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-  2017 

QTM格网空间中的球面Voronoi图并行生成算法
A Parallel Algorithm for Generating Spherical Voronoi Diagrams in QTM Space

DOI: 10.13203/j.whugis20140910

Keywords: 球面Voronoi图,图形处理器(GPU),统一计算设备架构(CUDA),全球空间格网,四元三角格网(QTM),
spherical Voronoi diagram
,graphics processing unit (GPU),compute unified device architecture (CUDA),global spatial grid,quaternary triangular mesh (QTM)

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Abstract:

根据球面四元三角网(quaternary triangular mesh, QTM)的离散特征及图形处理器(graphics processing unit,GPU)的多线程原理,用距离的计算与比较代替传统的扩张操作,提出了一种基于QTM的球面Voronoi图并行生成算法,并给出了Voronoi边界提取算法。利用C++语言及统一计算设备架构(compute unified device architecture,CUDA)开发了实验系统。实验结果表明,本文算法能够在球面上快速生成点、线、面数据集的Voronoi图,且能够将Voronoi误差控制在两个格网以内。同时,GPU并行计算的使用,提高了算法的效率

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