Research on Visualization Method of Large-scale User Location Distribution Based on CesiumJS

W. Yuan, S. Jianwei
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Abstract

In order to cater to the advanced user positioning function of the Beidou satellite navigation system, the simulated domestic positioning point data is used to realize the visualization of user distribution in the form of a heat map through the Webside 3D visualization technology. In the case of a large amount of rendering data, by optimizing the kernel density estimation algorithm and optimizing the calculation method of the data points in the raster, the effect of real-time rendering of the heat map in the optimal display form is realized with the change of the viewpoint position, and the rendering Performance has been significantly improved.
基于CesiumJS的大规模用户位置分布可视化方法研究
为了迎合北斗卫星导航系统先进的用户定位功能,利用模拟的国内定位点数据,通过Webside三维可视化技术,以热图的形式实现用户分布的可视化。在渲染数据量较大的情况下,通过优化核密度估计算法和优化栅格中数据点的计算方法,实现了随视点位置变化而以最优显示形式实时渲染热图的效果,显著提高了渲染性能。
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