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 …

Energy efficient cluster based routing protocol for WSN using butterfly optimization algorithm and ant colony optimization

P Maheshwari, AK Sharma, K Verma - Ad Hoc Networks, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) consist of a large number of spatially distributed
sensor nodes connected through the wireless medium to monitor and record the physical …

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 …

Cross-layer congestion control of wireless sensor networks based on fuzzy sliding mode control

S Qu, L Zhao, Z Xiong - Neural Computing and Applications, 2020 - Springer
Wireless sensor networks (WSNs) act as a building block of Internet of Things and have
been used in various applications to sense environment and transmit data to the Internet …

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 …

Moth flame optimization based energy efficient stable clustered routing approach for wireless sensor networks

N Mittal - Wireless Personal Communications, 2019 - Springer
The widespread use of wireless sensor devices and their advancements in terms of size,
deployment cost and user friendly interface have given rise to many applications of wireless …

CMML: Combined metaheuristic-machine learning for adaptable routing in clustered wireless sensor networks

H Esmaeili, BM Bidgoli, V Hakami - Applied Soft Computing, 2022 - Elsevier
Cluster-based routing is the most common routing approach to achieve energy efficiency in
wireless sensor networks. However, optimal determination of cluster heads is NP-hard …

Cluster head selection in wireless sensor network using tunicate swarm butterfly optimization algorithm

J Daniel, SFV Francis, S Velliangiri - Wireless Networks, 2021 - Springer
Abstract Wireless Sensor Network (WSN) comprises several sensor nodes that are spatially
distributed in a network environment. The sensor nodes are connected over a wireless …

A genetic algorithm inspired optimized cluster head selection method in wireless sensor networks

BM Sahoo, HM Pandey, T Amgoth - Swarm and Evolutionary Computation, 2022 - Elsevier
In this paper, an optimized cluster head (CH) selection method based on genetic algorithm
(NCOGA) is proposed which uses the adaptive crossover and binary tournament selection …