Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code
☆91Jul 27, 2020Updated 5 years ago
Alternatives and similar repositories for Spectrum-Power-Allocation
Users that are interested in Spectrum-Power-Allocation are comparing it to the libraries listed below
Sorting:
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆24Sep 15, 2019Updated 6 years ago
- Asilomar 2020 code for Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks☆41Jul 27, 2020Updated 5 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆58May 12, 2019Updated 6 years ago
- A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.☆25Feb 21, 2020Updated 6 years ago
- ☆23Dec 30, 2022Updated 3 years ago
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆21Dec 17, 2023Updated 2 years ago
- Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications☆275Mar 20, 2025Updated 11 months ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆78Jul 9, 2020Updated 5 years ago
- ☆79Jan 23, 2019Updated 7 years ago
- Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation☆58Jul 8, 2025Updated 7 months ago
- intial version☆165Mar 9, 2019Updated 6 years ago
- Source code for the papers "Deep-reinforcement learning for fair distributed dynamic spectrum access in wireless networks" and "Deep‐rein…☆13Oct 12, 2022Updated 3 years ago
- 《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现☆73Dec 23, 2018Updated 7 years ago
- WLAN channel access through Multi-Agent Reinforcement Learning (MARL)☆10Mar 2, 2022Updated 4 years ago
- paper code☆11Jul 25, 2022Updated 3 years ago
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆50Jan 24, 2022Updated 4 years ago
- Deep unfolded SCA for power allocation in wireless system☆16Mar 14, 2022Updated 3 years ago
- Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (ch…☆252Aug 5, 2019Updated 6 years ago
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆148Jan 3, 2024Updated 2 years ago
- ☆48Oct 9, 2023Updated 2 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆64May 29, 2020Updated 5 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆137May 9, 2021Updated 4 years ago
- Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))☆89Sep 30, 2018Updated 7 years ago
- A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems☆92Apr 13, 2021Updated 4 years ago
- This is the repository containing the codes for the paper "Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physic…☆15Feb 4, 2022Updated 4 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆262Mar 17, 2022Updated 3 years ago
- Simulation code for "Downlink Power Control for Cell-Free Massive MIMO with Deep Reinforcement Learning" by Lirui Luo, Jiayi Zhang, Shuai…☆82Apr 7, 2022Updated 3 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆63Feb 13, 2023Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆34Nov 21, 2021Updated 4 years ago
- A supervised deep learning based resource allocation scheme for multi-cell wireless system.☆18Oct 29, 2019Updated 6 years ago
- [1] Di Li and James Gross, Distributed TV Spectrum Allocation for Cognitive Cellular Network under Game Theoretical Framework Proc. of th…☆27Apr 7, 2020Updated 5 years ago
- Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters☆79Jan 3, 2024Updated 2 years ago
- Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning☆41Jul 14, 2021Updated 4 years ago
- The code for the article "(\tau,\epsilon)-GREEDY REINFORCEMENT LEARNING FOR ANTI-JAMMING WIRELESS COMMUNICATIONS"☆28Aug 23, 2020Updated 5 years ago
- UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management☆46Sep 27, 2023Updated 2 years ago
- ☆36Mar 12, 2019Updated 6 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆118Mar 5, 2022Updated 3 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆28Mar 22, 2024Updated last year
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆46Oct 28, 2024Updated last year