Big data collection in large-scale wireless sensor networks

AC Djedouboum, AA Abba Ari, AM Gueroui… - Sensors, 2018 - mdpi.com
Data collection is one of the main operations performed in Wireless Sensor Networks
(WSNs). Even if several interesting approaches on data collection have been proposed …

Energy efficient protocol in wireless sensor network: optimized cluster head selection model

TA Alghamdi - Telecommunication Systems, 2020 - Springer
Energy efficiency has become a primary issue in wireless sensor networks (WSN). The
sensor networks are powered by battery and thus they turn out to be dead after a particular …

Fuzzy clustering algorithm for enhancing reliability and network lifetime of wireless sensor networks

S Lata, S Mehfuz, S Urooj, F Alrowais - IEEE Access, 2020 - ieeexplore.ieee.org
To prolong the function of wireless sensor networks (WSNs), the lifetime of the system has to
be increased. WSNs lifetime can be calculated by using a few generic parameters, such as …

An improved energy-efficient clustering protocol to prolong the lifetime of the WSN-based IoT

AAH Hassan, WM Shah, AHH Habeb… - Ieee …, 2020 - ieeexplore.ieee.org
A wireless sensor network (WSN) is an important part of the Internet of Things (IoT).
However, sensor nodes of a WSN-based IoT network are constraining with the energy …

[PDF][PDF] A clustering approach based on fuzzy C-means in wireless sensor networks for IoT applications

AMK Abdulzahra, AKM Al-Qurabat - Karbala International Journal of Modern …, 2022 - iasj.net
Abstract Sensor nodes in Wireless Sensor Network (WSN)-based Internet of Things (IoT)
networks are often battery-powered, resulting in supplying relatively low energy. Energy …

Machine learning‐based clustering protocols for Internet of Things networks: An overview

M Merah, Z Aliouat, Y Harbi… - International Journal of …, 2023 - Wiley Online Library
Summary The Internet of Things (IoT) continues to expand the current Internet, opening the
door to a wide range of novel applications. The increasing volume of the IoT requires …

An energy-efficient clustering routing protocol for wireless sensor networks based on AGNES with balanced energy consumption optimization

Z Zhao, K Xu, G Hui, L Hu - Sensors, 2018 - mdpi.com
To further prolong the lifetime of wireless sensor network (WSN), researchers from various
countries have proposed many clustering routing protocols. However, the total network …

Energy-efficient trust-aware secured neuro-fuzzy clustering with sparrow search optimization in wireless sensor network

K Dinesh, SVN Santhosh Kumar - International Journal of Information …, 2024 - Springer
Wireless sensor networks (WSNs) are a distributed collection of sensor nodes which are
distributed geographically in the deployed environment to sense the natural phenomena …

Multi-hop optimized routing algorithm and load balanced fuzzy clustering in wireless sensor networks

V Rajaram, N Kumaratharan - Journal of Ambient Intelligence and …, 2021 - Springer
Now-a-days, wireless sensor node acts as a basement for a higher level industrial internet of
things application. Any kind of real time IoT applications sense the data using already in …

Big-data clustering with interval type-2 fuzzy uncertainty modeling in gene expression datasets

AK Shukla, PK Muhuri - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
The major bottleneck in microarray gene expression analysis is the lack of techniques
required to cope up with the uncertain gene functionality and inherent complex gene …