[HTML][HTML] Graph Neural Networks for Routing Optimization: Challenges and Opportunities

W Jiang, H Han, Y Zhang, J Wang, M He, W Gu, J Mu… - Sustainability, 2024 - mdpi.com
In this paper, we explore the emerging role of graph neural networks (GNNs) in optimizing
routing for next-generation communication networks. Traditional routing protocols, such as …

A review of the public transport services based on the blockchain technology

FM Enescu, FG Birleanu, MS Raboaca, N Bizon… - Sustainability, 2022 - mdpi.com
This paper presents a comprehensive review of the technical aspects and challenges in
existing public transport services. This review highlights the challenges and solutions for the …

A cluster-based energy-efficient secure optimal path-routing protocol for wireless body-area sensor networks

R Dass, M Narayanan, G Ananthakrishnan… - Sensors, 2023 - mdpi.com
Recently, research into Wireless Body-Area Sensor Networks (WBASN) or Wireless Body-
Area Networks (WBAN) has gained much importance in medical applications, and now …

MHSEER: a meta-heuristic secure and energy-efficient routing protocol for wireless sensor network-based industrial IoT

A Sharma, H Babbar, S Rani, DK Sah, S Sehar… - Energies, 2023 - mdpi.com
Several industries use wireless sensor networks (WSN) for various tasks such as monitoring,
data transmission, and data gathering. They find applications in the industrial internet of …

An energy efficiency routing protocol for UAV-aided WSNs data collection

H Liu, R Chen, S Ding, Z Jiang, F Liu, J Zhang - Ad Hoc Networks, 2024 - Elsevier
Abstract In recent years, Unmanned Aerial Vehicle (UAV)-aided Wireless Sensor Networks
(WSNs) have become a hot research topic. The routing protocol is a crucial technology for …

[HTML][HTML] Internet of things-based automated solutions utilizing machine learning for smart and real-time irrigation management: a review

B Nsoh, A Katimbo, H Guo, DM Heeren… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
This systematic review critically evaluates the current state and future potential of real-time,
end-to-end smart, and automated irrigation management systems, focusing on integrating …

A Systematic review on the energy efficiency of dynamic clustering in a heterogeneous environment of Wireless Sensor Networks (WSNs)

MF Alomari, MA Mahmoud, R Ramli - Electronics, 2022 - mdpi.com
There are a variety of applications for wireless sensor networks (WSNs), such as military,
health monitoring systems, natural disasters, smartphones, and other surveillance systems …

Forest Defender Fusion System for Early Detection of Forest Fires

MKI Ibraheem, MB Mohamed, A Fakhfakh - Computers, 2024 - mdpi.com
In the past ten years, rates of forest fires around the world have increased significantly.
Forest fires greatly affect the ecosystem by damaging vegetation. Forest fires are caused by …

A review of energy-efficient secured routing algorithm for IoT-Enabled smart agricultural systems

CS kumar, RV Anand - Journal of Biosystems Engineering, 2023 - Springer
Purpose Food security is the most concerning term nowadays with the increase in world
population. The increase in population leads to the conversion of farmland into houses, and …

Energy-aware and efficient cluster head selection and routing in wireless sensor networks using improved artificial bee Colony algorithm

H Alsuwat, E Alsuwat - Peer-to-Peer Networking and Applications, 2025 - Springer
Abstract Wireless Sensor Networks (WSNs) employ multi-hop routing to efficiently transmit
data, but energy consumption remains a significant challenge in ensuring effective …