Hybrid Scheduling/Signal-Level Coordination in the Downlink of Multi-Cloud Radio-Access Networks

被引:4
|
作者
Douik, Ahmed [1 ]
Dahrouj, Hayssam [2 ]
Al-Naffouri, Tareq Y. [3 ,4 ]
Alouini, Mohamed-Slim [3 ]
机构
[1] CALTECH, Pasadena, CA 91125 USA
[2] Effat Univ, Jeddah, Saudi Arabia
[3] King Abdullah Univ Sci & Technol KAUST, Thuwal, Saudi Arabia
[4] King Fahd Univ Petr & Minerals KFUPM, Dhahran, Saudi Arabia
关键词
Multi-cloud networks; coordinated scheduling; scheduling-level coordination; signal-level coordination; maximum-weight independent set problem;
D O I
10.1109/GLOCOM.2015.7417578
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the context of resource allocation in cloud-radio access networks, recent studies assume either signal-level or scheduling-level coordination. This paper, instead, considers a hybrid level of coordination for the scheduling problem in the downlink of a multi-cloud radio-access network, so as to benefit from both scheduling policies. Consider a multi-cloud radio access network, where each cloud is connected to several base-stations (BSs) via high capacity links, and therefore allows joint signal processing between them. Across the multiple clouds, however, only scheduling-level coordination is permitted, as it requires a lower level of backhaul communication. The frame structure of every BS is composed of various time/frequency blocks, called power-zones (PZs), and kept at fixed power level. The paper addresses the problem of maximizing a network-wide utility by associating users to clouds and scheduling them to the PZs, under the practical constraints that each user is scheduled, at most, to a single cloud, but possibly to many BSs within the cloud, and can be served by one or more distinct PZs within the BSs' frame. The paper solves the problem using graph theory techniques by constructing the conflict graph. The scheduling problem is, then, shown to be equivalent to a maximum-weight independent set problem in the constructed graph, in which each vertex symbolizes an association of cloud, user, BS and PZ, with a weight representing the utility of that association. Simulation results suggest that the proposed hybrid scheduling strategy provides appreciable gain as compared to the scheduling-level coordinated networks, with a negligible degradation to signal-level coordination.
引用
收藏
页数:6
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