A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion

W Ding, X Jing, Z Yan, LT Yang - Information Fusion, 2019 - Elsevier
Abstract Internet of Things (IoT) aims to create a world that enables the interconnection and
integration of things in physical world and cyber space. With the involvement of a great …

Data fusion and IoT for smart ubiquitous environments: A survey

F Alam, R Mehmood, I Katib, NN Albogami… - Ieee …, 2017 - ieeexplore.ieee.org
The Internet of Things (IoT) is set to become one of the key technological developments of
our times provided we are able to realize its full potential. The number of objects connected …

A roadmap towards energy‐efficient data fusion methods in the Internet of Things

B Pourghebleh, N Hekmati… - Concurrency and …, 2022 - Wiley Online Library
Nowadays, with the rapid progress of Internet‐based and distributed systems such as cloud
computing, peer‐to‐peer networking, and Internet of Things (IoT), significant improvements …

[HTML][HTML] An overview of IoT sensor data processing, fusion, and analysis techniques

R Krishnamurthi, A Kumar, D Gopinathan, A Nayyar… - Sensors, 2020 - mdpi.com
In the recent era of the Internet of Things, the dominant role of sensors and the Internet
provides a solution to a wide variety of real-life problems. Such applications include smart …

[HTML][HTML] Hierarchical data fusion for smart healthcare

R Dautov, S Distefano, R Buyya - Journal of Big Data, 2019 - Springer
Abstract The Internet of Things (IoT) facilitates creation of smart spaces by converting
existing environments into sensor-rich data-centric cyber-physical systems with an …

City data fusion: Sensor data fusion in the internet of things

M Wang, C Perera, PP Jayaraman, M Zhang… - International Journal of …, 2016 - igi-global.com
Abstract Internet of Things (IoT) has gained substantial attention recently and play a
significant role in smart city application deployments. A number of such smart city …

Privacy-enhanced data fusion for COVID-19 applications in intelligent Internet of medical Things

H Lin, S Garg, J Hu, X Wang, MJ Piran… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With the worldwide large-scale outbreak of COVID-19, the Internet of Medical Things (IoMT),
as a new type of Internet of Things (IoT)-based intelligent medical system, is being used for …

Toward secure data fusion in industrial IoT using transfer learning

H Lin, J Hu, X Wang, MF Alhamid… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As an emerging technology, the industrial Internet of Things (IIoT) can promote the
development of industrial intelligence, improve production efficiency, and reduce …

A survey on machine learning for data fusion

T Meng, X Jing, Z Yan, W Pedrycz - Information Fusion, 2020 - Elsevier
Data fusion is a prevalent way to deal with imperfect raw data for capturing reliable, valuable
and accurate information. Comparing with a range of classical probabilistic data fusion …

Data linkage in smart internet of things systems: a consideration from a privacy perspective

X Zheng, Z Cai, Y Li - IEEE Communications Magazine, 2018 - ieeexplore.ieee.org
Smart IoT systems can integrate knowledge from the surrounding environment, and they are
critical components of the next-generation Internet. Such systems usually collect data from …