Smart cyber–physical systems: toward pervasive intelligence systems

FC Delicato, A Al-Anbuky, I Kevin, K Wang - Future Generation Computer …, 2020 - Elsevier
Cyber–physical systems (CPSs) are the next generation of engineering systems, in which
computing, communication and process control technologies are transparently integrated …

Energy efficient machine learning technique for smart data collection in wireless sensor networks

AG Soundari, VL Jyothi - Circuits, Systems, and Signal Processing, 2020 - Springer
Performance-centric automated system plays a vital role in next-generation wireless
networks. With reduction in size and cost, sensor devices have led to envision a world of …

ML4IoT: A framework to orchestrate machine learning workflows on internet of things data

JM Alves, LM Honório, MAM Capretz - IEEE Access, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) applications generate vast amounts of real-time data. Temporal
analysis of these data series to discover behavioural patterns may lead to qualified …

Modelling Sustainability in Cyber-Physical Systems: A Systematic Mapping Study

A Barisic, J Cunha, I Ruchkin, A Moreira, J Araújo… - 2022 - hal.science
Supporting sustainability through modelling and analysis has become an active area of
research in Software Engineering. Therefore, it is important and timely to survey the current …

[HTML][HTML] Dynamic monitoring frequency for energy-efficient data collection in Internet of Things

JČ Gambiroža, T Mastelić, IN Kosović… - Journal of Computational …, 2022 - Elsevier
With growth of Internet of Things, number of connected sensors increases as well, along with
data being collected by those sensors. Most sensors are battery powered and commonly …

A Middleware architecture for mastering energy consumption in internet of things applications

PV Borges, C Taconet, S Chabridon… - … Conference on ICT …, 2023 - ieeexplore.ieee.org
The Internet of things (IoT) has been identified as a significant contributor to increasing
Information and Communication Technology (ICT) energy consumption in the future …

Deep sleep mode based NodeMCU-enabled humidity sensor nodes monitoring for low-power IoT

KH Kim, HD Kim - Transactions on Electrical and Electronic Materials, 2020 - Springer
In this paper, we provided an efficient way to reduce the power consumption of sensor
nodes in an IoT ecosystem. In many cases, IoT objects are battery powered and need to be …

Middleware supporting PIS: requirements, solutions, and challenges

C Taconet, T Batista, P Borges, G Bouloukakis… - The Evolution of …, 2022 - Springer
In this chapter, we consider the requirements for middleware to support Pervasive
Information Systems (PIS) in the context of the Internet of Things (IoT). With the IoT, PIS …

Adaptive Sampling for Efficient Acoustic Noise Monitoring: An Incremental Learning Approach

F Alawad - 2022 IEEE International Conferences on Internet of …, 2022 - ieeexplore.ieee.org
Sensor nodes deployed for environmental monitoring usually have access to limited
resources. They need a way to prioritize observations in real time in order to maximize the …

Efficient Energy Conservation and Faulty Node Detection on Machine Learning-Based Wireless Sensor Networks

T Amarasimha, VS Rao - International Journal of Grid and High …, 2021 - igi-global.com
Wireless sensor networks are used in machine learning for data communication and
classification. Sensor nodes in network suffer from low battery power, so it is necessary to …