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 …

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 …

Modified grey wolf optimizer for global engineering optimization

N Mittal, U Singh, BS Sohi - Applied Computational Intelligence …, 2016 - Wiley Online Library
Nature‐inspired algorithms are becoming popular among researchers due to their simplicity
and flexibility. The nature‐inspired metaheuristic algorithms are analysed in terms of their …

Genetic algorithm-based optimized cluster head selection for single and multiple data sinks in heterogeneous wireless sensor network

S Verma, N Sood, AK Sharma - Applied Soft Computing, 2019 - Elsevier
The constraints on the battery resources of sensor nodes have been the major stumbling
block in achieving the network longevity and in exploring the potential of Wireless Sensor …

I-SEP: An improved routing protocol for heterogeneous WSN for IoT-based environmental monitoring

TM Behera, SK Mohapatra, UC Samal… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) is a virtual layer in the paradigm of the Internet of Things
(IoT). It inter-relates information associated with the physical domain to the IoT drove …

Lifetime maximization of wireless sensor network using fuzzy based unequal clustering and ACO based routing hybrid protocol

S Arjunan, P Sujatha - Applied Intelligence, 2018 - Springer
Abstract Wireless Sensor Networks (WSN) became a key technology for a ubiquitous living
and remains an active research due to the wide range of applications. The design of energy …

An energy efficient cluster based hybrid optimization algorithm with static sink and mobile sink node for Wireless Sensor Networks

J Amutha, S Sharma, SK Sharma - Expert Systems with Applications, 2022 - Elsevier
In wireless sensor networks (WSNs), energy efficiency is a significant design challenge that
can be resolved by clustering and routing approaches. They are considered as Non …

DUCF: Distributed load balancing unequal clustering in wireless sensor networks using fuzzy approach

B Baranidharan, B Santhi - Applied Soft Computing, 2016 - Elsevier
Data gathering in wireless sensor networks (WSN) consumes more energy due to large
amount of data transmitted. In direct transmission (DT) method, each node has to transmit its …

Comprehensive review for energy efficient hierarchical routing protocols on wireless sensor networks

K Guleria, AK Verma - Wireless Networks, 2019 - Springer
In recent years, wireless sensor networks (WSNs) have played a major role in applications
such as tracking and monitoring in remote environments. Designing energy efficient …

A genetic algorithm-based, dynamic clustering method towards improved WSN longevity

X Yuan, M Elhoseny, HK El-Minir, AM Riad - Journal of Network and …, 2017 - Springer
The dynamic nature of wireless sensor networks (WSNs) and numerous possible cluster
configurations make searching for an optimal network structure on-the-fly an open …