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 …

Data transmission optimization based on multi-objective deep reinforcement learning

C Wang, X Li, J Tian, Y Yin - The Computer Journal, 2024 - academic.oup.com
Simultaneously reducing network energy consumption and delay is a hot topic today. This
paper addresses this issue by designing a novel multi-objective data transmission …

Q-learning driven routing for aeronautical ad-hoc networks

T Bilen, B Canberk - Pervasive and Mobile Computing, 2022 - Elsevier
The aeronautical ad-hoc network (AANET) is one of the critical methodologies to satisfy the
Internet connectivity requirement of airplanes during their flights. However, the ultra-dynamic …

Deep reinforcement learning based routing in an air-to-air ad-hoc network

Z Wang, R Han, H Li, EJ Knoblock… - 2022 IEEE/AIAA 41st …, 2022 - ieeexplore.ieee.org
This paper studies the Multiple Sources and Multiple Destinations (MSMD) routing problem
in a dynamic Air-to-Air Ad-hoc Network (AAAN). We consider a spectrum-limited scenario …

A Survey of Different VANET Routing Protocols

P Shandil - 2023 - catalog.lib.kyushu-u.ac.jp
Vehicle nodes can join or exit the VANET, which is a decentralized sort of network. Due to
the network's dynamic nature, reactive routing methods are used for path establishment from …

Deep Reinforcement Learning based Routing for Non-cooperative Multi-flow Games in Dynamic AANETs

H He, K Sun, S Chen, X Jiang, R Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Aeronautical Ad hoc Networks (AANETs) have been identified as pivotal constituents of the
Next Generation Wireless Communication Network (NGWCN), courtesy of their ability to …

[PDF][PDF] ISTANBUL TECHNICAL UNIVERSITY 击 GRADUATE SCHOOL

T BILEN - 2022 - polen.itu.edu.tr
1.1 Purpose The aeronautical networks attract the attention of both industry and academia
since Internet access during flights turns to the crucial demand from luxury with the evolving …