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

Allbwn ymchwil: Cyfraniad at gynhadleddPapuradolygiad gan gymheiriaid

1 Dyfyniad (Scopus)

Crynodeb

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.
Iaith wreiddiolSaesneg
Nifer y tudalennau5
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 22 Mai 2023
Digwyddiad2023 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2023 - Kuala Lumpur, Malaisia
Hyd: 22 Mai 202325 Mai 2023

Cynhadledd

Cynhadledd2023 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2023
Gwlad/TiriogaethMalaisia
DinasKuala Lumpur
Cyfnod22 Mai 202325 Mai 2023

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