zhangxiaochen95 / hignnLinks
Code implementation for the paper ``Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks''.
☆21Updated 3 years ago
Alternatives and similar repositories for hignn
Users that are interested in hignn are comparing it to the libraries listed below
Sorting:
- Deep unfolded SCA for power allocation in wireless system☆16Updated 3 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.…☆21Updated 6 years ago
- mahermarwani / Graph-Neural-Networks-Approach-for-Joint-Wireless-Power-Control-and-Spectrum-AllocationOfficial repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation☆24Updated 6 months ago
- ☆29Updated last year
- ☆17Updated last year
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆21Updated 4 years ago
- Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Sp…☆12Updated 2 years ago
- Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays☆50Updated 4 years ago
- Graph-based resource sharing in vehicular communication, IEEE Transactions on Wireless Communications☆64Updated last year
- The simulation of paper: Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks☆38Updated 2 years ago
- CNN-Based Resource Allocation for Energy-Efficient D2D Communications☆37Updated 5 years ago
- Algorithms re-implementation for paper "Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approa…☆10Updated 2 years ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆17Updated 4 years ago
- Modelling of Base stations using a homogeneous Poisson point process. Computation of Signal to Noise and Interference ratio (SINR) and Co…☆24Updated 6 years ago
- Matlab codes for paper 'K. -H. Ngo, N. T. Nguyen, T. Q. Dinh, T. -M. Hoang and M. Juntti, "Low-Latency and Secure Computation Offloading …☆30Updated 3 years ago
- Optimizing resource allocation with deep reinforcement learning☆39Updated 5 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆59Updated 2 years ago
- ☆71Updated 4 years ago
- ☆18Updated 5 years ago
- yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems☆15Updated 3 years ago
- YiyangZYY / MARL-based_Joint_Precoding_and_Phase_Shift_Optimization_for_RIS-aided_Cell-Free_Massive_MIMO_Systems☆25Updated last year
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆27Updated 4 years ago
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆31Updated 3 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆52Updated 3 months ago
- A comparison of power allocation mechanisms for 5G D2D mobile communication networks☆14Updated 2 years ago
- This is the code for the paper "Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hert…☆47Updated 2 years ago
- ☆20Updated 2 years ago
- ☆38Updated 4 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 3 years ago
- Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions o…☆25Updated 2 years ago