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 …

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 …

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 …

Highly reliable and low-complexity image compression scheme using neighborhood correlation sequence algorithm in WSN

J Uthayakumar, M Elhoseny… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Recently, the advancements in the field of wireless technologies and micro-electro-
mechanical systems lead to the development of potential applications in wireless sensor …

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 …

HQCA-WSN: High-quality clustering algorithm and optimal cluster head selection using fuzzy logic in wireless sensor networks

AA Baradaran, K Navi - Fuzzy Sets and Systems, 2020 - Elsevier
Reducing the consumption of energy and the network lifetime are the main challenges that
affect wireless sensor networks (WSNs). High-quality clustering is one of the most important …

[HTML][HTML] Communication protocols for wireless sensor networks: A survey and comparison

LK Ketshabetswe, AM Zungeru, M Mangwala… - Heliyon, 2019 - cell.com
Studies conducted on resource management in wireless sensor networks have identified
energy efficient routing protocols as one of the energy saving mechanisms that can be used …

A survey of energy-efficient clustering routing protocols for wireless sensor networks based on metaheuristic approaches

C Del-Valle-Soto, A Rodríguez… - Artificial Intelligence …, 2023 - Springer
The increase in proposed clustering routing protocols for Wireless Sensor Networks has
motivated the development of survey studies that provide quick access to clear and …