Analyzing D2D mobility: Framework for steady communications and outage periods prediction

S. Fedorov, Anastasia Ivchenko, Y. Orlov, Andrey K. Samuylov, A. Ometov, D. Moltchanov, Yulia Gaidamaka, K. Samouylov
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引用次数: 6

Abstract

The use of direct device-to-device (D2D) communications is expected to drastically increase the spatial frequency reuse significantly improving the capacity of forthcoming fifth generation (5G) cellular systems. The number of D2D pairs operating within the same channel that can be supported in a certain area of interest is limited by the interference imposed by them on each other. In an inherently mobile environment where the users are constantly mobile the decision on enabling a certain number of direct connections should not only be based on the static interference picture but shall consider the changes in the signal-to-interference ratio caused by the user mobility. These changes manifest themselves into steady communications and outages time periods interchanging each other. In this paper, the statistical characteristics of the user mobility periods as a function of the D2D communications range, speed of users, number of communicating pairs and the area of interest is characterized utilizing the generic approach based on the Fokker-Plank equation. We show that although the time-evolution equation for the cumulative distribution function (CDF) of SIR can be written in explicit form for non-stationary movements of nodes, the solution cannot be obtained in closed-form. Using the mixed simulation-analytic approach we propose a generic methodology for performance assessment of time-dependent characteristics such as steady communications and outage time periods.
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分析D2D移动性:稳定通信和中断期预测的框架
直接设备对设备(D2D)通信的使用预计将大幅增加空间频率复用,显著提高即将到来的第五代(5G)蜂窝系统的容量。在同一通道内操作的D2D对的数量可以在某个感兴趣的区域内得到支持,这受到它们相互施加的干扰的限制。在用户不断移动的固有移动环境中,决定是否启用一定数量的直接连接,不仅要基于静态干扰图,还要考虑用户移动所引起的信干扰比的变化。这些变化表现为稳定的通信和相互交换的中断时间。在本文中,利用基于Fokker-Plank方程的通用方法表征了用户移动周期作为D2D通信范围、用户速度、通信对数和感兴趣区域的函数的统计特征。结果表明,对于节点的非平稳运动,SIR的累积分布函数(CDF)的时间演化方程可以用显式形式表示,但其解不能用封闭形式表示。使用混合模拟-分析方法,我们提出了一种通用的方法来评估与时间相关的特性,如稳定通信和中断时间段。
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