Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning
☆226Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for RIS-MISO-Deep-Reinforcement-Learning
Users that are interested in RIS-MISO-Deep-Reinforcement-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model☆113Nov 10, 2023Updated 2 years ago
- ☆103Sep 8, 2020Updated 5 years ago
- ☆98Apr 15, 2023Updated 3 years ago
- RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.☆1,471Apr 8, 2026Updated last month
- ddpg with RIS in secure wireless communication☆36Jul 19, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆97Nov 15, 2023Updated 2 years ago
- This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wir…☆208Nov 24, 2022Updated 3 years ago
- Source code for "Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning", IEEE JSAC.☆72Apr 13, 2026Updated last month
- Simulation code for "A Novel SCA-Based Method for Beamforming Optimization in IRS/RIS-Assisted MU-MISO Downlink," by V. Kumar, R. Zhang, …☆56Feb 3, 2023Updated 3 years ago
- Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G.…☆80Apr 2, 2026Updated last month
- ☆75Jul 19, 2021Updated 4 years ago
- ☆34Jun 4, 2024Updated last year
- Aerial Reconfigurable Intelligent Surface-Aided Wireless Communication Systems, IEEE PIMRC, 2021☆38Jul 19, 2025Updated 10 months ago
- Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"☆72Jun 24, 2024Updated last year
- 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.
- components of RIS simulations☆78Jun 22, 2021Updated 4 years ago
- paper simulation "Intelligent Reflecting Surface Enhanced Wireless Network_Joint Active and Passive BeamformingDesign" Qingqing Wu and Ru…☆139Jun 27, 2022Updated 3 years ago
- Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Pa…☆176Apr 16, 2020Updated 6 years ago
- ☆39Dec 22, 2021Updated 4 years ago
- Optimization of Transmit Beamforming based on Unsupervised Learning With Channel Covariances for MISO Downlink Assisted by Reconfigurable…☆18Dec 28, 2024Updated last year
- ☆25Aug 13, 2021Updated 4 years ago
- This repository is accompanying the papers "Artificial Fast Fading from Reconfigurable Surfaces Enables Ultra-Reliable Communications" (S…☆15Nov 15, 2022Updated 3 years ago
- [IEEE WCNC] Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces☆172Sep 28, 2023Updated 2 years ago
- This is the repository for the deep reinforcement learning in classic and novel wireless communication scnarios.☆76Apr 11, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆42Dec 6, 2020Updated 5 years ago
- This repository contains the source codes in ``Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems'' to be publi…☆70Sep 12, 2024Updated last year
- Simulation code for "On the Secrecy Rate under Statistical QoS Provisioning for RIS-assisted MISO Wiretap Channel," by V. Kumar, M. F. F…☆19Aug 29, 2022Updated 3 years ago
- simulation for https://ieeexplore.ieee.org/document/9434412☆30Mar 31, 2022Updated 4 years ago
- ☆32May 30, 2024Updated last year
- Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitte…☆51Mar 1, 2021Updated 5 years ago
- The code for the paper "STARS Enabled Integrated Sensing and Communications" in IEEE Transactions on Wireless Communications☆79Jul 3, 2025Updated 10 months ago
- The code for the paper "Coupled Phase-Shift STAR-RISs: A General Optimization Framework" in IEEE Wireless Communications Letters☆46Feb 23, 2023Updated 3 years ago
- PIMRC paper Reproducible codes☆59Apr 12, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Simulation code for “Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Bj…☆117Jul 25, 2024Updated last year
- PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning☆25Dec 26, 2022Updated 3 years ago
- This is the code implementation for the GMML algorithm.☆78Nov 29, 2024Updated last year
- MSc thesis at Imperial College London☆46Feb 21, 2022Updated 4 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆32Jan 18, 2021Updated 5 years ago
- The code for the paper "Simultaneously transmitting and reflecting surface (STARS) for terahertz communications" in IEEE Journal of Selec…☆58Oct 29, 2023Updated 2 years ago
- ☆15Jul 6, 2024Updated last year