Reinforcement learning-based routing protocols in flying ad hoc networks (FANET): A review

J Lansky, S Ali, AM Rahmani, MS Yousefpoor… - Mathematics, 2022 - mdpi.com
In recent years, flying ad hoc networks have attracted the attention of many researchers in
industry and universities due to easy deployment, proper operational costs, and diverse …

Computational Intelligence Algorithms for UAV Swarm Networking and Collaboration: A Comprehensive Survey and Future Directions

P Cao, L Lei, S Cai, G Shen, X Liu… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) swarm networking and collaboration have significant
prospects in both civilian and military applications, due to its remarkable properties in …

Zero-touch networks: Towards next-generation network automation

M El Rajab, L Yang, A Shami - Computer Networks, 2024 - Elsevier
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …

Enhancing UAV-assisted vehicle edge computing networks through a digital twin-driven task offloading framework

Z Zhang, F Zhang, M Cao, C Feng, D Chen - Wireless Networks, 2024 - Springer
Enhancing the task offload performance of UAV-assisted Vehicular Edge Computing
Networks (VECNs) is complex, especially in vehicle-to-everything (V2X) applications. These …

Spatiotemporal precise routing strategy for multi-UAV-based power line inspection with integrated satellite-terrestrial network

K He, Q Zhou, Z Lian, Y Shen, J Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Disruptions in ground communications during disasters significantly impede unmanned
aerial vehicle (UAV)-based power line inspections, slowing down fault localization and …

QoS enhancement in wireless ad hoc networks using resource commutable clustering and scheduling

S Shitharth, H Manoharan, RA Alsowail, A Shankar… - Wireless …, 2023 - Springer
Effective management and control of large-scale networks can be challenging in the
absence of appropriate resource allocation. This paper presents a framework for …

[HTML][HTML] An improved method of AODV routing protocol using reinforcement learning for ensuring QoS in 5G-based mobile ad-hoc networks

TVT Duong - ICT Express, 2024 - Elsevier
Abstract 5G-based MANET has received a lot of attention recently. Its fundamental feature is
that nodes are constantly subjected to high traffic loads, while QoS requirements are …

The Use of Terrestrial and Maritime Autonomous Vehicles in Nonintrusive Object Inspection

D Mamchur, J Peksa, A Kolodinskis, M Zigunovs - Sensors, 2022 - mdpi.com
Traditional nonintrusive object inspection methods are complex or extremely expensive to
apply in certain cases, such as inspection of enormous objects, underwater or maritime …

Delay-aware and link-quality-aware geographical routing protocol for UANET via dueling deep Q-network

Y Zhang, H Qiu - Sensors, 2023 - mdpi.com
In an unmanned aerial vehicles ad hoc network (UANET), UAVs communicate with each
other to accomplish intricate tasks collaboratively and cooperatively. However, the high …

Reinforcement based Clustering in Flying ad-hoc networks for Serving Vertical and Horizontal Routing

OT Abdulhae, JS Mandeep, MT Islam, MS Islam - IEEE Access, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are receiving increasing attention due to their wide range
of applications. Flying ad-hoc networks (FANETs) enable inter-communication between …