A multi-sensor data fusion technique using data correlations among multiple applications

CM De Farias, L Pirmez, G Fortino… - Future generation …, 2019 - Elsevier
While wireless sensor networks (WSNs) have been traditionally tasked with single
applications, in recent years we have witnessed the emergence of WSNs that allow the …

A multisensor data fusion algorithm using the hidden correlations in Multiapplication Wireless Sensor data streams

CM de Farias, L Pirmez, FC Delicato… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
While wireless sensor networks (WSNs) have been traditionally tasked with single
applications, we have witnessed the emergence of multiapplication paradigms in the sensor …

Multisensor data fusion in shared sensor and actuator networks

C Farias, L Pirmez, F Delicato, L Carmo… - 17th International …, 2014 - ieeexplore.ieee.org
Recent years have witnessed the emergence of the Shared Sensor and Actuator Networks
(SSANs), which instead of assuming an application-specific design, allow the sensing and …

Data fusion utilization for optimizing large-scale wireless sensor networks

M Soltani, M Hempel, H Sharif - 2014 IEEE international …, 2014 - ieeexplore.ieee.org
Wireless Sensor Networks (WSN) continue their tremendous growth acceleration. WSNs
have found their way into a wide range of domains, from military and transportation …

An approach to implement data fusion techniques in wireless sensor networks using genetic machine learning algorithms

AR Pinto, C Montez, G Araújo, F Vasques, P Portugal - Information fusion, 2014 - Elsevier
Abstract Wireless Sensor Networks (WSNs) can be used to monitor hazardous and
inaccessible areas. In these situations, the power supply (eg battery) of each node cannot …

A data fusion method in wireless sensor networks

D Izadi, JH Abawajy, S Ghanavati, T Herawan - Sensors, 2015 - mdpi.com
The success of a Wireless Sensor Network (WSN) deployment strongly depends on the
quality of service (QoS) it provides regarding issues such as data accuracy, data …

Data fusion models in WSNs: comparison and analysis

MM Almasri, KM Elleithy - Proceedings of the 2014 Zone 1 …, 2014 - ieeexplore.ieee.org
In WSNs, hundreds of sensors collect data from the environment but these sensors have
limited energy. Therefore, energy consumption is a very challenging issue in the design of …

Hephaestus: A multisensor data fusion algorithm for multiple applications on wireless sensor networks

G Aquino, L Pirmez, CM de Farias… - 2016 19th …, 2016 - ieeexplore.ieee.org
Wireless sensor networks (WSN) are core components of the Internet of Things paradigm.
By applying techniques such as sensor virtualization, the wireless sensor network …

[PDF][PDF] A COMPREHENSIVE REVIEW OF THE MULTI-SENSOR DATA FUSION ARCHITECTURES.

E Azimirad, J Haddadnia, ALI Izadipour - Journal of Theoretical & Applied …, 2015 - jatit.org
With the development of computer science and hardware implementation instrumentation in
various areas of industry, more and more diverse data have become available. Multi-sensor …

Multisensor data fusion technique for energy conservation in the wireless sensor network application “condition-based environment monitoring”

A Reyana, P Vijayalakshmi - Journal of Ambient Intelligence and …, 2021 - Springer
Due to the nature of the continuous and large volume of data transmission, energy
conservation appears particularly tedious at WSN. This exhausts the energy faster, leading …