Fog computing enabled air quality monitoring and prediction leveraging deep learning in IoT

PD Bharathi, VA Narayanan… - Journal of Intelligent & …, 2022 - content.iospress.com
With the rapid industrialization and urbanization worldwide, air quality levels are
deteriorating at an unprecedented rate and posing a substantial threat to humans and the …

[HTML][HTML] Distributed fog computing for Internet of Things (IOT) based ambient data processing and analysis

M Ahmed, R Mumtaz, SMH Zaidi, M Hafeez, SAR Zaidi… - Electronics, 2020 - mdpi.com
Urban centers across the globe are under immense environmental distress due to an
increase in air pollution, industrialization, and elevated living standards. The unmanageable …

A new CEP-based air quality prediction framework for fog based IoT

M Guzel, S Ozdemir - 2019 International Symposium on …, 2019 - ieeexplore.ieee.org
Air pollution (AP) is a major problem for public health. To reduce effect of AP, air quality
monitoring stations are deployed world-wide. But in addition to monitoring, by predicting air …

DeepFogAQ: A fog-assisted decentralized air quality prediction and event detection system

MU Şimsek, İ Kök, S Özdemir - Expert Systems with Applications, 2024 - Elsevier
Air pollution is a pervasive environmental and public health concern, prompting the
imperative development of predictive systems to facilitate proactive interventions. The …

FETCH: a deep learning-based fog computing and IoT integrated environment for healthcare monitoring and diagnosis

P Verma, R Tiwari, WC Hong, S Upadhyay… - IEEE access, 2022 - ieeexplore.ieee.org
These days cloud-based infrastructure is facing many challenges, out of which the major
issue is their syncing data before cutover and data migration. Due to the limited scalability in …

Environmental monitoring based on fog computing paradigm and internet of things

W Wang, C Feng, B Zhang, H Gao - Ieee Access, 2019 - ieeexplore.ieee.org
Providing accurate real-time environmental monitoring services is a meaningful but difficult
task. Whereas recent developments in the Internet of Things and the fog computing …

Intelligent based novel embedded system based IoT enabled air pollution monitoring system

R Senthilkumar, P Venkatakrishnan, N Balaji - Microprocessors and …, 2020 - Elsevier
The rapid growth of industry and transport within this contemporary progress, there was
sufficient consideration given to air quality monitoring; but conventional air quality …

Real time air quality monitoring with fog computing enabled IoT system: an experimental study

KC Serdaroglu, Ş Baydere… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Fog computing has the benefits to handle and reduce data traffic load towards the central
cloud in IoT systems. These benefits are facilitated with the help of offloaded fog services …

[HTML][HTML] Combining fog computing with sensor mote machine learning for industrial IoT

M Lavassani, S Forsström, U Jennehag, T Zhang - Sensors, 2018 - mdpi.com
Digitalization is a global trend becoming ever more important to our connected and
sustainable society. This trend also affects industry where the Industrial Internet of Things is …

Fog computing for next-generation internet of things: fundamental, state-of-the-art and research challenges

A Hazra, P Rana, M Adhikari, T Amgoth - Computer Science Review, 2023 - Elsevier
In recent times, the Internet of Things (IoT) applications, including smart transportation, smart
healthcare, smart grid, smart city, etc. generate a large volume of real-time data for decision …