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 …

A critical analysis of research potential, challenges, and future directives in industrial wireless sensor networks

M Raza, N Aslam, H Le-Minh, S Hussain… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
In recent years, industrial wireless sensor networks (IWSNs) have emerged as an important
research theme with applications spanning a wide range of industries including automation …

A survey and future directions on clustering: From WSNs to IoT and modern networking paradigms

A Shahraki, A Taherkordi, Ø Haugen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Many Internet of Things (IoT) networks are created as an overlay over traditional ad-hoc
networks such as Zigbee. Moreover, IoT networks can resemble ad-hoc networks over …

An empower hamilton loop based data collection algorithm with mobile agent for WSNs

J Wang, X Gu, W Liu, AK Sangaiah, HJ Kim - Human-centric Computing …, 2019 - Springer
In wireless sensor networks (WSNs), sensor devices must be equipped with the capabilities
of sensing, computation and communication. These devices work continuously through non …

An industrial perspective on wireless sensor networks—A survey of requirements, protocols, and challenges

K Ovsthus, LM Kristensen - IEEE communications surveys & …, 2014 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are applicable in numerous domains, including industrial
automation where WSNs may be used for monitoring and control of industrial plants and …

A new algorithm for cluster head selection in LEACH protocol for wireless sensor networks

A Al‐Baz, A El‐Sayed - International journal of communication …, 2018 - Wiley Online Library
In wireless sensor network, a large number of sensor nodes are distributed to cover a certain
area. Sensor node is little in size with restricted processing power, memory, and limited …

Survey on clustering in heterogeneous and homogeneous wireless sensor networks

AS Rostami, M Badkoobe, F Mohanna… - The Journal of …, 2018 - Springer
In wireless sensor networks (WSNs), nodes have limited energy and cannot be recharged.
In order to tackle this problem, clustering methods are employed to optimize energy …

Clustering hierarchy protocol in wireless sensor networks using an improved PSO algorithm

Y Zhou, N Wang, W Xiang - IEEE access, 2016 - ieeexplore.ieee.org
Maximizing network lifetime is a major objective for designing and deploying a wireless
sensor network. Clustering sensor nodes is an effective topology control approach helping …

BPA-CRP: A balanced power-aware clustering and routing protocol for wireless sensor networks

KA Darabkh, MZ El-Yabroudi, AH El-Mousa - Ad Hoc Networks, 2019 - Elsevier
Advances in sensor technology has enabled the development of small, relatively
inexpensive, and low-power sensors, which are connected together through wireless …

Energy efficient load balancing approach for avoiding energy hole problem in WSN using Grey Wolf Optimizer with novel fitness function

A Lipare, DR Edla, V Kuppili - Applied Soft Computing, 2019 - Elsevier
In general architecture of Wireless Sensor Networks (WSNs), gateways far from the Base
Station (BS) communicate with the BS via the gateways close to the BS. The energy of …