Deep Learning Empowered CSI Acquisition and Feedback for B5G Wireless Systems
K Ma, Y Sang, Y Ming, J Lian, C Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Deep learning based channel state information (CSI) acquisition and feedback in frequency
division duplex systems have drawn much attention in the beyond fifth-generation (B5G) …
division duplex systems have drawn much attention in the beyond fifth-generation (B5G) …
Transmission Scheduling of Millimeter Wave Communication for High-Speed Railway in Space-Air-Ground Integrated Network
The space-air-ground integrated network (SAGIN) greatly improves coverage and reliability
for millimeter-wave (mmWave) communication in high-speed railway (HSR) scenarios …
for millimeter-wave (mmWave) communication in high-speed railway (HSR) scenarios …
DiReDi: Distillation and Reverse Distillation for AIoT Applications
Artificial Intelligence & Internet of Things (AIoT) have been widely utilized in various
application scenarios. Significant efficiency can typically be achieved by deploying different …
application scenarios. Significant efficiency can typically be achieved by deploying different …
[HTML][HTML] Beam Prediction for mmWave V2I Communication Using ML-Based Multiclass Classification Algorithms
Beam management is a key functionality in establishing and maintaining reliable
communication in cellular and vehicular networks, and it becomes more critical at millimeter …
communication in cellular and vehicular networks, and it becomes more critical at millimeter …
Performance evaluation of energy harvesting-enabled NOMA under imperfect κ− μ shadowed fading channel information and hardware impairment
K Ho-Van - Physical Communication, 2024 - Elsevier
Energy harvesting (EH)-enabled nonorthogonal multiple access (NOMA) is one of wireless
communication technologies which has superiority of energy and spectral efficiencies …
communication technologies which has superiority of energy and spectral efficiencies …
5G-Advanced AI/ML Beam Management: Performance Evaluation with Integrated ML Models
N Jayaweera, A Bonfante, M Schamberger… - arXiv preprint arXiv …, 2024 - arxiv.org
The legacy beam management (BM) procedure in 5G introduces higher measurement and
reporting overheads for larger beam codebooks resulting in higher power consumption of …
reporting overheads for larger beam codebooks resulting in higher power consumption of …
Fast Best Beam Prediction and Overhead Reduction for 6G Networks: A Deep Learning Approach
Beam management (BM) plays a crucial role in maintaining reliable communication links in
highly dynamic scenarios. To enhance BM performance, the 3rd Generation Partnership …
highly dynamic scenarios. To enhance BM performance, the 3rd Generation Partnership …
On the Combination of AI and Wireless Technologies: 3GPP Standardization Progress
Combing Artificial Intelligence (AI) and wireless communication technologies has become
one of the major tech-nologies trends towards 2030. This includes using AI to improve the …
one of the major tech-nologies trends towards 2030. This includes using AI to improve the …