Achieving better indoor air quality with IoT systems for future buildings: Opportunities and challenges

X Dai, W Shang, J Liu, M Xue, C Wang - Science of The Total Environment, 2023 - Elsevier
With the development of IoT technology and low-cost indoor air quality (IAQ) sensors, the IoT-
based IAQ monitoring platform has garnered significant research interest and demonstrated …

A critical review for real-time continuous soil monitoring: Advantages, challenges, and perspectives

Y Fan, X Wang, T Funk, I Rashid… - Environmental …, 2022 - ACS Publications
Most soil quality measurements have been limited to laboratory-based methods that suffer
from time delay, high cost, intensive labor requirement, discrete data collection, and tedious …

Early warning systems for COVID-19 infections based on low-cost indoor air-quality sensors and LPWANs

N Peladarinos, V Cheimaras, D Piromalis, KG Arvanitis… - Sensors, 2021 - mdpi.com
During the last two years, the COVID-19 pandemic continues to wreak havoc in many areas
of the world, as the infection spreads through person-to-person contact. Transmission and …

The state-of-the-art in air pollution monitoring and forecasting systems using IoT, big data, and machine learning

A Gangwar, S Singh, R Mishra, S Prakash - Wireless Personal …, 2023 - Springer
The quality of air is closely linked with the life quality of humans, plantations, and wildlife. It
needs to be monitored and preserved continuously. Transportations, industries, construction …

Review of communication technology in indoor air quality monitoring system and challenges

L Zhao, Y Yang, Z Wu - Electronics, 2022 - mdpi.com
In the past decade, with the development of communication technology, indoor air quality
(IAQ) monitoring technology has made significant progress, which improves the real-time …

Designing an indoor radon risk exposure indicator (Irrei): an evaluation tool for risk management and communication in the IOT age

SI Lopes, LJR Nunes, A Curado - International journal of environmental …, 2021 - mdpi.com
The explosive data growth in the current information age requires consistent new
methodologies harmonized with the new IoT era for data analysis in a space–time context …

Exploring indoor air quality dynamics in developing nations: A perspective from india

P Karmakar, S Pradhan, S Chakraborty - ACM Journal on Computing …, 2024 - dl.acm.org
Indoor air pollution is a major issue in developing countries such as India and Bangladesh,
exacerbated by factors such as traditional cooking methods, insufficient ventilation, and …

Few-Shot Calibration of Low-Cost Air Pollution (PM) Sensors Using Meta Learning

K Yadav, V Arora, M Kumar, SN Tripathi… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Low-cost particulate matter sensors are transforming air quality monitoring because they
have greater mobility as compared to reference monitors. Calibration of these low-cost …

TinyML models for a low-cost air quality monitoring device

INK Wardana, SA Fahmy, JW Gardner - IEEE Sensors Letters, 2023 - ieeexplore.ieee.org
Low-cost air quality monitoring devices can provide high-density spatiotemporal pollution
data, thus offering a better opportunity to apply machine learning (ML). Low-cost sensor …

An IoT enabled air quality monitoring system using LoRa and LPWAN

E Raghuveera, P Kanakaraja… - 2021 5th …, 2021 - ieeexplore.ieee.org
The implementation of traditional air quality monitoring systems has been done with the help
of air quality measuring sensors, Zigbee module, a suitable 16 bit microcontroller, GSM …