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基于协方差矩阵的S参数测量不确定度评估

Assessment of Measurement Uncertainty for S-Parameter Measurement Based on Covariance Matrix.

作者信息

Zhu Jiangmiao, Wang Yifan, Zhao Kejia, Wang Yidi, Fu Chaoxian, Man Kaige

机构信息

Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China.

National Institute of Metrology, Beijing 100029, China.

出版信息

Sensors (Basel). 2024 Jun 5;24(11):3668. doi: 10.3390/s24113668.

Abstract

S-parameters are widely used to detail the scattering parameters of radio frequency (RF) components and microwave circuit modules. The vector network analyzer (VNA) is the most commonly used device for measuring S-parameters. Given the multiple frequency points, complex values, and intricate uncertainty propagation involved, accurately assessing the uncertainty of S-parameter measurements is difficult. In this study, we proposed a new method for assessing S-parameter uncertainty based on the covariance matrices, tracing back to the nominal uncertainty of calibration standards. First, we analyzed the relevant theory of uncertainty assessment using covariance matrices and subsequently deduced the mechanism of Type B uncertainty propagating from calibration standards to error model coefficients and S-parameter measurements to evaluate Type B measurement uncertainty. In this study, a novel measurement system was constructed for measuring grounded coplanar waveguides by using a VNA and calibration standards with 8- and 12-error models. Initially, the model assessed the Type B uncertainty of measuring four S-parameters of a grounded coplanar waveguide. Next, the VNA calibrated with the 12-error model was used to conduct multiple repeated measurements to assess the Type A uncertainty of the grounded coplanar waveguide. Finally, the composite uncertainty was constructed, which demonstrated that the proposed method can be used for assessing the uncertainty of S-parameters.

摘要

S 参数被广泛用于详细描述射频(RF)组件和微波电路模块的散射参数。矢量网络分析仪(VNA)是测量 S 参数最常用的设备。鉴于涉及多个频率点、复数值以及复杂的不确定度传播,准确评估 S 参数测量的不确定度很困难。在本研究中,我们提出了一种基于协方差矩阵评估 S 参数不确定度的新方法,追溯到校准标准的标称不确定度。首先,我们分析了使用协方差矩阵进行不确定度评估的相关理论,随后推导了 B 类不确定度从校准标准传播到误差模型系数以及 S 参数测量的机制,以评估 B 类测量不确定度。在本研究中,构建了一种新颖的测量系统,通过使用 VNA 和具有 8 误差模型及 12 误差模型的校准标准来测量接地共面波导。最初,该模型评估了测量接地共面波导四个 S 参数的 B 类不确定度。接下来,使用用 12 误差模型校准的 VNA 进行多次重复测量,以评估接地共面波导的 A 类不确定度。最后,构建了合成不确定度,结果表明所提出的方法可用于评估 S 参数的不确定度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c562/11175335/6105e176dc9e/sensors-24-03668-g001.jpg

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