蒙特卡罗法测量微波功率的不确定度分析

Cui Xiao-hai, Liu Xin-meng
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引用次数: 1

摘要

蒙特卡罗方法是一种统计模拟方法。蒙特卡罗方法可以解决计量数学模型中许多复杂的变换和非线性问题。因此,蒙特卡罗方法是近年来计量中不确定度分析的常用方法。对于微波功率的测量,由于不确定度的精确模型过于复杂,传统的不确定度分析忽略或高估了某些不确定度。本文首先尝试给出一个完善的微波功率测量不确定度模型,然后讨论了用蒙特卡罗方法评定微波功率测量不确定度的方法,包括数学建模和蒙特卡罗仿真。给出了用蒙特卡罗方法进行分析的结果。
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Uncertainty analysis of microwave power measurement with Monte Carlo method
Monte Carlo Method is a kind of statistic simulation method. Many complicated transform and nonlinear problems in mathematic model of metrology can be solved with Monte Carlo Method. So Monte Carlo Method is frequently used for uncertainty analysis in metrology recent years. As to measurement of microwave power, traditional uncertainty analysis ignores or over-estimates some uncertainty because the precise model of uncertainty is too complicated to use. This paper firstly tries to provide a perfect model of microwave power measurement uncertainty and then discusses uncertainty evaluation by Monte Carlo Method including mathematic modeling and Monte Carlo simulation. Analyzed results with Monte Carlo Method are also provided.
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