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Found 7 papers, 0 papers with code
Hybrid-Task Meta-Learning: A Graph Neural Network Approach for Scalable and Transferable Bandwidth Allocation
To enable the generalization of the GNN, we develop a hybrid-task meta-learning (HML) algorithm that trains the initial parameters of the GNN with different communication scenarios during meta-training.
Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks
Our designed constrained DRL effectively attains the optimal resource allocations that are adapted to the dynamic DoS requirements.
Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications
This paper designs a graph neural network (GNN) to improve bandwidth allocations for multiple legitimate wireless users transmitting to a base station in the presence of an eavesdropper.
Hybrid NOMA assisted Integrated Sensing and Communication via RIS
Furthermore, the trade-off between sensing and communication is analyzed and demonstrated in the simulation results.
Weighted Sum Age of Information Minimization in Wireless Networks with Aerial IRS
In this letter, we analyze a terrestrial wireless communication network assisted by an aerial intelligent reflecting surface (IRS).
Secret Key Generation for Intelligent Reflecting Surface Assisted Wireless Communication Networks
We propose and analyze secret key generation using intelligent reflecting surface (IRS) assisted wireless communication networks.
Joint Information Theoretic Secrecy and Covert Communication in the Presence of an Untrusted User and Warden
We formulate an optimization problem with the aim of maximizing the average rate subject to a covert communication requirement and a secure communications constraint.
