Resource-efficient and robust validation of complex measurement system that would require millions of test permutations for comprehensive coverage is an unsolved problem. In the paper, a general, robust, trustworthy, efficient, and comprehensive validation approach based on a Gaussian Process Interpolation (GPI)-model of the test-system has been developed that can operate system-agnostically, prevents calibration to known validation benchmarks, and supports large configuration spaces. The approach includes three steps that can be performed independently by different parties: 1) GPI-model creation, 2) model confirmation, and 3) model-based critical search for failures. The new apporach has been applied to two systems utilizing different measurement methods, i.e., robot-scanning and fixed sensor array, for compliance testing of radiofrequency-emitting devices with the objective to demonstrate validity and equivalence of the two systems. The result demonstrate that measurement system validation is feasible within a single day by a test-lab or the user. It has been proposed to the standardization committees as a proposal to unify and strengthen the current IEC 62209-1528 and IEC 62209-3 standards, resulting in a pragmatic approach for establishing validity and effective equivalence of the two measurement device classes.
翻译:在本文件中,基于高斯进程内插(GPI)模型的测试系统开发了一种通用的、稳健的、可信赖的、高效的和全面的验证方法,用于对射频发射装置进行合规测试,目的是显示两种系统的有效性和对等性,结果显示测试实验室或用户在一天之内通过测试实验室或用户进行测量系统验证是可行的,建议标准化委员会统一和加强目前的IEC 62209-1528和IEC 62209-3标准,从而形成一种务实的方法,确定两种测量装置的有效性和有效等同性。