A new design of channel denoiser using residual autoencoder
S Han, J Kim, HY Song - Electronics Letters, 2023 - Wiley Online Library
A joint neural network decoder and denoiser scheme demonstrated superior performance
compared to individual modules. However, there is still a limitation that the existing …
compared to individual modules. However, there is still a limitation that the existing …
3D UAV Small Cell Base Station Positioning and Resource Allocation in Cellular Network: A Stochastic Optimization Approach
Z Rahimi, R Ghanbari… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Integrating unmanned aerial vehicles (UAVs) into wireless communication as aerial
platforms to mount small cell base stations has grown rapidly in recent years. One of the …
platforms to mount small cell base stations has grown rapidly in recent years. One of the …
A review on AI-driven aerial access networks: Challenges and open research issues
Aerial access networks (AANs) consisting of low altitude platforms (LAPs) and high altitude
platforms (HAPs) have been considered as emerging wireless networking technologies to …
platforms (HAPs) have been considered as emerging wireless networking technologies to …
Joint training method for transmission defects based on component hierarchy
W Chao, T Yangyang, G Zhimin, Y Shaoguang… - Soft Computing, 2022 - Springer
With the advancements in information and communication technologies, our world is now a
global village. Efficient and novel technologies are now available for the effective …
global village. Efficient and novel technologies are now available for the effective …
Heterogeneous airborne mmwave cells: Optimal placement for power-efficient maximum coverage
The flexible altitude of unmanned aerial vehicles (UAVs)-mounted base stations (BSs) and
their higher chance of establishing a line-of-sight (LOS) link towards ground users, make …
their higher chance of establishing a line-of-sight (LOS) link towards ground users, make …
Handover Triggering Prediction with the Two-Step XGBOOST Ensemble Algorithm for Conditional Handover in Non-Terrestrial Networks
E Kim, I Joe - Electronics, 2023 - mdpi.com
A Non-Terrestrial Network (NTN) is a network system that enables service for areas where
terrestrial networks cannot cover. An NTN provides communication services using flying …
terrestrial networks cannot cover. An NTN provides communication services using flying …
Hovering localization and power allocation for UAV assisted DF relaying ad hoc network
An ad-hoc network using unmanned aerial vehicle (UAV) as relay, has been gaining
significant attention especially for communication between far apart ground terminals during …
significant attention especially for communication between far apart ground terminals during …
Unmanned Aerial Vehicles: State‐of‐the‐Art, Challenges and Future Scope
Unmanned aerial vehicles (UAVs) form an important part of the wireless communication
systems. Compared to the terrestrial communication systems, these on‐demand UAV …
systems. Compared to the terrestrial communication systems, these on‐demand UAV …
Study on the trajectory positioning and prediction framework of unmanned aerial vehicle based on long short-term memory neural network
Z Yang, X Kang, S Li, C Zhao, J Zhang… - 2022 8th International …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAV) have extensive application value in the military field. It has
been deployed on a large scale in the conflict between Armenia and Azerbaijan, the civil …
been deployed on a large scale in the conflict between Armenia and Azerbaijan, the civil …
Systematic Literature Review on the Machine Learning Techniques for UAV-Assisted mm-Wave Communications
MS Sugesh, G Vairavel - International Conference on Electrical and …, 2023 - Springer
The application of machine learning (ML) solutions in UAV-assisted 5G communication can
bring significant benefits to 5G and beyond 5G communication. There is little elementary …
bring significant benefits to 5G and beyond 5G communication. There is little elementary …