Framework for the Simulation of Sensor Networks Aimed at Evaluating In Situ Calibration Algorithms.

ABSTRACT: The drastically increasing availability of low-cost sensors for environmental monitoring has fostered a large interest in the literature. One particular challenge for such devices is the fast degradation over time of the quality of their data. Therefore, the instruments require frequent calibrations. Traditionally, this operation is carried out on each sensor in dedicated laboratories. This is not economically sustainable for dense networks of low-cost sensors. An alternative that has been investigated is in situ calibration: exploiting the properties of the sensor network, the instruments are calibrated while staying in the field and preferably without any physical intervention. The literature indicates there is wide variety of in situ calibration strategies depending on the type of senso

SUBMITTER: Delaine F 

PROVIDER: S-EPMC7472635 | biostudies-literature | 2020 Aug

REPOSITORIES: biostudies-literature