Y. Alaa, H. Elattar, F. Digham, Laila H. Afify, H. Elbadawy
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引用次数: 8
摘要
由于物联网(IOT)的概念,机器对机器(M2M)已经成为一个通用术语。M2M通信有许多实施领域,如医疗、交通、环境监测和智能电网。随着其实施领域的扩展,M2M设备的数量预计将在未来几年内按比例增长。当前的蜂窝网络技术在将QoS作为主要议题的情况下,将无法应对M2M业务数量的预期增长。M2M的许多应用都是延迟敏感的,这将导致物理随机访问信道的开销,此外还缺乏标准化。为了研究不同M2M和H2H流量在AGTI (Access Grant Time Interval)动态控制调度方案下的性能,提出了一种基于非抢占排队模型的模型。这是通过使用M/G/ M/ M队列模型来实现的,该模型关注资源利用率和服务质量(QoS)。所提出的技术实现了更好的延迟降低百分比和更少的丢包百分比。
LTE dynamic scheduling scheme for massive M2M and H2H communication
Machine-to-Machine (M2M) has become a generally used term owing to the concept of the Internet of Things (IOT). M2M communications have numerous areas of implementation such as medicine, transportation, environmental monitoring, and smart grids. As the field of its implementation extends, the number of M2M equipment are projected to grow proportionally in the upcoming few years. Current cellular network technologies will not be able to cope with the expected increase in the number of M2M services while considering QoS as a major topic. Many applications of M2M are delay sensitive that will lead to overhead on the physical random access channel, in addition to the lack of their standardization. In this paper, a model is proposed, by using Non-Preemptive Queuing Model, in order to investigate the performance of different M2M and H2H traffic classes under dynamic Access Grant Time Interval (AGTI) controlled scheduling scheme. This is done by using M/G/m/m queuing model focusing on the resource utilization and the Quality of Service (QoS). The proposed technique achieves a better percentage in delay reduction and a less percentage of packet loss.