A comprehensive survey on design and application of autoencoder in deep learning
Autoencoder is an unsupervised learning model, which can automatically learn data
features from a large number of samples and can act as a dimensionality reduction method …
features from a large number of samples and can act as a dimensionality reduction method …
A survey of beam management for mmWave and THz communications towards 6G
Communication in millimeter wave (mmWave) and even terahertz (THz) frequency bands is
ushering in a new era of wireless communications. Beam management, namely initial …
ushering in a new era of wireless communications. Beam management, namely initial …
Channel training-aided target sensing for terahertz integrated sensing and massive MIMO communications
R Zhang, X Wu, Y Lou, FG Yan, Z Zhou… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Integrated sensing and massive multiple-input multiple-output (MIMO) communication
(mMIMO-ISAC) at THz bands can provide vast spatial degrees of freedom and abundant …
(mMIMO-ISAC) at THz bands can provide vast spatial degrees of freedom and abundant …
Integrated sensing and communications: Recent advances and ten open challenges
It is anticipated that integrated sensing and communications (ISACs) would be one of the
key enablers of next-generation wireless networks (such as beyond 5G (B5G) and 6G) for …
key enablers of next-generation wireless networks (such as beyond 5G (B5G) and 6G) for …
Joint communication and sensing toward 6G: Models and potential of using MIMO
The sixth-generation (6G) network is envisioned to integrate communication and sensing
functions, so as to improve the spectrum efficiency and support explosive novel applications …
functions, so as to improve the spectrum efficiency and support explosive novel applications …
Generative AI for the optimization of next-generation wireless networks: Basics, state-of-the-art, and open challenges
F Khoramnejad, E Hossain - IEEE Communications Surveys & …, 2025 - ieeexplore.ieee.org
Next-generation (xG) wireless networks, with their complex and dynamic nature, present
significant challenges to using traditional optimization techniques. Generative Artificial …
significant challenges to using traditional optimization techniques. Generative Artificial …
Beam alignment in mmWave V2X communications: A survey
The digital transformation within the automotive industry is accelerating towards an era
dominated by autonomous vehicles, with vehicle-to-everything (V2X) communications being …
dominated by autonomous vehicles, with vehicle-to-everything (V2X) communications being …
Integrated sensing and communication with massive MIMO: A unified tensor approach for channel and target parameter estimation
Benefitting from the vast spatial degrees of freedom, the amalgamation of integrated sensing
and communication (ISAC) and massive multiple-input multiple-output (MIMO) is expected to …
and communication (ISAC) and massive multiple-input multiple-output (MIMO) is expected to …
Computer vision-aided reconfigurable intelligent surface-based beam tracking: Prototyping and experimental results
In this paper, we propose a novel computer vision-based approach to aid reconfigurable
intelligent surface (RIS) for dynamic beam tracking and implement the corresponding …
intelligent surface (RIS) for dynamic beam tracking and implement the corresponding …
Sensing-assisted communication in vehicular networks with intelligent surface
The recent development of integrated sensing and communications (ISAC) technology offers
new opportunities to meet high-throughput and low-latency communication as well as high …
new opportunities to meet high-throughput and low-latency communication as well as high …