Calibration of a cluster of low-cost sensors for the measurement of air pollution in ambient air

Laurent Spinelle, Michel Gerboles, Maria Gabriella Villani, Manuel Aleixandre, Fausto Bonavitacola

Research output: Contribution to conferencePaper

7 Citations (Scopus)

Abstract

Using a clustered system of sensors able to measure O3, NO/NO2, CO and CO2, we want to compare the performance of several calibration methods. Based on the outcome of the single sensor's evaluation, the suitability of this cluster is investigated using deterministic or statistical methods such as multivariate regression and neural networks. The objective of the study is to assess if the measurement uncertainty of sensors can reach the Data Quality Objective of the European Air Quality Directive for indicative methods.
Original languageEnglish
DOIs
Publication statusPublished - 12 Dec 2014
Event13th IEEE SENSORS Conference, SENSORS 2014 - Valencia, Spain
Duration: 12 Dec 2014 → …

Conference

Conference13th IEEE SENSORS Conference, SENSORS 2014
CountrySpain
CityValencia
Period12/12/14 → …

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All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Cite this

Spinelle, L., Gerboles, M., Villani, M. G., Aleixandre, M., & Bonavitacola, F. (2014). Calibration of a cluster of low-cost sensors for the measurement of air pollution in ambient air. Paper presented at 13th IEEE SENSORS Conference, SENSORS 2014, Valencia, Spain. https://doi.org/10.1109/ICSENS.2014.6984922