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 …

Cluster-based routing protocols in wireless sensor networks: A survey based on methodology

F Fanian, MK Rafsanjani - Journal of Network and Computer Applications, 2019 - Elsevier
In today's world that all sciences and technologies, including Wireless Sensor Networks
(WSNs) are dealing with the improvement of the existing solutions, we are looking for time …

[HTML][HTML] Clustering objectives in wireless sensor networks: A survey and research direction analysis

A Shahraki, A Taherkordi, Ø Haugen, F Eliassen - Computer Networks, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) typically include thousands of resource-
constrained sensors to monitor their surroundings, collect data, and transfer it to remote …

Optimizing energy consumption in WSN-based IoT using unequal clustering and sleep scheduling methods

AMK Abdulzahra, AKM Al-Qurabat, SA Abdulzahra - Internet of Things, 2023 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are the main data collection tools used by
Internet of Things (IoT) devices. The WSN-based IoT is a collection of several small …

Application-specific clustering in wireless sensor networks using combined fuzzy firefly algorithm and random forest

H Esmaeili, V Hakami, BM Bidgoli… - Expert Systems with …, 2022 - Elsevier
Clustering in wireless sensor networks (WSNs) has proved to be one of the most efficient
ways to hierarchically organize the network topology for the purposes of load-balancing and …

Research on routing optimization of WSNs based on improved LEACH protocol

H Liang, S Yang, L Li, J Gao - EURASIP Journal on Wireless …, 2019 - Springer
LEACH routing protocol equalizes the energy consumption of the network by randomly
selecting cluster head nodes in a loop, which will lead to the defect of unstable network …

Cluster‐based data transmission scheme in wireless sensor networks using black hole and ant colony algorithms

S Sefati, M Abdi, A Ghaffari - International Journal of …, 2021 - Wiley Online Library
Since sensor nodes use limited battery power, sensor nodes power is considered to be a
challenge and fundamental issue in wireless networks. Wireless sensor networks (WSNs) …

Improved Soft-k-Means Clustering Algorithm for Balancing Energy Consumption in Wireless Sensor Networks

B Zhu, E Bedeer, HH Nguyen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Energy load balancing is an essential issue in designing wireless sensor networks (WSNs).
Clustering techniques are utilized as energy-efficient methods to balance the network …

An energy-efficient mobility-based cluster head selection for lifetime enhancement of wireless sensor networks

S Umbreen, D Shehzad, N Shafi, B Khan… - Ieee …, 2020 - ieeexplore.ieee.org
Wireless based sensor networks contain sensors for environment monitoring but have
restricted resources. Many clustering protocols are designed to prolong network lifetime but …

Wireless sensor networks: a survey, categorization, main issues, and future orientations for clustering protocols

S El Khediri - Computing, 2022 - Springer
Wireless sensor networks (WSNs) have turned into a leading area of research over the
course of the last few decades as they have been employed in various application domains …