Topology-Aware Resilient Routing Protocol for FANETs: An Adaptive Q-Learning Approach

Y Cui, Q Zhang, Z Feng, Z Wei, C Shi… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Flying ad hoc networks (FANETs) play a crucial role in numerous military and civil
applications since it shortens mission duration and enhances coverage significantly …

AI-driven aeronautical ad hoc networks for 6G wireless: Challenges, opportunities, and the road ahead

T Bilen, B Canberk, V Sharma, M Fahim, TQ Duong - Sensors, 2022 - mdpi.com
Aeronautical ad hoc network (AANET) has been considered a promising candidate to
complete the vision of “Internet in the sky” by supporting high-speed broadband connections …

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 …

Dynamic virtual topology aided networking and routing for aeronautical ad-hoc networks

J Yang, K Sun, H He, X Jiang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Aeronautical Ad-hoc Networks (AANETs) have been proposed as the promising
complement to terrestrial networks for promoting the global interconnection to provide in …

[HTML][HTML] Автоматизация обработки аэронавигационной информации на основе многоагентных технологий

ДЭ Эшмурадов, ТД Элмурадов… - Научный вестник …, 2022 - cyberleninka.ru
Прогресс в развитии средств вычислительной техники обеспечивает возможность
решать все более широкий класс задач с помощью программных систем, к числу таких …

Deep learning aided routing for space-air-ground integrated networks relying on real satellite, flight, and shipping data

D Liu, J Zhang, J Cui, SX Ng… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Current maritime communications mainly rely on satellites having meager transmission
resources, hence suffering from poorer performance than modern terrestrial wireless …

Multiple-objective packet routing optimization for aeronautical ad-hoc networks

J Zhang, D Liu, S Chen, SX Ng… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Providing Internet service above the clouds is of ever-increasing interest and in this context
aeronautical ad-hoc networking (AANET) constitutes a promising solution. However, the …

AR-GAIL: Adaptive routing protocol for FANETs using generative adversarial imitation learning

J Liu, Q Wang, Y Xu - Computer Networks, 2022 - Elsevier
Flying ad hoc networks (FANETs), as the emerging communication paradigm, have been
widely used in civil and military fields. Packet routing in FANETs is challenging due to …

WOAD3QN-RP: An intelligent routing protocol in wireless sensor networks—A swarm intelligence and deep reinforcement learning based approach

X Yang, J Yan, D Wang, Y Xu, G Hua - Expert Systems with Applications, 2024 - Elsevier
Abstract Wireless Sensor Networks (WSN) are a crucial part of the Internet of Things (IoT),
and research on WSN routing protocols has always been a hot topic in academia. However …

A deep reinforcement learning-based geographic packet routing optimization

Y Bai, X Zhang, D Yu, S Li, Y Wang, S Lei… - IEEE Access, 2022 - ieeexplore.ieee.org
Packet routing is a fundamental problem in wireless networks in which routers decide the
next hop for each packet in order to deliver it to its destination as quickly as possible. In …