多传感器系统中传感器可靠性排序的一种方法:区间数情况

2020 IEEE 2nd International Conference on Advanced Trends in Information Theory (ATIT) Pub Date : 2020-11-25 DOI:10.1109/ATIT50783.2020.9349318

M. Popov, Alpert Sofiia, Alpert Maksym, O. Zaitsev, Ruslana G. Stambirska

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引用次数: 0

摘要

提出了一种多传感器系统中传感器信息可靠性排序方法。当数据集用区间值数字表示时，会考虑这种情况。任何传感器的信息可靠性都是基于其数据与系统中其他传感器数据的接近程度的估计来计算的。为了评估接近度，应用了三个度量:Wasserstein, Hausdorff-Chavent和欧几里得度量。最后通过数值算例说明了该方法的应用。

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A Method to Ranking Reliability of Sensors of Multisensor System: Interval-Valued Number Case

A method to ranking information reliability of sensors of multisensor system is proposed. The case is considered when the set of data is represented by interval-valued numbers. The information reliability of any sensor is calculated based on estimates of the proximity of its data to the data of the other sensors of system. To assess the proximity three metric are applied: Wasserstein, Hausdorff-Chavent, and Euclidean ones. The numerical example is given to exemplify the application of the proposed method.

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2020 IEEE 2nd International Conference on Advanced Trends in Information Theory (ATIT)

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