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QoS-QoE驱动的VLC/RF异构网络资源分配算法

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为了高效保障可见光通信/射频(VLC/RF)异构网络的服务质量(QoS),同时保障用户体验质量(QoE),提出了一种QoS-QoE驱动的VLC/RF异构网络资源分配算法.首先,根据用户位置和VLC链路遮挡情况分析用户成功接入概率,建立了切换服务模型并求解了服务过程的有效容量.采用中断均匀过程(IUP)来描述流量到达,并计算了 IUP到达的有效带宽.然后,推导了满足时延QoS要求的RF服务速率,并基于QoS与QoE的映射关系,建立QoE评估体系.最后,仿真分析了不同参数对资源分配算法的影响.仿真结果表明,算法能够在保障QoS的同时保障QoE.
Resource allocation algorithm driven by QoS-QoE for VLC/RF heterogeneous networks
To efficiently ensure the quality of service(QoS)and quality of experience(QoE)of visible light communication/radio frequency(VLC/RF)heterogeneous networks,a QoS-QoE driven resource allocation algorithm for VLC/RF heterogeneous net-works is proposed.First,the success access probability of users is analyzed based on their locations and the blocking situation of VLC links,and a switching service model is established to solve the effective capacity of the service process.The interruption u-niform process(IUP)is used to describe the arrival of traffic,and the effective bandwidth of the IUP arrival is calculated.Then,the RF service rate that satisfies the delay QoS requirement is derived,and the QoE evaluation system is established based on the mapping relationship between QoS and QoE.Finally,the influence of different parameters on the resource allocation algorithm is analyzed through simulation.The simulation results show that the algorithm can ensure QoS and QoE at the same time.

heterogeneous networkseffective bandwidtheffective capacityquality of servicequality of experienceresource allocation

孙洪亮、陈同飞、钱磊

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吉林化工学院信息与控制工程学院,吉林吉林 132022

天津工业大学电子与信息工程学院,天津 300387

异构网络 有效带宽 有效容量 服务质量 体验质量 资源分配

2024

光通信技术
中国电子科技集团公司第34研究所

光通信技术

北大核心
影响因子:0.372
ISSN:1002-5561
年,卷(期):2024.48(6)