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 …

[HTML][HTML] Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks

A Ali, A Ali, F Masud, MK Bashir, AH Zahid… - Ain Shams Engineering …, 2024 - Elsevier
Abstract A Wireless Sensor Network (WSN) is a system of sensor nodes that communicate
with one another and with their surroundings. Wireless sensor nodes are now used as the …

Energy-saving clustering routing protocol for wireless sensor networks using fuzzy inference

J Hou, J Qiao, X Han - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
One of the most important researches in wireless sensor networks is energy saving. The
clustering algorithm can efficiently save energy. However, most of the existing clustering …

An energy-efficient routing framework using fuzzy type 2 hybrid Archimedes in wireless sensor network

M Parameswari, P Nancy, J Sathya Priya - International Journal of Fuzzy …, 2023 - Springer
In wireless sensor network, the sensor nodes are randomly distributed throughout the
network with limited energy capacity. The continued process of data sensing, transmitting …

DBlock-RLB: An energy efficient framework for intelligent routing and trading based load balancing in SDWSN environment

NM Vaggu, RS Barpanda - Ad Hoc Networks, 2024 - Elsevier
Abstract Wireless Sensor Networks (WSNs) is an emerging field that enables them to work in
complex scenarios with enough flexibility. The WSN systems are improved in terms of …

Statistical normalization for a guided clustering type-2 fuzzy system for wsn

AJ Yuste-Delgado, JC Cuevas-Martínez… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
One of the main concerns in Wireless Sensor Networks is the efficient energy management
of the nodes. Hierarchical techniques such as clustering have been developed in an effort to …

Reinforcement Learning Based Cluster Formation Algorithm in Wireless Sensor Networks

AHR Fofana, J Lei - Proceedings of the 2nd International Conference on …, 2023 - dl.acm.org
Wireless Sensor Networks (WSNs) play a pivotal role in various domains, offering various
applications from environmental monitoring to industrial automation. Clustering is a …

Grid-Based Cluster Head Selection for Improved Performance in Multi-Channel Clustering Hierarchy

M Ridwan, T Wahyono, A Iriani… - … on Modeling & E …, 2023 - ieeexplore.ieee.org
To provide better performance, Wireless Sensor Network (WSN) must consider data
communication problems, network load, and reliability. Multi-Channel Clustering Hirarkhi …