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Found 7 papers, 0 papers with code
AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties
Then, we compare the RDPG method in different scenarios with soft actor-critic (SAC), deep deterministic policy gradient (DDPG), distributed, and greedy algorithms.
A Machine Learning Based Algorithm for Joint Improvement of Power Control, link adaptation, and Capacity in Beyond 5G Communication systems
The estimation results of AMC and SINR are used to reassign the modulation type, codding rate, and transmit power through frames of eNode B connections.
AoI Minimization in Energy Harvesting and Spectrum Sharing Enabled 6G Networks
The average user access improved from 30% in the overlay mode to 45% in the DQN and 48% in the D3QN.
Blind Modulation Classification via Combined Machine Learning and Signal Feature Extraction
The simulation prove that the proposed algorithm can classified the modulated signal in less SNR.
Theoretical Accuracy Analysis of RSS-Based Range Estimation for Visible Light Communication
In this paper, an improved channel model of visible light communication (VLC) for ranging in presented.
Signal Processing
Cross Layer Resource Allocation in H-CRAN with Spectrum and Energy Cooperation
The simulation results show that the proposed algorithm can provide a non-trivial trade-off between delay and energy efficiency in NOMA H-CRAN systems in terms of EC and EEE and the spectrum and power cooperation improves EEE of the proposed network.
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.
