Yifan-Gu-SZU / GNN-aggregation-over-the-air
☆24Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for GNN-aggregation-over-the-air
- Code implementation for the paper ``Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks''.☆19Updated 2 years ago
- Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays☆40Updated 3 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆36Updated 9 months ago
- A collection for Paper/code for Wireless Communication Optimization Problems with PyTorch based DL☆23Updated 4 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆22Updated 3 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆48Updated last year
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆15Updated 4 years ago
- A Dynamic Graph-Based Scheduling and Interference Coordination Approach in Heterogeneous Cellular Networks中的对偶方法,在与作者(周力,zhouli2035@nudt.…☆20Updated 5 years ago
- ☆71Updated 3 years ago
- ☆19Updated last year
- Source code for "Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning", IEEE JSAC.☆59Updated last year
- Deep unfolded SCA for power allocation in wireless system☆13Updated 2 years ago
- ☆13Updated 4 months ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆38Updated 4 years ago
- ☆18Updated last year
- ☆69Updated 3 years ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆11Updated 3 years ago
- ddpg with RIS in secure wireless communication☆26Updated last year
- yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems☆14Updated 2 years ago
- Optimizing resource allocation with deep reinforcement learning☆33Updated 4 years ago
- Graph-based resource sharing in vehicular communication, IEEE Transactions on Wireless Communications☆61Updated 10 months ago
- ☆25Updated 3 years ago
- CNN-Based Resource Allocation for Energy-Efficient D2D Communications☆29Updated 4 years ago
- The simulation of paper: Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks☆34Updated 2 years ago
- A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems☆68Updated 3 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆21Updated 4 years ago
- ☆34Updated 5 years ago
- Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Sp…☆10Updated 2 years ago
- Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters☆69Updated 10 months ago