Liu Zhongyu, Guo Lixin, Guan Xiaowei, Sun Jiejing
J Opt Soc Am A Opt Image Sci Vis. 2016 Sep 1;33(9):1738-46. doi: 10.1364/JOSAA.33.001738.
The ray-tracing (RT) algorithm, which is based on geometrical optics and the uniform theory of diffraction, has become a typical deterministic approach of studying wave-propagation characteristics. Under urban microcellular environments, the RT method highly depends on detailed environmental information. The aim of this paper is to provide help in selecting the appropriate level of accuracy required in building databases to achieve good tradeoffs between database costs and prediction accuracy. After familiarization with the operating procedures of the RT-based prediction model, this study focuses on the effect of errors in environmental information on prediction results. The environmental information consists of two parts, namely, geometric and electrical parameters. The geometric information can be obtained from a digital map of a city. To study the effects of inaccuracies in geometry information (building layout) on RT-based coverage prediction, two different artificial erroneous maps are generated based on the original digital map, and systematic analysis is performed by comparing the predictions with the erroneous maps and measurements or the predictions with the original digital map. To make the conclusion more persuasive, the influence of random errors on RMS delay spread results is investigated. Furthermore, given the electrical parameters' effect on the accuracy of the predicted results of the RT model, the dielectric constant and conductivity of building materials are set with different values. The path loss and RMS delay spread under the same circumstances are simulated by the RT prediction model.
基于几何光学和一致性绕射理论的射线追踪(RT)算法,已成为研究电波传播特性的一种典型确定性方法。在城市微蜂窝环境下,RT方法高度依赖详细的环境信息。本文旨在为选择构建数据库所需的适当精度水平提供帮助,以便在数据库成本和预测精度之间实现良好的权衡。在熟悉基于RT的预测模型的操作流程后,本研究聚焦于环境信息中的误差对预测结果的影响。环境信息由两部分组成,即几何参数和电气参数。几何信息可从城市数字地图获取。为研究几何信息(建筑物布局)不准确对基于RT的覆盖预测的影响,基于原始数字地图生成了两种不同的人工错误地图,并通过将使用错误地图的预测结果与测量结果进行比较,以及将使用错误地图的预测结果与使用原始数字地图的预测结果进行比较,进行了系统分析。为使结论更具说服力,还研究了随机误差对均方根时延扩展结果的影响。此外,鉴于电气参数对RT模型预测结果准确性的影响,对建筑材料的介电常数和电导率设置了不同值。通过RT预测模型模拟了相同情况下的路径损耗和均方根时延扩展。