A systematic survey of Internet of Things frameworks for smart city applications

JJP Abadía, C Walther, A Osman, K Smarsly - Sustainable Cities and …, 2022 - Elsevier
Recent developments in smart sensing technologies have fostered the wide-spread
utilization of smart city applications, which rely on Internet of Things (IoT) frameworks to work …

Federated learning for computationally constrained heterogeneous devices: A survey

K Pfeiffer, M Rapp, R Khalili, J Henkel - ACM Computing Surveys, 2023 - dl.acm.org
With an increasing number of smart devices like internet of things devices deployed in the
field, offloading training of neural networks (NNs) to a central server becomes more and …

A Deep CNN-LSTM Model for Particulate Matter (PM2.5) Forecasting in Smart Cities

CJ Huang, PH Kuo - Sensors, 2018 - mdpi.com
In modern society, air pollution is an important topic as this pollution exerts a critically bad
influence on human health and the environment. Among air pollutants, Particulate Matter …

Understanding 'smart cities': Intertwining development drivers with desired outcomes in a multidimensional framework

T Yigitcanlar, M Kamruzzaman, L Buys, G Ioppolo… - Cities, 2018 - Elsevier
The convergence of technology and the city is commonly referred to as the 'smart city'. It is
seen as a possible remedy for the challenges that urbanisation creates in the age of global …

Exploiting IoT and big data analytics: Defining smart digital city using real-time urban data

MM Rathore, A Paul, WH Hong, HC Seo, I Awan… - Sustainable cities and …, 2018 - Elsevier
Integration of all smart systems (such as smart home, smart parking, etc.) and the IoT
devices (such as sensors, actuators, and smartphones) in the city can play a vital role to …

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

FMJ Bulot, SJ Johnston, PJ Basford, NHC Easton… - Scientific reports, 2019 - nature.com
Exposure to ambient particulate matter (PM) air pollution is a leading risk factor for morbidity
and mortality, associated with up to 8.9 million deaths/year worldwide. Measurement of …

Calibration of low-cost PurpleAir outdoor monitors using an improved method of calculating PM2. 5

L Wallace, J Bi, WR Ott, J Sarnat, Y Liu - Atmospheric Environment, 2021 - Elsevier
PM 2.5 hourly average measurements from 33 outdoor PurpleAir particle monitors were
compared with hourly measurements from 27 nearby US EPA Air Quality System (AQS) …

Deep learning for air quality forecasts: a review

Q Liao, M Zhu, L Wu, X Pan, X Tang, Z Wang - Current Pollution Reports, 2020 - Springer
Air pollution is one of major environmental issues in the twenty-first century due to global
industrialization and urbanization. Its mitigation necessitates accurate air quality forecasts …

Internet of Things monitoring system of modern eco-agriculture based on cloud computing

S Liu, L Guo, H Webb, X Ya, X Chang - Ieee Access, 2019 - ieeexplore.ieee.org
In order to enhance the efficiency and safety of production and management of modern
agriculture in China, problems, such as the quality and safety of agricultural products and …

Smarter open government data for society 5.0: are your open data smart enough?

A Nikiforova - Sensors, 2021 - mdpi.com
Nowadays, governments launch open government data (OGD) portals that provide data that
can be accessed and used by everyone for their own needs. Although the potential …