A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks

G Liu - Future Generation Computer Systems, 2023 - Elsevier
Abstract Magnetic Induction (MI) based Wireless underground sensor networks (WUSNs)
consist of magnetic-antenna sensors that are buried in and communicate through soil …

Magnetic Induction Technology‐Based Wireless Sensor Network for Underground Infrastructure, Monitoring Soil Conditions, and Environmental Observation …

P Singh, RP Singh, Y Singh, JS Chohan… - Journal of …, 2022 - Wiley Online Library
Wireless sensor networks (WSNs) especially with sensor nodes communicating with each
other in medium other than air have been naive area of research since the last few years. In …

Multifactorial evolutionary optimization to maximize lifetime of wireless sensor network

NT Tam, VT Dat, PN Lan, HTT Binh, A Swami - Information Sciences, 2021 - Elsevier
Prolonging network lifetime is a crucial issue for wireless sensor networks, as sensor nodes
operate on limited amounts of battery energy, and replacing or recharging nodes is still quite …

[HTML][HTML] Comparative analysis of magnetic induction based communication techniques for wireless underground sensor networks

PS Malik, M Abouhawwash, A Almutairi… - PeerJ Computer …, 2022 - peerj.com
A large range of applications have been identified based upon the communication of
underground sensors deeply buried in the soil. The classical electromagnetic wave (EM) …

Unital design based location service for subterranean network using long range topology

SJ Syed Ali Fathima, T Lalitha, F Ahmad… - Wireless Personal …, 2022 - Springer
Abstract Wireless Underground Networks comprise the ability to constantly monitor several
physical parameters such as ground temperature, water level and soil condition, and these …

Node depth Representation-based Evolutionary Multitasking Optimization for Maximizing the Network Lifetime of Wireless Sensor Networks

TC Dao, NT Tam, HTT Binh - Engineering Applications of Artificial …, 2024 - Elsevier
Abstract Wireless Sensor Networks (WSNs) face challenges related to limited energy
resources in sensor nodes, making network lifetime and energy consumption critical …

Wireless underground sensor networks channel using energy efficient clustered communication.

R Kanthavel, R Dhaya - Intelligent Automation & Soft …, 2022 - search.ebscohost.com
Abstract Wireless Underground Sensor Networks (WUSNs) refer to a group of nodes
working underneath the earth plane that has been predicted to render concurrent …

[HTML][HTML] Enhanced meta-heuristic optimization of resource efficiency in multi-relay underground wireless sensor networks

M Ayedi - PeerJ Computer Science, 2023 - peerj.com
Achieving a balanced energy and spectral resource utilization is an interesting key design to
extend the lifetime of underground wireless sensor networks (UWSNs) where sensor nodes …

A bi-level optimized charging algorithm for energy depletion avoidance in wireless rechargeable sensor networks

TT Huong, L Van Cuong, NM Hai, NP Le, LT Vinh… - Applied …, 2022 - Springer
Abstract In Wireless Rechargeable Sensor Networks (WRSNs), charging scheme
optimization is one of the most critical issues, which plays an essential role in deciding the …

Throughput and Lifetime Enhancement of WSNs Using Transmission Power Control and Q-learning

A Kundaliya, S Kumar, DK Lobiyal - Wireless Personal Communications, 2023 - Springer
In this paper, a Q-learning algorithm is proposed to improve the performance of the routing
in the Wireless Sensor Networks (WSNs). We have also combined transmission power …