Towards trajectory prediction-based uav deployment in smart transportation systems

F Liang, X Liu, NA Kose… - 2023 32nd International …, 2023 - ieeexplore.ieee.org
A smart transportation system (ie, intelligent transportation system) refers to a transportation
critical infrastructure system that integrates advanced technologies (eg, networking …

An adaptive UAV positioning model for sustainable smart transportation

M Aloqaily, O Bouachir, I Al Ridhawi, A Tzes - Sustainable Cities and …, 2022 - Elsevier
Several research works are being considered to adopt the use of UAVs to support smart
transportation systems due to their movement flexibility. In this article, a UAV-supported …

Proactive uavs placement in vanets

MM Islam, MM Saad, MTR Khan… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Seamless connectivity between the vehicles and the infrastructures is required for the
provisioning of future vehicular applications. However, the infrastructures in vehicular ad hoc …

Traffic-aware UAV placement using a generalizable deep reinforcement learning methodology

EN Almeida, R Campos… - 2022 IEEE Symposium on …, 2022 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) acting as Flying Access Points (FAPs) are being used to
provide on-demand wireless connectivity in extreme scenarios. Despite ongoing research …

A novel smart data collection approach in UAV-enabled smart transportation system

S Swain, AK Tripathy - Advances in Distributed Computing and Machine …, 2022 - Springer
In this paper, the high-altitude UAVs (HA-UAVs) act as a data collector that receives critical
data from low-altitude UAV (LA-UAVs) in regular intervals, whereas the LA-UAVs are used …

Uav trajectory optimization and choice for uav placement for data collection in beyond 5g networks

MK Shehzad, SA Hassan, MA Luque-Nieto… - Intelligent Unmanned Air …, 2022 - Springer
Unmanned aerial vehicles (UAVs) evolution has shown potential in many applications of
wireless communication because of their high coverage, promising rates, and flexible …

Trajectory planning of multiple dronecells in vehicular networks: A reinforcement learning approach

M Samir, D Ebrahimi, C Assi… - IEEE Networking …, 2020 - ieeexplore.ieee.org
The agility of unmanned aerial vehicles (UAVs) have been recently harnessed in developing
potential solutions that provide seamless coverage for vehicles in areas with poor cellular …

Optimizing UAV-to-car communications in 3D environments through dynamic UAV positioning

SA Hadiwardoyo, CT Calafate, JC Cano… - 2019 IEEE/ACM …, 2019 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) can act as re-lays in areas with limited infrastructure to
support car-to-car communications. Prior studies on UAV-to-car communications showed …

Learning to Deployment: Data-Driven On-Demand UAV Placement for Throughput Maximization

L Wang, H Zhang, S Guo, D Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) communications appear to be one of the most promising
paradigms for future wireless communication networks, because of their high flexibility in …

Monitoring road traffic with a UAV-based system

M Elloumi, R Dhaou, B Escrig, H Idoudi… - 2018 IEEE wireless …, 2018 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) are becoming an attractive solution for road traffic
monitoring because of their mobility, low cost, and broad view range. Up to now, existing …