Evolution of non-terrestrial networks from 5G to 6G: A survey
Non-terrestrial networks (NTNs) traditionally have certain limited applications. However, the
recent technological advancements and manufacturing cost reduction opened up myriad …
recent technological advancements and manufacturing cost reduction opened up myriad …
Adversarial attacks and defenses in machine learning-empowered communication systems and networks: A contemporary survey
Adversarial attacks and defenses in machine learning and deep neural network (DNN) have
been gaining significant attention due to the rapidly growing applications of deep learning in …
been gaining significant attention due to the rapidly growing applications of deep learning in …
Deep learning enabled semantic communication systems
Recently, deep learned enabled end-to-end communication systems have been developed
to merge all physical layer blocks in the traditional communication systems, which make joint …
to merge all physical layer blocks in the traditional communication systems, which make joint …
Wireless image transmission using deep source channel coding with attention modules
Recent research on joint source channel coding (JSCC) for wireless communications has
achieved great success owing to the employment of deep learning (DL). However, the …
achieved great success owing to the employment of deep learning (DL). However, the …
Coding techniques for backscatter communications—A contemporary survey
F Rezaei, D Galappaththige… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Backscatter communication (BackCom) networks enable passive/battery-free Internet-of-
Thing devices, providing reliable, massive connectivity while ensuring self-sustainability, low …
Thing devices, providing reliable, massive connectivity while ensuring self-sustainability, low …
Artificial-intelligence-enabled air interface for 6G: Solutions, challenges, and standardization impacts
S Han, T Xie, I Chih-Lin, L Chai, Z Liu… - IEEE …, 2020 - ieeexplore.ieee.org
As 3GPP has completed Release 16 specifications and worldwide 5G commercialization is
speeding up, global interest in 6G is starting to grow. An interesting and important question …
speeding up, global interest in 6G is starting to grow. An interesting and important question …
6g-enabled smart agriculture: A review and prospect
As human society develops, the population is growing explosively and water and land
resources are gradually being exhausted due to pollution. Smart agriculture is regarded as …
resources are gradually being exhausted due to pollution. Smart agriculture is regarded as …
Ko codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning
Landmark codes underpin reliable physical layer communication, eg, Reed-Muller, BCH,
Convolution, Turbo, LDPC, and Polar codes: each is a linear code and represents a …
Convolution, Turbo, LDPC, and Polar codes: each is a linear code and represents a …
Robust adversarial attacks against DNN-based wireless communication systems
There is significant enthusiasm for the employment of Deep Neural Networks (DNNs) for
important tasks in major wireless communication systems: channel estimation and decoding …
important tasks in major wireless communication systems: channel estimation and decoding …
Learn codes: Inventing low-latency codes via recurrent neural networks
Designing channel codes under low-latency constraints is one of the most demanding
requirements in 5G standards. However, a sharp characterization of the performance of …
requirements in 5G standards. However, a sharp characterization of the performance of …