zhangxiaochen95 / hignnLinks
Code implementation for the paper ``Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks''.
☆19Updated 2 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☆15Updated 3 years ago
- ☆28Updated last year
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆20Updated 4 years ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆16Updated 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.…☆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☆17Updated 2 months ago
- Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Sp…☆11Updated 2 years ago
- ☆17Updated 11 months ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆12Updated 4 years ago
- ☆21Updated 2 years ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆12Updated 2 years ago
- A collection for Paper/code for Wireless Communication Optimization Problems with PyTorch based DL☆25Updated 4 years ago
- ☆18Updated 5 years ago
- Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions o…☆24Updated 2 years ago
- Graph-based resource sharing in vehicular communication, IEEE Transactions on Wireless Communications☆64Updated last year
- Code for the paper "Age-of-Information-based Scheduling in Multiuser Uplinks with Stochastic Arrivals: A POMDP Approach"☆11Updated last year
- Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays☆47Updated 3 years ago
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆27Updated 3 years ago
- ☆15Updated last year
- This repository consist of the codes for the results in the paper- Power control for 6g industrial wireless subnetworks: a graph neural n…☆12Updated last year
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 3 years ago
- Modelling of Base stations using a homogeneous Poisson point process. Computation of Signal to Noise and Interference ratio (SINR) and Co…☆23Updated 5 years ago
- Main data and model for submitted paper: Energy-Efficient Multi-Cell Beamforming via Multi-Agent Reinforcement Learning☆11Updated last year
- ☆20Updated last year
- ☆28Updated 4 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
- Modern 5G wireless cellular networks use massive multiple-input multiple-output (MIMO) technology. This concept entails using an antenna …☆18Updated 2 years ago
- Simulation code for "Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources," by Özle…☆28Updated 5 months ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆25Updated 5 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆48Updated last month