[HTML][HTML] An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks

Q Ding, R Zhu, H Liu, M Ma - Electronics, 2021 - mdpi.com
Machine learning (ML) technology has shown its unique advantages in many fields and has
excellent performance in many applications, such as image recognition, speech recognition …

A HYBRID MODEL USING GENETIC ALGORITHM FOR ENERGY OPTIMIZATION IN HETEROGENEOUS INTERNET OF BLOCKCHAIN THINGS

RM Babu, KP Satamraju, BN Gangothri… - Telecommunications …, 2024 - dl.begellhouse.com
ABSTRACT The Internet of Things (IoT) is a promising technology inspiring industries and
the public alike with its broad spectrum of applications adding intelligence to real-life …

ROTEE: Remora Optimization and Tunicate swarm algorithm‐based Energy‐Efficient cluster‐based routing for EH‐enabled heterogeneous WSNs

AD Gupta, RK Rout - International Journal of Communication …, 2023 - Wiley Online Library
Since the development of Wireless Sensor Networks (WSNs), the limited battery of the
sensor nodes has been an unavoidable concern. Hence, to keep the WSNs operational for a …

RLS2: An energy efficient reinforcement learning-based sleep scheduling for energy harvesting WBANs

R Mohammadi, Z Shirmohammadi - Computer Networks, 2023 - Elsevier
Abstract In the Energy-Harvesting Wireless Body Area Networks (EH-WBAN), one of the
fundamental challenges is preserving the self-sustainability of sensors without …

Clustering isolated nodes to enhance network's life time of WSNs for IoT applications

V Vimal, KU Singh, A Kumar, SK Gupta… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Because of the metaphysical shift in the technological era, the world is witnessing machine
to machine (M2M) communication. Sensors are omnipresent, owing to which wireless …

Efficient evolutionary modeling in solving maximization of lifetime of wireless sensor healthcare networks

R Marappan, PAH Vardhini, G Kaur, S Murugesan… - Soft Computing, 2023 - Springer
Wireless sensor networks are applied in different domains such as agriculture, military,
healthcare, and defense. The most critical issue in wireless sensor networks is achieving …

An energy efficient coverage aware algorithm in energy harvesting wireless sensor networks

DK Sah, S Srivastava, R Kumar, T Amgoth - Wireless Networks, 2023 - Springer
Wireless sensor networks (WSNs) are now frequently used to collect all necessary sensory
data for decision-making. As a result, it is common for the sensor and sink nodes to …

Improved whale optimization algorithm and its application in heterogeneous wireless sensor networks

Y Yue, H You, S Wang, L Cao - International Journal of …, 2021 - journals.sagepub.com
Aiming at the problems of node redundancy and network cost increase in heterogeneous
wireless sensor networks, this article proposes an improved whale optimization algorithm …

[HTML][HTML] Mobile charging sequence scheduling for optimal sensing coverage in wireless rechargeable sensor networks

J Li, C Jiang, J Wang, T Xu, W Xiao - Applied Sciences, 2023 - mdpi.com
In wireless rechargeable sensor networks (WRSNs), a novel approach to energy
replenishment is offered by the utilization of mobile chargers (MCs), which charge nodes via …

QoS-aware energy management and node scheduling schemes for sensor network-based surveillance applications

D Thomas, R Shankaran, QZ Sheng, MA Orgun… - IEEE …, 2020 - ieeexplore.ieee.org
Recent advances in wireless technologies have led to an increased deployment of Wireless
Sensor Networks (WSNs) for a plethora of diverse surveillance applications such as health …