zhangxiaochen95 / hignn
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
- Deep unfolded SCA for power allocation in wireless system☆15Updated 3 years ago
- Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation☆18Updated 4 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
- ☆17Updated 9 months ago
- ☆26Updated last year
- 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
- ☆20Updated last year
- yanzhenliu97 / Latency-Minimization-in-Intelligent-Reflecting-Surface-Assisted-D2D-Offloading-Systems☆14Updated 3 years ago
- A comparison of power allocation mechanisms for 5G D2D mobile communication networks☆13Updated last year
- ☆19Updated 2 years ago
- Modern 5G wireless cellular networks use massive multiple-input multiple-output (MIMO) technology. This concept entails using an antenna …☆18Updated last year
- Simulation code for "Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources," by Özle…☆27Updated 3 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
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 3 years ago
- YiyangZYY / MARL-based_Joint_Precoding_and_Phase_Shift_Optimization_for_RIS-aided_Cell-Free_Massive_MIMO_Systems☆23Updated 10 months ago
- Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems☆12Updated 4 years ago
- Tensorflow implementation of Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks☆16Updated last year
- (Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at d…☆27Updated 2 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆17Updated 4 years ago
- ☆17Updated 5 years ago
- ☆70Updated 3 years ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆16Updated 4 years ago
- Use DeepMIMO dataset to generate samples for wireless power allocation☆10Updated 4 years ago
- Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions o…☆25Updated 2 years ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆26Updated 4 years ago
- Code for the paper "Age-of-Information-based Scheduling in Multiuser Uplinks with Stochastic Arrivals: A POMDP Approach"☆11Updated last year
- codes for "Cooperative Caching, Rendering and Beamforming for RIS-assisted Wireless Virtual Reality Networks"☆17Updated last year
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆25Updated 5 years ago
- A collection for Paper/code for Wireless Communication Optimization Problems with PyTorch based DL☆25Updated 4 years ago
- ☆14Updated last year