacity, and transmit power constraints. This paper solves such a mixed discrete-continuous, non-convex optimization problem using fractional programming (FP) and successive inner-convex approximation (SICA) techniques to deal with the non-convexity of the continuous part of the problem, and $l_0$-norm approximation to account for the binary association part. A highlight of the proposed algorithm is its capability of being implemented in a distributed fashion across the network multiple clouds through a reasonable amount of information exchange. The numerical simulations illustrate the pronounced role the proposed algorithm plays in alleviating the interference of large-scale MC-RANs, especially in dense networks.
翻译:在超过第五代(B5G)网络和数据-饥饿系统大规模增加的范围之外,需要扩大常规单一云型无线电接入网络(C-RAN),在超过第五代(B5G)网络和数据-饥饿系统大规模增加的范围内,需要扩大常规单一云型无线电接入网络(C-RAN),一些云层的复合体,共同管理云层间干扰和云层内干扰,是满足B5G网络需求的一个实际解决办法。本文认为多云型无线电接入网络模式(MC-RAN),其中每个云层通过有限的能力前厅链接连接到一组不同的基站(BS),因此,BS具备了本地缓冲存储和基地-频带处理能力,以缓解前厅堵塞的堵塞问题。本文随后调查了将用户联合分配云层和确定矢中矢量的矢量的问题,以便最大限度地提高全网络的能源效率(EE),并传输电力限制。本文件用分解程序(FP)和连续的内凝固型网络(SICA-S-S-S-midial-midial-deal-deal-deal-deal-deal-deal-deal-al-de ex ex-deal-deal-deal-deal-al-dele a a a ex ex ex ex ex ex ex ex-lex ex a a ex a ex ex ex-de ex ex-inal-inal-incal-incal-incalvicalvioltralation ex ex acal ex acal ex ex a ex-inal-inal ex a ex a ex a ex a ex a ex a ex a ex a a ex a ex acal ex acal ex acal ex a ex a ex acal acal ex acal ex acal ex a ex acal ex a ex a ex a ex a ex a ex a ex ex a ex a ex a ex a ex a ex a ex a ex a ex a ex a ex a ex a