Hybrid deep learning‐based throughput analysis for UAV‐assisted cellular networks
Y Yayeh Munaye, RT Juang, HP Lin… - IET …, 2020 - Wiley Online Library
Mobile users are interested in utilising high network capabilities without time and place
constraints. However, with a high level of interest in the usage of mobile phones and internet …
constraints. However, with a high level of interest in the usage of mobile phones and internet …
Deep learning-based throughput estimation for UAV-Assisted network
Due to the rapid growth of mobile technology, unmanned aerial vehicles (UAV) is emerging
as a promising solution to distribute wireless data for ground users as a base station (BS) …
as a promising solution to distribute wireless data for ground users as a base station (BS) …
Throughput performance of 4G-based UAV in a sub-urban environment in Malaysia
The demand for cellular connected Unmanned Aerial Vehicle (UAV) is getting more
attention recently due to the various applications which desire for aneagle eye'view. The …
attention recently due to the various applications which desire for aneagle eye'view. The …
Machine Learning Methods for Multi-UAV Network Throughput Prediction
A communication system that can proactively react to dynamic channel conditions is an
essential characteristic of future mobile edge networks. In any anticipatory networking …
essential characteristic of future mobile edge networks. In any anticipatory networking …
UAV positioning for throughput maximization using deep learning approaches
The use of unmanned aerial vehicles (UAVs) as a communication platform has great
practical importance for future wireless networks, especially for on-demand deployment for …
practical importance for future wireless networks, especially for on-demand deployment for …
[引用][C] Throughput Performance of Cellular-Connected UAV Coexisting with Terrestrial Users
Unmanned aerial vehicles (UAVs) have opened up various applications with significant
socioeconomic benefits, but require reliable connectivity for control and data transmission. In …
socioeconomic benefits, but require reliable connectivity for control and data transmission. In …
Throughput and Delay Considerations of UAV Assisted Vehicular Wireless Networks
SS Gadhiraju, M Sarkar… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Communication technologies based on unmanned aerial vehicles (UAV s) are constantly
evolving and look forward to gradually improve within the close future. Traditional …
evolving and look forward to gradually improve within the close future. Traditional …
A deep learning approach for wireless network performance classification based on uav mobility features
Y Bai, D Yu, X Zhang, M Chai, G Liu, J Du, L Wang - Drones, 2023 - mdpi.com
The unmanned aerial vehicle (UAV) has drawn attention from the military and researchers
worldwide, which has advantages such as robust survivability and execution ability. Mobility …
worldwide, which has advantages such as robust survivability and execution ability. Mobility …
An open, real-world dataset of cellular UAV communication properties
GJ Martinez, G Dubrovskiy, S Zhu… - 2021 International …, 2021 - ieeexplore.ieee.org
In the past few years, unmanned aerial vehicles (UAVs) have drastically increased in
popularity both from consumer and industry perspectives. A key component towards …
popularity both from consumer and industry perspectives. A key component towards …
Urban air mobility—a 6G use case?
The increasing popularity of Unmanned Aerial Vehicles (UAV) has resulted in exponential
growth of the market owing to numerous applications that have been facilitated by advances …
growth of the market owing to numerous applications that have been facilitated by advances …