Review of the performance of low-cost sensors for air quality monitoring

F Karagulian, M Barbiere, A Kotsev, L Spinelle… - Atmosphere, 2019 - mdpi.com
A growing number of companies have started commercializing low-cost sensors (LCS) that
are said to be able to monitor air pollution in outdoor air. The benefit of the use of LCS is the …

Low-cost outdoor air quality monitoring and sensor calibration: A survey and critical analysis

F Concas, J Mineraud, E Lagerspetz… - ACM Transactions on …, 2021 - dl.acm.org
The significance of air pollution and the problems associated with it are fueling deployments
of air quality monitoring stations worldwide. The most common approach for air quality …

Review of low-cost sensors for indoor air quality: Features and applications

M Ródenas García, A Spinazzé… - Applied Spectroscopy …, 2022 - Taylor & Francis
Humans spend the majority of their time indoors, where they are potentially exposed to
hazardous pollutants. Within this context, over the past few years, there has been an …

Establishing a sustainable low-cost air quality monitoring setup: A survey of the state-of-the-art

MV Narayana, D Jalihal, SMS Nagendra - Sensors, 2022 - mdpi.com
Low-cost sensors (LCS) are becoming popular for air quality monitoring (AQM). They
promise high spatial and temporal resolutions at low-cost. In addition, citizen science …

Intelligent calibration and virtual sensing for integrated low-cost air quality sensors

MA Zaidan, NH Motlagh, PL Fung, D Lu… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
This paper presents the development of air quality low-cost sensors (LCS) with improved
accuracy features. The LCS features integrate machine learning based calibration models …

Evaluation and calibration of a low-cost particle sensor in ambient conditions using machine-learning methods

M Si, Y Xiong, S Du, K Du - Atmospheric Measurement …, 2020 - amt.copernicus.org
Particle sensing technology has shown great potential for monitoring particulate matter (PM)
with very few temporal and spatial restrictions because of its low cost, compact size, and …

Design, calibration, and testing of a mobile sensor system for air pollution and built environment data collection: The urban scanner platform

A Ganji, O Youssefi, J Xu, K Mallinen, M Lloyd… - Environmental …, 2023 - Elsevier
This paper describes a mobile air pollution sampling system, the Urban Scanner, which
aims at gathering dense spatiotemporal air quality data to support urban air quality and …

Network of low-cost air quality sensors for monitoring indoor, outdoor, and personal PM2. 5 exposure in Seattle during the 2020 wildfire season

J He, CH Huang, N Yuan, E Austin, E Seto… - Atmospheric …, 2022 - Elsevier
The increased frequency of wildfires in the Western United States has raised public
awareness of the impact of wildfire smoke on air quality and human health. Exposure to …

Application of combined model of stepwise regression analysis and artificial neural network in data calibration of miniature air quality detector

B Liu, Q Zhao, Y Jin, J Shen, C Li - Scientific reports, 2021 - nature.com
In this paper, six types of air pollutant concentrations are taken as the research object, and
the data monitored by the micro air quality detector are calibrated by the national control …

Wearable system for outdoor air quality monitoring in a WSN with cloud computing: Design, validation and deployment

S Palomeque-Mangut, F Meléndez, J Gómez-Suárez… - Chemosphere, 2022 - Elsevier
Breathing poor-quality air is a global threat at the same level as unhealthy diets or tobacco
smoking, so the availability of affordable instrument for the measurement of air pollutant …