Data-Driven Techniques for Low-Cost Sensor Selection and Calibration for the Use Case of Air Quality Monitoring

Toward Massive Scale Air Quality Monitoring

(2020) Naser Hossein Motlagh et al.   IEEE COMMUNICATIONS MAGAZINE

Development of low-cost indoor air quality monitoring devices: Recent advancements

(2020) H. Chojer et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Intelligent Calibration and Virtual Sensing for Integrated Low-Cost Air Quality Sensors

(2020) Martha Arbayani Zaidan et al.   IEEE SENSORS JOURNAL

Indoor Air Pollution from Residential Stoves: Examining the Flooding of Particulate Matter into Homes during Real-World Use

(2020) Rohit Chakraborty et al.   Atmosphere

A systematic investigation on the effects of temperature and relative humidity on the performance of eight low-cost particle sensors and devices

(2020) Yangyang Zou et al.   JOURNAL OF AEROSOL SCIENCE

Association of environmental and meteorological factors on the spread of COVID-19 in Victoria, Mexico, and air quality during the lockdown

(2020) Edgar Tello-Leal et al.   ENVIRONMENTAL RESEARCH

An Intelligent IoT-Based Food Quality Monitoring Approach Using Low-Cost Sensors

(2019) Alexandru Popa et al.   Symmetry-Basel

Analysing the performance of low-cost air quality sensors, their drivers, relative benefits and calibration in cities—a case study in Sheffield

(2019) Said Munir et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Self-calibration methods for uncontrolled environments in sensor networks: A reference survey

(2019) Jose M. Barcelo-Ordinas et al.   Ad Hoc Networks

Fine particle mass monitoring with low-cost sensors: Corrections and long-term performance evaluation

(2019) Carl Malings et al.   AEROSOL SCIENCE AND TECHNOLOGY

Long-term field comparison of multiple low-cost particulate matter sensors in an outdoor urban environment

(2019) Florentin M. J. Bulot et al.   Scientific Reports

In search of an optimal in-field calibration method of low-cost gas sensors for ambient air pollutants: Comparison of linear, multilinear and artificial neural network approaches

(2019) Dušan B. Topalović et al.   ATMOSPHERIC ENVIRONMENT

Feature selection based convolutional neural network pruning and its application in calibration modeling for NIR spectroscopy

(2019) Yuan-yuan Chen et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Review of the Performance of Low-Cost Sensors for Air Quality Monitoring

(2019) Federico Karagulian et al.   Atmosphere

Development of a new multi-layer perceptron based soft sensor for SO2 emissions in power plant

(2019) Kai Sun et al.   JOURNAL OF PROCESS CONTROL

Design of Internet of Things (IoT) and Android Based Low Cost Health Monitoring Embedded System Wearable Sensor for Measuring SpO2, Heart Rate and Body Temperature Simultaneously

(2019) Mian Mujtaba Ali et al.   WIRELESS PERSONAL COMMUNICATIONS

Applications of low-cost sensing technologies for air quality monitoring and exposure assessment: How far have they gone?

(2018) Lidia Morawska et al.   ENVIRONMENT INTERNATIONAL

Using statistical methods to carry out in field calibrations of low cost air quality sensors

(2018) José María Cordero et al.   SENSORS AND ACTUATORS B-CHEMICAL

A Survey on Sensor Calibration in Air Pollution Monitoring Deployments

(2018) Balz Maag et al.   IEEE Internet of Things Journal

Solution to the Problem of Calibration of Low-Cost Air Quality Measurement Sensors in Networks

(2018) Georgia Miskell et al.   ACS Sensors

Use of networks of low cost air quality sensors to quantify air quality in urban settings

(2018) Olalekan A.M. Popoola et al.   ATMOSPHERIC ENVIRONMENT

Development of Low-Cost Air Quality Stations for Next Generation Monitoring Networks: Calibration and Validation of PM2.5 and PM10 Sensors

(2018) Alice Cavaliere et al.   SENSORS

Sensor Selection to Improve Estimates of Particulate Matter Concentration from a Low-Cost Network

(2018) Sinan Sousan et al.   SENSORS

A Survey and Comparison of Low-Cost Sensing Technologies for Road Traffic Monitoring

(2018) Marcin Bernas et al.   SENSORS

Field and Laboratory Evaluations of the Low-Cost Plantower Particulate Matter Sensor

(2018) Misti Levy Zamora et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Evaluation of Low-Cost Sensors for Ambient PM2.5 Monitoring

(2018) Marek Badura et al.   Journal of Sensors

Mapping urban air quality in near real-time using observations from low-cost sensors and model information

(2017) Philipp Schneider et al.   ENVIRONMENT INTERNATIONAL

Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates?

(2017) Nuria Castell et al.   ENVIRONMENT INTERNATIONAL

End-user perspective of low-cost sensors for outdoor air pollution monitoring

(2017) Aakash C. Rai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Field calibration of a cluster of low-cost commercially available sensors for air quality monitoring. Part B: NO, CO and CO 2

(2017) Laurent Spinelle et al.   SENSORS AND ACTUATORS B-CHEMICAL

Real-time sensors for indoor air monitoring and challenges ahead in deploying them to urban buildings

(2016) Prashant Kumar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Next Generation Air Quality Platform: Openness and Interoperability for the Internet of Things

(2016) Alexander Kotsev et al.   SENSORS

Laboratory Evaluation and Calibration of Three Low-Cost Particle Sensors for Particulate Matter Measurement

(2015) Yang Wang et al.   AEROSOL SCIENCE AND TECHNOLOGY

The rise of low-cost sensing for managing air pollution in cities

(2015) Prashant Kumar et al.   ENVIRONMENT INTERNATIONAL

Long-term Exposure to Fine Particulate Matter Air Pollution and Mortality Among Canadian Women

(2015) Paul J. Villeneuve et al.   EPIDEMIOLOGY

A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems

(2015) Wei Yi et al.   SENSORS

Field calibration of a cluster of low-cost available sensors for air quality monitoring. Part A: Ozone and nitrogen dioxide

(2015) Laurent Spinelle et al.   SENSORS AND ACTUATORS B-CHEMICAL

A Low-Cost Sensor Network for Real-Time Monitoring and Contamination Detection in Drinking Water Distribution Systems

(2014) Theofanis P. Lambrou et al.   IEEE SENSORS JOURNAL

The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks

(2013) M.I. Mead et al.   ATMOSPHERIC ENVIRONMENT

A Survey on Gas Sensing Technology

(2012) Xiao Liu et al.   SENSORS