使用质心Voronoi镶嵌的负载-拉力测量

P. Barmuta, Konstanty Lukasik, F. Ferranti, G. P. Gibiino, A. Lewandowski, D. Schreurs
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引用次数: 1

摘要

在本文中,我们提出了质心Voronoi镶嵌作为一种实验设计的载荷-拉力测量。与载荷-拉力测量中常见的其他实验设计相反,质心Voronoi镶嵌直接针对变量输入空间的最均匀覆盖。这允许最小化从空间的任何点到最近样本的平均距离和最大距离,因此,最大化信息增益。在放大器的负载-拉力测量中评估了质心Voronoi镶嵌。结果表明,采用质心Voronoi镶嵌可以在更少的样本内达到更高的模型精度,从而最大限度地减少了载荷-拉力测量的总时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load-pull measurements using Centroidal Voronoi Tessellation
In this paper, we propose the Centroidal Voronoi Tessellation as a design of experiments for load-pull measurements. Contrary to other designs of experiments common in load-pull measurements, the Centroidal Voronoi Tessellation directly aims at the most uniform coverage of the input space of variables. This allows minimizing the mean and maximum distance from any point of the space to the closest sample, and as such, maximizing the information gain. The Centroidal Voronoi Tessellation is evaluated in the load-pull measurements of an amplifier. It is shown that employing Centroidal Voronoi Tessellation enables reaching higher model accuracies within less samples, which minimizes the total time of the load-pull measurements.
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