[PDF][PDF] Evaluating low-cost commercially available sensors for air quality monitoring and application of sensor calibration methods for improving accuracy

NH Nguyen, HX Nguyen, TTB Le, CD Vu - 2021 - sadil.ws
In this paper, we present the results of the evaluation of three low-cost laser sensors and
comparison with the standard device Metone Aerocet 531s which is capable of counting …

Reliable low-cost air quality monitoring using off-the-shelf sensors and statistical calibration

DD Drajic, NR Gligoric - Elektronika ir Elektrotechnika, 2020 - eejournal.ktu.lt
Modern cities are densely populated spaces and number of people living in cities is
increasing rapidly by years. The air monitoring stations exist in most of the cities to monitor …

Measurement noise recommendation for efficient Kalman filtering over a large amount of sensor data

S Park, MS Gil, H Im, YS Moon - Sensors, 2019 - mdpi.com
To effectively maintain and analyze a large amount of real-time sensor data, one often uses
a filtering technique that reflects characteristics of original data well. This paper proposes a …

Low-cost air quality sensors: One-year field comparative measurement of different gas sensors and particle counters with reference monitors at tušimice observatory

P Bauerová, A Šindelářová, Š Rychlík, Z Novák… - Atmosphere, 2020 - mdpi.com
With attention increasing regarding the level of air pollution in different metropolitan and
industrial areas worldwide, interest in expanding the monitoring networks by low-cost air …

Optimizing the performance of Kalman filter and alpha-beta filter algorithms through neural network

J Khan, E Lee, K Kim - 2023 9th International Conference on …, 2023 - ieeexplore.ieee.org
In this paper, we have developed two neural network-based algorithms: the neural network-
based Kalman filter (KF) algorithm and the neural network-based alpha-beta (α-β) filter …

[PDF][PDF] Field evaluation of low-cost air quality sensors

A Polidori, V Papapostolou, B Feenstra… - South Coast Air Quality …, 2017 - aqmd.gov
Manufacturers have recently begun marketing low-cost air quality sensors to measure air
pollution, and considering how fast the air monitoring sensor technology is evolving, it is …

Low-cost air quality monitoring system design and comparative analysis with a conventional method

MT Jacob, KN Michaux, B Bertrand… - International Journal of …, 2021 - Springer
This paper deals with the development of a portable electronic device that simultaneously
measures toxic gases and suspended particles in real time. It is based on a microcontroller …

Air pollution prediction using Matérn function based extended fractional Kalman filtering

S Metia, SD Oduro, QP Ha… - 2014 13th International …, 2014 - ieeexplore.ieee.org
It is essential to maintain air quality standards and inform people when air pollutant
concentrations exceed permissible limits. For example, ground-level ozone, a harmful gas …

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 …

Air pollution monitoring via wireless sensor networks: The investigation and correction of the aging behavior of electrochemical gaseous pollutant sensors

I Christakis, O Tsakiridis, D Kandris, I Stavrakas - Electronics, 2023 - mdpi.com
The continuously growing human activity in large and densely populated cities pollutes air
and consequently puts public health in danger. This is why air quality monitoring is …