Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts
The fifth generation (5G) wireless communication networks are being deployed worldwide
from 2020 and more capabilities are in the process of being standardized, such as mass …
from 2020 and more capabilities are in the process of being standardized, such as mass …
A tutorial on ultrareliable and low-latency communications in 6G: Integrating domain knowledge into deep learning
As one of the key communication scenarios in the fifth-generation and also the sixth-
generation (6G) mobile communication networks, ultrareliable and low-latency …
generation (6G) mobile communication networks, ultrareliable and low-latency …
Wireless semantic communications for video conferencing
Video conferencing has become a popular mode of meeting despite consuming
considerable communication resources. Conventional video compression causes resolution …
considerable communication resources. Conventional video compression causes resolution …
Overview of deep learning-based CSI feedback in massive MIMO systems
Many performance gains achieved by massive multiple-input and multiple-output depend on
the accuracy of the downlink channel state information (CSI) at the transmitter (base station) …
the accuracy of the downlink channel state information (CSI) at the transmitter (base station) …
Wireless networks design in the era of deep learning: Model-based, AI-based, or both?
A Zappone, M Di Renzo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper deals with the use of emerging deep learning techniques in future wireless
communication networks. It will be shown that the data-driven approaches should not …
communication networks. It will be shown that the data-driven approaches should not …
Terahertz wireless communications for 2030 and beyond: A cutting-edge frontier
For 6G in 2030 and beyond, key performance metrics long for terabit-per-second, one-tenth
of millisecond latency with zero jitter, millimeter-preci-sion sensing and positioning, and …
of millisecond latency with zero jitter, millimeter-preci-sion sensing and positioning, and …
Deep learning in physical layer communications
DL has shown great potential to revolutionize communication systems. This article provides
an overview of the recent advancements in DL-based physical layer communications. DL …
an overview of the recent advancements in DL-based physical layer communications. DL …
6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence
With a ten-year horizon from concept to reality, it is time now to start thinking about what will
the sixth-generation (6G) mobile communications be on the eve of the fifth-generation (5G) …
the sixth-generation (6G) mobile communications be on the eve of the fifth-generation (5G) …
Model-driven deep learning for MIMO detection
In this paper, we investigate the model-driven deep learning (DL) for MIMO detection. In
particular, the MIMO detector is specially designed by unfolding an iterative algorithm and …
particular, the MIMO detector is specially designed by unfolding an iterative algorithm and …
Machine learning for large-scale optimization in 6g wireless networks
The sixth generation (6G) wireless systems are envisioned to enable the paradigm shift from
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …