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A Propagation-model Empowered Solution for Blind-Calibration of Sensors

Article scientifique 2023 Anglais

Résumé

Calibration of sensors is a major challenge especially in inexpensive sensors and sensors installed in inaccessible locations. The feasibility of calibrating sensors without the need for a standard sensor is called blind calibration. There is very little work in the open literature on totally blind calibration. In this work we model the sensing process as a combination of two processes, viz. propagation of the event through the environment to the sensor and measurement process in the sensor. Based on this, we propose a unique method for calibration in two flavours, viz semi-blind and completely-blind calibration. We show limited results based on simulation showing encouraging results.

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Mishra, A. (2023). A Propagation-model Empowered Solution for Blind-Calibration of Sensors. https://doi.org/10.1109/i2mtc53148.2023.10176033

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Auteur(s)

Amit Kumar Mishra

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