farismismar / Deep-Reinforcement-Learning-for-5G-Networks
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
☆146Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Deep-Reinforcement-Learning-for-5G-Networks
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆53Updated 5 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆38Updated 4 years ago
- Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))☆78Updated 6 years ago
- Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…☆46Updated 7 months ago
- Simulation code for “Learning-Based Downlink Power Allocation in Cell-Free Massive MIMO Systems,” by Mahmoud Zaher, Özlem Tuğfe Demir, Em…☆69Updated 9 months ago
- A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems☆68Updated 3 years ago
- 无线与深度学习结合的论文代码整理/Wireless based on deep learning papers' code☆85Updated 2 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆95Updated 2 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆73Updated 4 years ago
- Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Found…☆85Updated 7 years ago
- This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Pow…☆85Updated 4 years ago
- 《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现☆65Updated 5 years ago
- Simulation code for “Scalable Cell-Free Massive MIMO Systems,” by Emil Björnson and Luca Sanguinetti, IEEE Transactions on Communications…☆61Updated 3 years ago
- ☆72Updated 5 years ago
- intial version☆150Updated 5 years ago
- Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (ch…☆225Updated 5 years ago
- Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters☆69Updated 10 months ago
- Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)☆86Updated 2 years ago
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆128Updated 10 months ago
- ☆33Updated 7 years ago
- This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Netwo…☆39Updated 5 years ago
- Transmit Power Control Using Deep Neural Network for Underlay Device-to-Device Communication☆19Updated 5 years ago
- Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigat…☆41Updated 6 years ago
- Cooperative Spectrum Sensing based on Deep Recurrent Q-Network☆16Updated 5 years ago
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning☆141Updated 2 years ago
- This contains joint channel and power allocation scheme for a full duplex cognitive radio network underlying a cellular network☆21Updated 7 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆205Updated 2 years ago
- ☆34Updated 5 years ago
- Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem …☆92Updated 3 years ago
- WCSP:(1)Joint Uplink and Downlink Resource Allocation for D2D Communications Underlying Cellular Networks☆48Updated 5 years ago