论文标题
基于无人机的IoT网络中CMSA/CA协议的性能分析
Performance Analysis for the CMSA/CA Protocol in UAV-based IoT network
论文作者
论文摘要
基于无人机的基站(UBS),由于其高灵活性和良好的空中无线通道,因此在空中集成网络中发挥了重要作用。尤其是在物联网(IoT)服务中,瑞银可以从IoT设备收集数据收集。但是,由于瑞银的持续活动性,与瑞银不同位置的设备的通信持续时间不仅是限时的,而且彼此之间也有所不同。因此,分析基于无人机的物联网网络的吞吐量性能是一项具有挑战性的任务。因此,在本文中,我们考虑了一个空中网络,在该网络中,无人机直接飞行以基于CSMA/CA协议从IoT设备收集信息。提出了一个分析网络中该协议性能的分析模型。详细说明,我们为网络设置了系统模型,并提出了一个称为退出概率的新概念。然后,引入了修改的马尔可夫链模型,以描述传输状态过渡过程,并对饱和吞吐量进行了准确的理论分析。此外,在模拟部分中讨论了网络参数的效果。
UAV-based base station (UBS) has played an important role in the air-ground integration network due to its high flexibility and nice air-ground wireless channels. Especially in Internet of Things (IoT) services, UBS can provide an efficient way for data collection from the IoT devices. However, due to the continuous mobility of UBS, the communication durations of devices in different locations with the UBS are not only time-limited, but also vary from each other. Therefore, it is a challenging task to analyze the throughput performance of the UAV-based IoT network. Accordingly, in this paper, we consider an air-ground network in which UAV flies straightly to collect information from the IoT devices based on CSMA/CA protocol. An analytical model analyzing the performance of this protocol in the network is proposed. In detail, we set up the system model for the network, and propose a new concept called quitting probability. Then, a modified Markov chain model integrating the quitting probability is introduced to describe the transmission state transition process and an accurately theoretical analysis of saturation throughput is given. In addition, the effects of the network parameters are discussed in the simulation section.