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20220427-use DQN and DDPG to allocation the NOMA resource
Resource allocation algorithm for cellular networks.
Notebooks for Large Language Models (LLMs) Specialization
Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
paper code
PyLayers is a Python platform for Site Specific Radio Propagation Simulation for Evaluating Indoor Localization algorithms using UWB radio signals including Human Indoor Mobility
Performance Analysis of Indoor Communication System Using Off-the-Shelf LEDs With Human Blockages
Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication
Simulation code for "Energy Efficiency Fairness for Multi-Pair Wireless-Powered Relaying Systems," IEEE J. Sel. Areas Commun., vol. 37, no. 2, pp. 357-373, Feb. 2019. by K.-G. Nguyen, Q.-D. Vu, L.-…
Simulation code for "Distributed Solutions for Energy Efficiency Fairness in Multicell MISO Downlink," IEEE Trans. Wireless Commun., vol. 16, no. 9, Sep. 2017, by K.-G. Nguyen, Q.-D. Vu, M. Juntti,…
Simulation code for "Energy Efficiency Maximization in Large-Scale Cell-Free Massive MIMO: A Projected Gradient Approach," IEEE Trans. Wireless Commun., vol. 21, no. 8, pp. 6357-6371, Aug. 2022 by …
The codes for the paper Human-Blockage-Model-for-Indoor-Terahertz-Band-Communication
Discover augmentation strategies tailored for your dataset
This repository consists of codes for the Policy based User Association method that is being developed
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
In a Rate Splitting (RS) approach, each message is divided into a common message and private messages. This project is introduced based on the genetic algorithm (GA) to finding an optimal power ra…
The evaluation code for the paper "Radar Aided Proactive Blockage Prediction in Real-World Millimeter Wave Systems".
Summary repository for AI Summer 2024
