基于Voronoi图约束的非线性优化闪电定位算法的初步研究

Yu Wang, S. Gu, Gang Meng, Jian Li, Z.-Q. Feng, Chang-sheng Li
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引用次数: 0

摘要

本文提出了一种以Voronoi图作为非线性优化约束的闪电定位算法。从公开文献来看,这是第一次引入Voronoi图的概念来解决闪电定位问题。Voronoi图用于识别离源最近的站点,并确定包含源的小区域(Voronoi单元)。通过这一步骤,源的位置被显著地缩小到一个子区域,然后使用约束非线性优化方法来估计源的准确位置。假设一个分布式网络和一个单一的雷电源,进行了一个简单的仿真来评估该算法。与传统算法的比较表明,将Voronoi图集成到闪电定位技术中是有希望的。
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Preliminary Study on A Lightning Location Algorithm with Voronoi Diagram as the Constraint for Nonlinear Optimization
In this paper, we propose a lightning location algorithm with the Voronoi diagram as the constraint for nonlinear optimization. From the open literature, this is the first time the Voronoi diagram concept is introduced to address the lightning location problem. The Voronoi diagram is employed to identify the station closest to the source and determine a small region (Voronoi cell) that contained the source. Through such a step, the location of the source is dramatically narrowed down to a subregion within which the constraint nonlinear optimization method is then used to estimate the accurate location of the source. A simple simulation, assuming a distributed network and a single lightning source, is conducted to assess the algorithm. A comparison with the conventional algorithms suggests promising integration of the Voronoi diagram into the lightning location technique.
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