Machine-learning-based 3-D channel modeling for U2V mmWave communications
Unmanned aerial vehicle (UAV) millimeter wave (mmWave) technologies can provide
flexible link and high data rate for future communication networks. By considering the new …
flexible link and high data rate for future communication networks. By considering the new …
Space-based electromagnetic spectrum sensing and situation awareness
With a booming number of wireless Internet-of-Things devices, satellite communications
have been recognized as a key pillar to support massive communication and ubiquitous …
have been recognized as a key pillar to support massive communication and ubiquitous …
Generative AI for physical layer communications: A survey
The recent evolution of generative artificial intelligence (GAI) leads to the emergence of
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …
Data Augmentation for Predictive Digital Twin Channel: Learning Multi-Domain Correlations by Convolutional TimeGAN
In order to realize advanced system design for the sophisticated mobile networks, predictive
digital twin (DT) channel is constructed via data-driven approaches to provide high-accuracy …
digital twin (DT) channel is constructed via data-driven approaches to provide high-accuracy …
Temporally correlated compressed sensing using generative models for channel estimation in unmanned aerial vehicles
Bayesian modelling of the channel distribution is a crucial step before channel recovery
specially in the underdetermined scenario in multiple input multiple output (MIMO) antenna …
specially in the underdetermined scenario in multiple input multiple output (MIMO) antenna …
Accurate spectrum map construction for spectrum management through intelligent frequency-spatial reasoning
Spectrum maps are of crucial importance for realizing efficient spectrum management in the
sixth-generation (6G) wireless communication networks. However, existing spectrum map …
sixth-generation (6G) wireless communication networks. However, existing spectrum map …
3D radio map reconstruction based on generative adversarial networks under constrained aircraft trajectories
Three-dimensional (3D) radio map, which characterizes the spatial distribution of the
received signal strength (RSS) across a 3D space, can be a significant tool for wireless …
received signal strength (RSS) across a 3D space, can be a significant tool for wireless …
Deep learning-driven MIMO: Data encoding and processing mechanism
Z Song, J Ma - Physical Communication, 2023 - Elsevier
Abstract Large-scale Multiple-Input Multiple Output (MIMO) is the key technology of 5G
communication. However, dealing with physical channels is a complex process. Machine …
communication. However, dealing with physical channels is a complex process. Machine …
GAN-based Channel Estimation for IRS-aided Communication Systems
This paper proposes a generative adversarial network (GAN) based channel estimation
scheme for intelligent reflecting surface (IRS)-aided single-input multiple-output (SIMO) …
scheme for intelligent reflecting surface (IRS)-aided single-input multiple-output (SIMO) …
A multi-resolution channel structure learning estimation method of geometry-based stochastic model with multi-scene
Y Wei, Z Sheng, Y Fang - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Vehicle-to-vehicle (V2V) communication is the most typical application of the Internet of
Vehicles, and it has many envisaged applications, such as driverless driving, collision …
Vehicles, and it has many envisaged applications, such as driverless driving, collision …