Low-energy dynamic clustering scheme for multi-layer wireless sensor networks

X Liu, J Yu, W Zhang, H Tian - Computers & Electrical Engineering, 2021 - Elsevier
It is inconvenient to replace the sensor nodes with limited energy in wireless sensor
networks (WSNs) when they are deployed in remote or dangerous monitoring area, that …

Fuzzy-logic-based clustering approach for wireless sensor networks using energy predication

JS Lee, WL Cheng - IEEE Sensors Journal, 2012 - ieeexplore.ieee.org
In order to collect information more efficiently, wireless sensor networks (WSNs) are
partitioned into clusters. Clustering provides an effective way to prolong the lifetime of …

Performance analysis of clustering protocol using fuzzy logic for wireless sensor network

V Godbole - IAES International Journal of Artificial Intelligence (IJ-AI …, 2012 - arxiv.org
In order to gather information more efficiently, wireless sensor networks (WSNs) are
partitioned into clusters. Most proposed clustering algorithms do not consider the location of …

Energy efficient zone‐based clustering algorithm using fuzzy inference system for wireless sensor networks

A Sujith, DR Dorai, VN Kamalesh - Engineering Reports, 2021 - Wiley Online Library
Abstract In Wireless Sensor Networks (WSN), as sensor nodes have limited energy, the
design of an energy‐efficient clustering technique is a critical challenge to be addressed …

Distributed unequal clustering algorithm in large-scale wireless sensor networks using fuzzy logic

P Neamatollahi, M Naghibzadeh - The Journal of Supercomputing, 2018 - Springer
Clustering is a promising and popular approach to organize sensor nodes into a hierarchical
structure, reduce transmitting data to the base station by aggregation methods, and prolong …

A new clustering approach in wireless sensor networks using fuzzy system

M Toloueiashtian, H Motameni - The Journal of Supercomputing, 2018 - Springer
In recent years, wireless sensor networks (WSNs) have attracted many researchers due to
their widely usage in a wide range of applications. One of the most important problems in …

An energy-efficient and density-aware clustering for WSNs

AA Khamiss, S Chai, B Zhang… - Proceedings of the 33rd …, 2014 - ieeexplore.ieee.org
Wireless Sensor Networks are sets of thousands or more of sensor nodes with very small
size and limited energy, scattered over particular area to sense a certain physical …

A dynamic K-means-based clustering algorithm using fuzzy logic for CH selection and data transmission based on machine learning

A Choudhary, A Badholia, A Sharma, B Patel, S Jain - Soft Computing, 2023 - Springer
Clustering is effective method to increase network lifetime, energy efficiency, and
connectivity of sensor nodes in wireless sensor network. An energy efficient clustering …

FLECH: fuzzy logic based energy efficient clustering hierarchy for nonuniform wireless sensor networks

B Balakrishnan, S Balachandran - … and Mobile Computing, 2017 - Wiley Online Library
Lifetime of Wireless Sensor Network (WSN) is an important issue which affects its
implementation in various real time applications. The major factor behind the energy …

A distributed algorithm for energy-aware clustering in WSN

S Bagchi - International Journal of Sensor Networks, 2010 - inderscienceonline.com
The clustering of sensor nodes of the Wireless Sensor Networks (WSNs) has received
considerable research attention in recent time. The sensor devices of a WSN are severely …