Towards communication-efficient digital twin via AI-powered transmission and reconstruction
Digital twin technology has recently gathered pace in engineering communities as it allows
for the convergence of the real structure and its digital counterpart. 3D point cloud data is a …
for the convergence of the real structure and its digital counterpart. 3D point cloud data is a …
Digital twin for 5G and beyond
Although many countries have started the initial phase of rolling out 5G, it is still in its infancy
with researchers from both academia and industry facing the challenges of developing it to …
with researchers from both academia and industry facing the challenges of developing it to …
Implementation framework and validation of cluster-nuclei based channel model using environmental mapping for 6G communication systems
L Yu, Y Zhang, J Zhang, Z Yuan - China Communications, 2022 - ieeexplore.ieee.org
With the research of the upcoming sixth generation (6G) systems, new technologies will
require wider bandwidth, larger scale antenna arrays and more diverse wireless …
require wider bandwidth, larger scale antenna arrays and more diverse wireless …
A convolutional and transformer based deep neural network for automatic modulation classification
Automatic modulation classification (AMC) aims at identifying the modulation of the received
signals, which is a significant approach to identifying the target in military and civil …
signals, which is a significant approach to identifying the target in military and civil …
Deep learning-based channel estimation algorithm over time selective fading channels
The research about deep learning application for physical layer has been received much
attention in recent years. In this paper, we propose a Deep Learning (DL) based channel …
attention in recent years. In this paper, we propose a Deep Learning (DL) based channel …
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 …
Digital twin-empowered communications: A new frontier of wireless networks
The future of wireless network generations is revolving toward unlocking the opportunities
offered by virtualization and digitization services, with the aim to realize improved quality-of …
offered by virtualization and digitization services, with the aim to realize improved quality-of …
Digital twin based beam prediction: Can we train in the digital world and deploy in reality?
S Jiang, A Alkhateeb - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Realizing the potential gains of large-scale MIMO systems requires the accurate estimation
of their channels or the fine adjustment of their narrow beams. This, however, is typically …
of their channels or the fine adjustment of their narrow beams. This, however, is typically …
Multi-frequency channel modeling for millimeter wave and thz wireless communication via generative adversarial networks
Modern cellular systems rely increasingly on simultaneous communication in multiple
discontinuous bands for macro-diversity and increased bandwidth. Multi-frequency …
discontinuous bands for macro-diversity and increased bandwidth. Multi-frequency …
Five disruptive technologies in 6G to support digital twin networks
With the expected explosive growth of the number of mobile user devices and data traffic in
the next decade and beyond, and the expected development of various new applications …
the next decade and beyond, and the expected development of various new applications …