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 …

Recent trends in clustering algorithms for wireless sensor networks: A comprehensive review

AI Al-Sulaifanie, BK Al-Sulaifanie, S Biswas - Computer Communications, 2022 - Elsevier
In the past two decades, network clustering has been proven as efficient approach for data
collection and routing in wireless sensor networks (WSNs). It provides several advantages …

GAPSO-H: A hybrid approach towards optimizing the cluster based routing in wireless sensor network

BM Sahoo, HM Pandey, T Amgoth - Swarm and Evolutionary Computation, 2021 - Elsevier
Abstract Wireless Sensor Networks (WSNs) have left an indelible mark on the lives of all by
aiding in various sectors such as agriculture, education, manufacturing, monitoring of the …

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 …

Routing in wireless sensor networks using optimization techniques: A survey

Z Al Aghbari, AM Khedr, W Osamy, I Arif… - Wireless Personal …, 2020 - Springer
Over the past few decades, one of the important advancements in wireless communication is
low cost and limited power devices known as wireless sensor networks (WSNs). Sensor …

Genetic algorithm for energy-efficient clustering and routing in wireless sensor networks

T Wang, G Zhang, X Yang, A Vajdi - Journal of Systems and Software, 2018 - Elsevier
Wireless sensor networks have been employed widely in various fields, including military,
health care, and manufacturing applications. However, the sensor nodes are limited in terms …

ARSH-FATI: A novel metaheuristic for cluster head selection in wireless sensor networks

H Ali, UU Tariq, M Hussain, L Lu… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Wireless sensor network (WSN) consists of a large number of sensor nodes distributed over
a certain target area. The WSN plays a vital role in surveillance, advanced healthcare, and …

An enhanced energy proficient clustering (EEPC) algorithm for relay selection in heterogeneous WSNs

K Guleria, AK Verma, N Goyal, AK Sharma… - Ad Hoc Networks, 2021 - Elsevier
The recent advancements in Wireless Sensor Networks (WSNs) have brought attention to
the field of sensor tracking events. Habitat monitoring is considered as one of the most …

An efficient cluster head election based on optimized genetic algorithm for movable sinks in IoT enabled HWSNs

AS Nandan, S Singh, LK Awasthi - Applied Soft Computing, 2021 - Elsevier
The most crucial design constraint on the Internet of Things (IoT) enabled wireless sensor
networks (WSNs) is energy dissipation. The inefficient data collection by the resource …

Enhanced clustering and ACO-based multiple mobile sinks for efficiency improvement of wireless sensor networks

M Krishnan, S Yun, YM Jung - Computer Networks, 2019 - Elsevier
The use of enhanced clustering techniques and multiple mobile sinks can improve the data-
collection efficiency and reduce the energy consumption of wireless sensor networks. Most …