A novel deep learning-based cooperative communication channel model for wireless underground sensor networks

K Radhakrishnan, D Ramakrishnan, OI Khalaf… - Sensors, 2022 - mdpi.com
Wireless Underground Sensor Networks (WUSNs) have been showing prospective
supervising application domains in the underground region of the earth through sensing …

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 …

Multi-channel assessment policies for energy-efficient data transmission in wireless underground sensor networks

R Soundararajan, PM Stanislaus, SG Ramasamy… - Energies, 2023 - mdpi.com
Wireless Underground Sensor Networks (WUGSNs) transmit data collected from
underground objects such as water substances, oil substances, soil contents, and others. In …

Multi‐hoped cooperative communication‐based wireless underground sensor network design

R Kanthavel, S Indra Priyadharshini… - International journal …, 2022 - Wiley Online Library
Deepwater utilization and underwater sound communication with inadequate bandwidth,
elongated propagation interruption, signal failure issues, and sensor node malfunction due …

Reinforcement learning–enabled efficient data gathering in underground wireless sensor networks

D Zhao, Z Zhou, S Wang, B Liu, W Gaaloul - Personal and Ubiquitous …, 2023 - Springer
Wireless underground sensor networks (WUSNs) consist of sensors that are buried in and
communicate through soil medium, while the channel quality of WUSNs is greatly impacted …

Exploiting relay nodes for maximizing wireless underground sensor network lifetime

NT Tam, DA Dung, TH Hung, HTT Binh, S Yu - Applied Intelligence, 2020 - Springer
A major challenge in wireless underground sensor networks is the signal attenuation
originated from multi-environment transmission between underground sensor nodes and the …

Deep learning with LSTM based distributed data mining model for energy efficient wireless sensor networks

SN Mohanty, EL Lydia, M Elhoseny… - Physical …, 2020 - Elsevier
Wireless sensor network (WSN) comprises a collection of sensor nodes employed to monitor
and record the status of the physical environment and organize the gathered data at a …

[PDF][PDF] 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 …

Channel characterization for wireless underground sensor networks

AR Silva - 2010 - digitalcommons.unl.edu
Abstract Wireless Underground Sensor Networks (WUSNs) are natural extensions of the
established Wireless Sensor Network (WSN) phenomenon and consist of sensors buried …

Probabilistic routing protocol for a hybrid wireless underground sensor networks

A Adel, F Norsheila - Wireless Communications and Mobile …, 2013 - Wiley Online Library
ABSTRACT A wireless underground sensor network (WUSN) is defined as a network of
wireless sensor devices in which all sensor devices are deployed completely underground …