AirMLP: A Multilayer Perceptron Neural Network for Temporal Correction of PM2.5 Values in Turin

Published in Sensors 23, 2023

Recommended citation: Casari, M.; Po, L.; Zini, L. AirMLP: A Multilayer Perceptron Neural Network for Temporal Correction of PM2.5 Values in Turin. Sensors 2023, 23, 9446. https://doi.org/10.3390/s23239446

This paper shows a new method for processing data from a low-cost sensor which predicted values of PM2.5 suffer of low accuracy. This method shows how to manage the data in order to allows a neural network to predict its correct value.

Download paper here

Recommended citation: Casari, M.; Po, L.; Zini, L. AirMLP: A Multilayer Perceptron Neural Network for Temporal Correction of PM2.5 Values in Turin. Sensors 2023, 23, 9446. https://doi.org/10.3390/s23239446