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A Propagation-model Empowered Solution for Blind-Calibration of Sensors by Mishra, Amit Kumar is a scholarly article available to read on EtoBox.

What is A Propagation-model Empowered Solution for Blind-Calibration of Sensors about?

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.

Author

Mishra, Amit Kumar

Published

2023

Language

EN