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 …

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 …

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 …

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 …

[HTML][HTML] A comprehensive survey of the harmony search algorithm in clustering applications

L Abualigah, A Diabat, ZW Geem - Applied Sciences, 2020 - mdpi.com
The Harmony Search Algorithm (HSA) is a swarm intelligence optimization algorithm which
has been successfully applied to a broad range of clustering applications, including data …

Cluster head selection for energy efficient and delay-less routing in wireless sensor network

A Sarkar, T Senthil Murugan - Wireless Networks, 2019 - Springer
Wireless sensor network (WSN) is comprised of tiny, cheap and power-efficient sensor
nodes which effectively transmit data to the base station. The main challenge of WSN is the …

Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks

K SureshKumar, P Vimala - Computer Networks, 2021 - Elsevier
Energy efficiency is a key challenging task while designing routing model in Wireless
Sensor Network (WSN). Various energy efficiency routing approaches are designed to …

Opportunistic routing algorithm for relay node selection in wireless sensor networks

J Luo, J Hu, D Wu, R Li - IEEE Transactions on Industrial …, 2014 - ieeexplore.ieee.org
Energy savings optimization becomes one of the major concerns in the wireless sensor
network (WSN) routing protocol design, due to the fact that most sensor nodes are equipped …

Energy-efficient routing in WSN: A centralized cluster-based approach via grey wolf optimizer

SMMH Daneshvar, PAA Mohajer, SM Mazinani - IEEE Access, 2019 - ieeexplore.ieee.org
Energy efficiency is one of the main challenges in developing Wireless Sensor Networks
(WSNs). Since communication has the largest share in energy consumption, efficient routing …

[HTML][HTML] An improved energy-efficient routing protocol for wireless sensor networks

Y Liu, Q Wu, T Zhao, Y Tie, F Bai, M Jin - Sensors, 2019 - mdpi.com
Cluster-based hierarchical routing protocols play an essential role in decreasing the energy
consumption of wireless sensor networks (WSNs). A low-energy adaptive clustering …