Resource allocation optimization by quantum computing for shared use of standalone irs
T Ohyama, Y Kawamoto, N Kato - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surfaces (IRSs) have attracted attention as a technology that can
considerably improve the energy utilization efficiency of sixth-generation (6G) mobile …
considerably improve the energy utilization efficiency of sixth-generation (6G) mobile …
A non-stationary channel prediction method for UAV communication network with error compensation
Q Zhang, T Yang, C Wu, FR Shi, H Jiang, Q Guo… - … Applications of Artificial …, 2023 - Elsevier
In an unmanned aerial vehicle (UAV) communication network, especially for mission-critical
applications, ultra-reliable and low-latency communication (URLLC) of the control links has …
applications, ultra-reliable and low-latency communication (URLLC) of the control links has …
[HTML][HTML] Machine learning-based adaptive CSI feedback interval
S Hong, S Jo, J So - ICT Express, 2022 - Elsevier
The channel state information (CSI) is essential for the base station (BS) to schedule user
equipments (UEs) and efficiently manage the radio resources. Hence, the BS requests UEs …
equipments (UEs) and efficiently manage the radio resources. Hence, the BS requests UEs …
Deep Reinforcement Learning for Channel State Information Prediction in Internet of Vehicles
In this paper, we address the issue of Channel State Information (CSI) prediction of the
Internet of Vehicles (loV) system, which is a highly dynamic network environment. We …
Internet of Vehicles (loV) system, which is a highly dynamic network environment. We …
Smart-CSI: Deep Learning Based Low Complexity CSI Prediction for Beyond-5G Systems
S Kadambar, AKR Chavva, C Lim… - 2023 IEEE 98th …, 2023 - ieeexplore.ieee.org
Acquiring accurate channel state information (CSI) is challenging in MIMO systems as it is
quickly outdated due to fast variations in the channel. Particularly, in frequency division …
quickly outdated due to fast variations in the channel. Particularly, in frequency division …
AI/ML-based design principles of transceivers for wireless systems
This chapter provides a brief introduction to research works in the field of artificial
intelligence and machine learning (AI/ML)-based beyond-5G (B5G) communication systems …
intelligence and machine learning (AI/ML)-based beyond-5G (B5G) communication systems …