Calamity Detection Using Nonparametric Statistics

E. Henrichon, K. Fu
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引用次数: 6

Abstract

The problem of detecting a sudden change or calamity in the normal operation of a control system is investigated for the case of a deterministic system with measurements corrupted by unknown stationary noise. The basic technique concerns the use of nonparametric two-sample tests. As a consequence, the system under observation does not need to be known in detail; all that is required is a set of observations corresponding to the normal operation of the system.
使用非参数统计的灾难检测
针对测量值被未知平稳噪声破坏的确定性系统,研究了控制系统正常运行中的突变或灾难的检测问题。基本技术涉及使用非参数双样本检验。因此,不需要详细了解所观察的系统;所需要的只是一组与系统正常运行相对应的观测结果。
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