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A new analytical method in user mobility modelling in wireless network

机译:无线网络中用户移动性建模的一种新分析方法

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In mobile communications, mobility modeling is involved in several aspects related to signaling and traffic load analysis. In particular, the accuracy of mobility models becomes essential for the evaluation of system design alternatives and network implementation cost issues. In this paper, we propose a new mobility model, which is appropriate for the analysis of the full range of mobile communications design issues. This model provides different levels of details of the user mobility behavior and can be adapted on any environment topology. This model is based on the direction of user movements that are modeled by discrete time, discrete state Gauss-Markov model and also, is based on the user velocity that is modeled as a variable mean and variance Gaussian process.
机译:在移动通信中,移动性建模涉及与信令和流量负载分析有关的几个方面。特别是,移动性模型的准确性对于评估系统设计替代方案和网络实施成本问题至关重要。在本文中,我们提出了一种新的移动性模型,该模型适用于分析所有范围的移动通信设计问题。此模型提供了不同级别的用户移动行为细节,并且可以在任何环境拓扑上进行调整。该模型基于通过离散时间,离散状态高斯-马尔可夫模型建模的用户移动方向,并且还基于建模为可变均值和方差高斯过程的用户速度。

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