2024
DOI: 10.3390/s24103068
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Electrical Sensor Calibration by Fuzzy Clustering with Mandatory Constraint

Shihong Yue,
Keyi Fu,
Liping Liu
et al.

Abstract: Electrical tomography sensors have been widely used for pipeline parameter detection and estimation. Before they can be used in formal applications, the sensors must be calibrated using enough labeled data. However, due to the high complexity of actual measuring environments, the calibrated sensors are inaccurate since the labeling data may be uncertain, inconsistent, incomplete, or even invalid. Alternatively, it is always possible to obtain partial data with accurate labels, which can form mandatory constrai… Show more

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