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软件定义车联网中缓存辅助的NOMA功率分配方案研究

中文摘要英文摘要

由于对丰富多媒体服务的需求日益增长,车联网需要提供海量的设备连接以满足高频谱效率和低延迟的需求。软件定义网络(Software Defined Network,SDN)、缓存和非正交多址接入(Non-Orthogonal Multiple Access,NOMA)被认为是有效解决这些关键挑战的潜在技术。因此,针对软件定义车联网提出了一种缓存辅助的NOMA功率分配方案。首先,针对车联网中车辆总是处于高速运动状态的特点,提出了一种新的簇头选择算法,到达的道路交通将借助SDN进行预测,实现自适应车辆分簇。其次,引入了缓存辅助的NOMA方案,每个车辆在文件缓存阶段使用NOMA原理缓存和请求文件。再次,针对双Nakagami-m衰落条件下的两个簇头车辆通信场景,提出了一种最优功率分配策略,将优化问题公式化为找到每辆车的最佳功率曲线,从而最大化的在每辆车上成功解码目标文件的概率。最后,数值仿真和理论分析表明,所提出的缓存辅助NOMA功率分配方案,性能明显优于传统的NOMA和缓存辅助的OMA(Orthogonal Multiple Access)。

ue to the increasing demand for rich multimedia services, Internet of vehicles needs to provide massive equipment connections to meet the needs of high spectrum efficiency and low delay. Software Defined Network (SDN) , caching and Non-Orthogonal Multiple Access (NOMA) technologies are considered as potential solutions to effectively solve these key challenges. Therefore, this paper proposed a cache aided NOMA power allocation scheme for software defined vehicular network. Firstly, according to the characteristics of vehicles always moving at high speed in Internet of vehicles, the scheme proposed a new cluster head selection algorithm. The arriving road traffic will be predicted with the help of SDN to realize adaptive vehicle clustering. Secondly, the scheme introduced a cache aided NOMA strategy. Each vehicle uses NOMA principle to cache and request files in the file cache stage. Thirdly, for the two cluster head vehicle communication scenarios under the condition of double Nakagami-m fading, the scheme proposed an optimal power allocation strategy. The optimization problem is formulated as finding the optimal power curve of each vehicle, so as to maximize the probability of successfully decoding the target file on each vehicle. Finally, numerical simulation and theoretical analysis show that the performance of the proposed cache aided NOMA power allocation scheme is significantly better than the conventional NOMA and cache aided Orthogonal Multiple Access (OMA) .

顾金媛、张鸿来、章国安

10.12074/202204.00079V1

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车联网非正交多址接入缓存软件定义网络

顾金媛,张鸿来,章国安.软件定义车联网中缓存辅助的NOMA功率分配方案研究[EB/OL].(2022-04-07)[2025-08-16].https://chinaxiv.org/abs/202204.00079.点此复制

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