Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy …

J Amutha, S Sharma, SK Sharma - Computer Science Review, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have attracted various academic researchers,
engineers, science, and technology communities. This attraction is due to their broad …

Optimization of routing-based clustering approaches in wireless sensor network: Review and open research issues

AJ Manuel, GG Deverajan, R Patan, AH Gandomi - Electronics, 2020 - mdpi.com
In today's sensor network research, numerous technologies are used for the enhancement
of earlier studies that focused on cost-effectiveness in addition to time-saving and novel …

Clustering protocols in wireless sensor network: A survey, classification, issues, and future directions

P Rawat, S Chauhan - Computer Science Review, 2021 - Elsevier
The sensors employed in the wireless sensor network are battery-powered which are
prepared with a limited energy supply. Most of the applications in the field of wireless sensor …

A novel energy efficient stable clustering approach for wireless sensor networks

N Mittal, U Singh, BS Sohi - Wireless Personal Communications, 2017 - Springer
Wireless sensor network (WSN) consists of densely distributed nodes that are deployed to
observe and react to events within the sensor field. In WSNs, energy management and …

Towards energy efficient clustering in wireless sensor networks: A comprehensive review

N Merabtine, D Djenouri, DE Zegour - Ieee Access, 2021 - ieeexplore.ieee.org
Clustering is one of the fundamental approaches used to optimize energy consumption in
wireless sensor networks. Clustering protocols proposed in the literature can be classified …

Clustering analysis in wireless sensor networks: The ambit of performance metrics and schemes taxonomy

A Zeb, AKMM Islam, M Zareei… - International …, 2016 - journals.sagepub.com
Research on wireless sensor network (WSN) has increased tremendously throughout the
years. In WSN, sensor nodes are deployed to operate autonomously in remote …

Discrete teaching–learning-based optimization algorithm for clustering in wireless sensor networks

M Masdari, S Barshandeh - Journal of Ambient Intelligence and …, 2020 - Springer
Clustering is an appealing paradigm exploited to improve the lifetime and scalability of
wireless sensor networks (WSNs). Considering the NP-completeness of the clustering …

[PDF][PDF] Clustering algorithms for heterogeneous wireless sensor network: A survey

V Katiyar, N Chand, S Soni - International Journal of applied Engineering …, 2010 - Citeseer
The last few years have seen an increased interest in the potential use of wireless sensor
networks (WSNs) in various fields like disaster management, battle field surveillance, and …

Optimized clustering algorithms for large wireless sensor networks: A review

D Wohwe Sambo, BO Yenke, A Förster, P Dayang - Sensors, 2019 - mdpi.com
During the past few years, Wireless Sensor Networks (WSNs) have become widely used
due to their large amount of applications. The use of WSNs is an imperative necessity for …

An optimal energy‐efficient clustering method in wireless sensor networks using multi‐objective genetic algorithm

A Peiravi, HR Mashhadi… - International Journal of …, 2013 - Wiley Online Library
In this study, an optimal method of clustering homogeneous wireless sensor networks using
a multi‐objective two‐nested genetic algorithm is presented. The top level algorithm is a …