Resource scheduling in non-orthogonal multiple access (NOMA) based cloud-RAN systems

R. Rai, Huiling Zhu, Jiangzhou Wang
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引用次数: 6

Abstract

Cloud radio access network (C-RAN) is enabling innovation which can address a number of challenges that cellular network operators (CNOs) face while trying to support ever growing end users' needs towards 5th generation (5G) of mobile networks. This paper investigates a scheduling problem to enhance the performance of non-orthogonal multiple access (NOMA) based cloud radio access networks (C-RAN). We consider the downlink of a C-RAN where cloud is responsible for the scheduling policy and formulate the scheduling problem. In this paper non-orthogonal multiple access (NOMA) is adopted and resource scheduling techniques in an unconstrained C-RAN networks are proposed. We design an efficient resource scheduling algorithm to assist the resource scheduling process in NOMA based C-RAN systems. We formulate the problem as binary integer programming (BIP) optimization problem and propose a suboptimal BIP algorithm and a greedy heuristic allocation algorithm which leads to the maximization of throughput in terms of sum rate when compared with the standard techniques. Simulation results shows significant performance improvement with the proposed algorithms.
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基于非正交多址(NOMA)的云- ran系统中的资源调度
云无线接入网(C-RAN)正在实现创新,可以解决蜂窝网络运营商(CNOs)在努力支持不断增长的终端用户对第五代(5G)移动网络需求的同时面临的许多挑战。研究了提高非正交多址(NOMA)云无线接入网(C-RAN)性能的调度问题。我们考虑C-RAN的下行链路,其中云负责调度策略,并制定调度问题。本文采用非正交多址(NOMA)技术,提出了无约束C-RAN网络中的资源调度技术。设计了一种高效的资源调度算法来辅助基于NOMA的C-RAN系统的资源调度过程。我们将该问题表述为二进制整数规划(BIP)优化问题,并提出了次优BIP算法和贪婪启发式分配算法,与标准技术相比,该算法在求和速率方面使吞吐量最大化。仿真结果表明,该算法的性能得到了显著提高。
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