[HTML][HTML] A review of AI-enabled routing protocols for UAV networks: Trends, challenges, and future outlook

A Rovira-Sugranes, A Razi, F Afghah, J Chakareski - Ad Hoc Networks, 2022 - Elsevier
Abstract Unmanned Aerial Vehicles (UAVs), as a recently emerging technology, enabled a
new breed of unprecedented applications in different domains. This technology's ongoing …

Topology control algorithms in multi-unmanned aerial vehicle networks: An extensive survey

MM Alam, MY Arafat, S Moh, J Shen - Journal of network and computer …, 2022 - Elsevier
In recent years, unmanned aerial vehicles (UAVs) have attracted increased attention from
academic and industrial research communities, owing to their wide range of potential …

[HTML][HTML] 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 …

Q-learning-based routing inspired by adaptive flocking control for collaborative unmanned aerial vehicle swarms

MM Alam, S Moh - Vehicular Communications, 2023 - Elsevier
A collaborative unmanned aerial vehicle (UAV) swarm can support various applications,
including aerial surveillance and emergency communication. Owing to the high mobility …

[HTML][HTML] Survey on Q-learning-based position-aware routing protocols in flying ad hoc networks

MM Alam, S Moh - Electronics, 2022 - mdpi.com
A flying ad hoc network (FANETs), also known as a swarm of unmanned aerial vehicles
(UAVs), can be deployed in a wide range of applications including surveillance, monitoring …

[Retracted] Monitoring System‐Based Flying IoT in Public Health and Sports Using Ant‐Enabled Energy‐Aware Routing

IU Khan, MA Hassan, MD Alshehri… - Journal of …, 2021 - Wiley Online Library
In recent decades, the Internet of flying networks has made significant progress. Several
aerial vehicles communicate with one another to form flying ad hoc networks. Unmanned …

[HTML][HTML] Investigating routing in the vanet network: Review and classification of approaches

AK Sangaiah, A Javadpour, CC Hsu, A Haldorai… - Algorithms, 2023 - mdpi.com
Vehicular Ad Hoc Network (VANETs) need methods to control traffic caused by a high
volume of traffic during day and night, the interaction of vehicles, and pedestrians, vehicle …

Fully-echoed Q-routing with simulated annealing inference for flying adhoc networks

A Rovira-Sugranes, F Afghah, J Qu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Current networking protocols deem inefficient in accommodating the two key challenges of
Unmanned Aerial Vehicle (UAV) networks, namely the network connectivity loss and energy …

A survey on how network simulators serve reinforcement learning in wireless networks

S Ergun, I Sammour, G Chalhoub - Computer Networks, 2023 - Elsevier
Rapid adoption of mobile devices, coupled with the increase in prominence of mobile
applications and services, resulted in unprecedented infrastructure requirements for mobile …

A data-driven packet routing algorithm for an unmanned aerial vehicle swarm: A multi-agent reinforcement learning approach

X Qiu, L Xu, P Wang, Y Yang… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Routing decisions made by unmanned aerial vehicle (UAV) swarms are affected by complex
and dynamically changing topologies. A centralized routing algorithm imposes the entire …