IEEE Transactions on Instrumentation and Measurement · 2023 · 24 citations · 24 references
EngineeringSystems EngineeringMetrologyPropagationUncertainty QuantificationCalibrationMeasurement UncertaintyProbabilistic ModelingPropagation Of UncertaintyUncertainty AnalysisUncertainty EstimationCalibration Uncertainty AnalysisCalibration Uncertainty PropagationMeasurement Uncertainty EstimationMeasurement Uncertainty EvaluationMonte Carlo AnalysisMonte Carlo Propagation Of UncertaintyMonte Carlo Uncertainty PropagationUncertainty Budget
This study proposes a linear approach for propagating uncertainties in the multiline thru-reflect-line (TRL) calibration method for vector network analyzers. The multiline TRL formulation we are proposing applies the law of uncertainty propagation as outlined in the ISO Guide to the Expression of Uncertainty in Measurement (GUM) to both measurement and model uncertainties. In addition, we conducted a Monte Carlo analysis using a combination of measured and synthetic data to model various uncertainties, such as measurement noise, reflect asymmetry, line mismatch, and line length offset. The results of our linear uncertainty formulation demonstrate agreement with the Monte Carlo analysis and provide a more efficient means of assessing the uncertainty budget of the multiline TRL calibration.
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The Approximation of One Matrix by Another of Lower Rank
Carl Eckart, Gale Young · Psychometrika · 1936 · 3.8K citations
SYMMETRIC GAUGE FUNCTIONS AND UNITARILY INVARIANT NORMS
L. Mirsky · The Quarterly Journal of Mathematics · 1960 · 626 citations · Full text