Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems

BD Son, NT Hoa, T Van Chien, W Khalid… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) and massive IoT systems are key to sixth-generation (6G)
networks due to dense connectivity, ultrareliability, low latency, and high throughput …

Signal processing and learning for next generation multiple access in 6G

W Chen, Y Liu, H Jafarkhani, YC Eldar, P Zhu… - arXiv preprint arXiv …, 2023 - arxiv.org
Wireless communication systems to date primarily rely on the orthogonality of resources to
facilitate the design and implementation, from user access to data transmission. Emerging …

Adaptive Compression Offloading and Resource Allocation for Edge Vision Computing

W Xiao, Y Hao, J Liang, L Hu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid progress in edge computing (EC) and 5G wireless communication technology has
opened up novel opportunities for intelligent applications driven by Deep Neural Networks …

A supervised active learning method for identifying critical nodes in IoT networks

B Ojaghi, MM Dehshibi, A Antonopoulos - The Journal of Supercomputing, 2024 - Springer
The energy efficiency of wireless sensor networks (WSNs) as a key feature of the Internet of
Things (IoT) and fifth-generation (5G) mobile networks is determined by several key …

GNN-Based Meta-Learning Approach for Adaptive Power Control in Dynamic D2D Communications

VC Luu, JP Hong - IEEE Transactions on Vehicular Technology, 2023 - ieeexplore.ieee.org
This paper proposes a deep learning-based power control method for maximizing the sum
rate subject to rate requirements in the interference-limited device-to-device (D2D) …

An Energy-Efficient Downlink Resource Allocation In Cellular IoT H-CRANs

D Grover - 2023 2nd International Conference on Futuristic …, 2023 - ieeexplore.ieee.org
In order to maximize the efficiency with which wireless resources are put to use by many
users in an OFDMA network, we investigate the intertwined problems of subchannel …