Dynamic channel allocation in cellular networks by reinforcement learning
☆18May 25, 2022Updated 4 years ago
Alternatives and similar repositories for dca
Users that are interested in dca are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using Q-Learning to solve a modified bin packing type problem.☆10Dec 8, 2022Updated 3 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆59May 12, 2019Updated 7 years ago
- Deep Reinforcement Learning for Dynamic Multicahnnel Access in Wireless Networks☆14Oct 1, 2017Updated 8 years ago
- Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))☆88Sep 30, 2018Updated 7 years ago
- 10小时搞定Latex排版☆12Jun 22, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A list of advice on doing research that is useful for me :)☆13Aug 17, 2019Updated 6 years ago
- Introduction to surrogate modeling optimization in wireless networks☆10May 10, 2018Updated 8 years ago
- Hybrid Linear UCB Multi-arm Bandit library☆14Oct 5, 2016Updated 9 years ago
- A PyTorch + Python 3.x implementation of the Echo protocol☆10Mar 12, 2026Updated 3 months ago
- Coverage Analysis for Millimeter-wave in cellular network☆10Sep 22, 2018Updated 7 years ago
- Companion codes for the paper "Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems", accepted by IEEE TAC☆12Oct 3, 2017Updated 8 years ago
- Paper collection of next-generation network resource allocation by machine learning☆11Mar 18, 2020Updated 6 years ago
- optimal mode selection between normal cellular and D2D mode.☆10Dec 24, 2017Updated 8 years ago
- This repository contains the code of the simulator used in the paper "Effect of LOS/NLOS Propagation on 5G Ultra-Dense Networks", submitt…☆12Mar 9, 2017Updated 9 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This contains joint channel and power allocation scheme for a full duplex cognitive radio network underlying a cellular network☆24Oct 20, 2017Updated 8 years ago
- IPython Notebooks of Convex Optimization Problems☆13Nov 9, 2023Updated 2 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…☆51Jan 24, 2022Updated 4 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…☆255Aug 5, 2019Updated 6 years ago
- ☆14Dec 4, 2018Updated 7 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆79Jul 9, 2020Updated 5 years ago
- This repository includes the idea of effective D2D Communication method using Matching theoretic approach☆11Feb 11, 2018Updated 8 years ago
- This MATLAB code simulates a PPP wireless communication in the millimeter wave band (@28 GHz)☆13Jun 8, 2018Updated 8 years ago
- GitHub for the article Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks (Luca Pasqualini and …☆11Feb 18, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Source code for the papers "Deep-reinforcement learning for fair distributed dynamic spectrum access in wireless networks" and "Deep‐rein…☆14Oct 12, 2022Updated 3 years ago
- Probability of connecting to multiple base stations in a multi-tier Poisson network based on the SINR.☆14May 31, 2025Updated last year
- Official codes for "Training Deep Q-Network via Monte Carlo Tree Search for Adaptive Bitrate Control in Video Delivery"☆10Jul 21, 2023Updated 2 years ago
- Python Q learning implementations and application examples in wireless networks☆18Feb 10, 2017Updated 9 years ago
- The is a research project I am working on :)☆62Jan 5, 2024Updated 2 years ago
- This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G …☆33Oct 22, 2024Updated last year
- Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigat…☆43Dec 10, 2017Updated 8 years ago
- ☆15Feb 17, 2018Updated 8 years ago
- Simulation code for “Massive MIMO has Unlimited Capacity” by Emil Björnson, Jakob Hoydis, Luca Sanguinetti, IEEE Transactions on Wireless…☆14Mar 27, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…☆48Apr 2, 2024Updated 2 years ago
- Code for my publication: Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. Paper accepted to IEEE Interna…☆16Jan 1, 2020Updated 6 years ago
- ☆18Jul 28, 2017Updated 8 years ago
- Joint Power Control and Link Scheduling of a Wireless Network☆15Feb 26, 2016Updated 10 years ago
- Simulation code for “Deploying Dense Networks for Maximal Energy Efficiency: Small Cells Meet Massive MIMO” by Emil Björnson, Luca Sangui…☆15Oct 27, 2017Updated 8 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆15Feb 5, 2021Updated 5 years ago
- ☆18May 15, 2017Updated 9 years ago