Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

OS Egwuche, A Singh, AE Ezugwu, J Greeff… - Annals of Operations …, 2023 - Springer
In the context of wireless sensor networks (WSNs), the utilization of artificial intelligence (AI)-
based solutions and systems is on the ascent. These technologies offer significant potential …

An optimized ticket manager based energy‐aware multipath routing protocol design for IoT based wireless sensor networks

MK Roberts, J Thangavel - Concurrency and Computation …, 2022 - Wiley Online Library
Recently, wireless sensor networks (WSNs) and Internet of Things (IoTs) have emanated as
an indispensable assets that play a critical role in revolutionizing the field of data …

Bio-inspired algorithms in the optimisation of wireless sensor networks

J Matos, CM Rebello, EA Costa, LP Queiroz… - arxiv preprint arxiv …, 2022 - arxiv.org
WSN are a growing technology in industrial and personal use fields. The Quality of Service
(QoS) of WSN is associated to the architecture of WSN nodes and network design. In this …

Hybrid localization scheme using K‐fold optimization with machine learning in WSN

P Yadav, SC Sharma, V Rishiwal - International Journal of …, 2022 - Wiley Online Library
Node localization technology can identify and track nodes, making observing data more
relevant; for example, information received at the sink node would be useless to the client if …

[HTML][HTML] Energy-efficient power scheduling and allocation scheme for wireless sensor networks

H Chen, Z Chen - Energy Reports, 2022 - Elsevier
The focus in this paper is on coverage energy-efficient of WSN (wireless sensor networks).
Communication path lengths of a randomly distributed BSs and sensor nodes field are …

[HTML][HTML] Adaptive quorum based scheduling and interference-free routing for edge enabled UAV assisted software-define WSN using AI

KHV Prasad, S Periyasamy - Alexandria Engineering Journal, 2024 - Elsevier
Abstract Wireless Sensor Networks (WSN) faces numerous problems. The deployment of the
sensor nodes in faraway places makes battery replacement a difficult process. As a result …

DERNNet: Dual Encoding Recurrent Neural Network Based Secure Optimal Routing in WSN.

A Venkatesh, S Asha - Computer Systems Science & …, 2023 - search.ebscohost.com
Abstract A Wireless Sensor Network (WSN) is constructed with numerous sensors over
geographical regions. The basic challenge experienced while designing WSN is in …

A comprehensive study on energy-efficient-based routing protocols in the Internet of things Part I: definition and classification

NR Saadallah, SA Alabady - Iran Journal of Computer Science, 2024 - Springer
Abstract The Internet of things (IoT) rapidly grew, and numerous services, programs, sensor-
equipped electronics, and related protocols were created and are still being worked on …

Localization in WSN‐Assisted IoT Networks Using Machine Learning Techniques for Smart Agriculture

H Singh, P Yadav, V Rishiwal, M Yadav… - International Journal …, 2024 - Wiley Online Library
It has been observed that the agriculture sector has picked exponential growth with the help
of the integration of advanced technology like wireless sensor networks (WSNs), the Internet …

EPMR: Energy Proficient Mobile Routing for Scalable Wireless Sensor Networks

O Singh, V Rishiwal, M Yadav - Wireless Personal Communications, 2024 - Springer
Mobility has ultimate applications in Wireless Sensor Networks (WSNs) including several
areas such as wildlife intensive care, health monitoring, flood and fire detection, and much …