A Gaussian Process Based Approach for Validation of Multi-Variable Measurement Systems: Application to SAR Measurement Systems

Resource-efficient and robust validation of systems designed to measure a multi-dimensional parameter space is an unsolved problem as it would require millions of test permutations for comprehensive validation coverage. In the paper, an efficient and comprehensive validation approach based on a Gaus...

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發表在:	IEEE Access
Main Authors:	Cedric Bujard, Esra Neufeld, Mark Douglas, Joe Wiart, Niels Kuster
格式:	Article
語言:	英语
出版:	IEEE 2024-01-01
主題:	Failure detection Gaussian process surrogate implementation-agnostic system validation SAR measurement standard SAR measurement systems
在線閱讀:	https://ieeexplore.ieee.org/document/10508588/