Physical layer security (PLS) is promising for secure short-packet transmissions in ultra- reliable and low-latency communications. The bottlenecks of applying PLS in practice …
Ultra-reliable and Low-latency Communications (URLLC) is expected to be one of the most critical characteristics Beyond fifth-Generation (B5G) cellular networks with stringent low …
Deep neural networks (DNNs) are emerging as a potential solution to solve NP-hard wireless resource allocation problems. However, in the presence of intricate constraints, eg …
X Zhang, Z Zhang, L Yang - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Learning-based resource allocation (LRA) is envisioned as an integral element of 6G. This article proposes a novel learning-based paradigm to address resource allocation problems …
We consider the problem of power control in wireless networks, consisting of multiple transmitter-receiver pairs communicating with each other over a single shared wireless …
S He, S Xiong, Z An, W Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In wireless networks, the optimization problems generally have complex constraints and are usually solved via utilizing the traditional optimization methods that have high computational …
M Alhartomi - 2023 IEEE 13th annual computing and …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks and apps have lately benefited from the use of artificial intelligence (AI) to improve a significant amount of data. The integration of AI with 6G can …
W Liu, X He, H Xu, Z Wang, A Zhou - Physical Communication, 2023 - Elsevier
In this paper, we consider a downlink multiple-input single-output (MISO) system for enhanced mobile broadband (eMBB) and ultra-reliable and low-latency communication …
H Afifi, S Pochaba, A Boltres, D Laniewski… - IEEE …, 2024 - ieeexplore.ieee.org
Machine learning has found many applications in network contexts. These include solving optimisation problems and managing network operations. Conversely, networks are …