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.
☆176Apr 16, 2020Updated 5 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-for-5G-Networks
Users that are interested in Deep-Reinforcement-Learning-for-5G-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simulation code for "Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems" by Ahmed Alkhateeb, Sam Alex, Paul …☆67Mar 20, 2022Updated 4 years ago
- Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitte…☆50Mar 1, 2021Updated 5 years ago
- Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)☆95May 9, 2022Updated 3 years ago
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆50Jan 24, 2022Updated 4 years ago
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning☆218Nov 22, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 5 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆117Mar 5, 2022Updated 4 years ago
- M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Pro…☆33Dec 11, 2025Updated 3 months ago
- Simulation code for "Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigo…☆86Jul 7, 2023Updated 2 years ago
- Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment☆22May 17, 2021Updated 4 years ago
- Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications☆276Mar 20, 2025Updated last year
- Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Netwo…☆25Oct 9, 2019Updated 6 years ago
- These MATLAB scripts are prepared by A.M.E for the following paper, A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO S…☆12Nov 20, 2020Updated 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…☆43Dec 10, 2017Updated 8 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning☆23Dec 26, 2022Updated 3 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆63May 29, 2020Updated 5 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆136May 9, 2021Updated 4 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays☆54Aug 16, 2021Updated 4 years ago
- 无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL☆2,229Jul 26, 2023Updated 2 years ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆11Dec 3, 2020Updated 5 years ago
- Main data and model for submitted paper: Energy-Efficient Multi-Cell Beamforming via Multi-Agent Reinforcement Learning☆12Jan 24, 2024Updated 2 years ago
- Beamforming design with deep learning.☆329Oct 8, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G.…☆78Sep 18, 2022Updated 3 years ago
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆25Oct 10, 2019Updated 6 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…☆251Aug 5, 2019Updated 6 years ago
- This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Pow…☆98Apr 14, 2020Updated 5 years ago
- A simple example with how hybrid beamforming is employed at the transmit end of a massive MIMO communications system.☆122Apr 14, 2024Updated last year
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆20Oct 1, 2022Updated 3 years ago
- Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems☆91Nov 25, 2020Updated 5 years ago
- Solving Beamforming problem using reinforcement learning between Base station and UAV☆26Jan 24, 2020Updated 6 years ago
- Simulation code for “Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure” by Emil Björnson, Mats…☆176Aug 8, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Machine learning accelerated Branch and Bound for Joint beamforming and antenna selection☆26Jul 20, 2023Updated 2 years ago
- Learning Environment-aware and hardware-compatible beam-forming codebooks☆15Mar 8, 2020Updated 6 years ago
- 《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现☆73Dec 23, 2018Updated 7 years ago
- Beam-selection for mmWave MIMO using machine learning☆50Mar 27, 2020Updated 5 years ago
- Wideband Beamforming for RIS Assisted Near-Field Communications☆21Nov 12, 2024Updated last year
- Master thesis about using reinforcement learning for adaptive beamforming☆28Jun 7, 2022Updated 3 years ago
- DL tackling Massive-MIMO problems☆48Jul 22, 2020Updated 5 years ago