Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))
☆89Sep 30, 2018Updated 8 years ago
Alternatives and similar repositories for Resource-allocation-in-Cognitive-Radio-
Users that are interested in Resource-allocation-in-Cognitive-Radio- are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This contains joint channel and power allocation scheme for a full duplex cognitive radio network underlying a cellular network☆24Oct 20, 2017Updated 9 years ago
- Simulation Study of Double Threshold Energy Detection Method for Cognitive Radios☆13Aug 11, 2018Updated 8 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 6 years ago
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆23Sep 15, 2019Updated 7 years ago
- Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters☆82Jan 3, 2024Updated 2 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.
- an evaluation of matched filter based spectrum sensing procedure in Cognitive Radio using MATLAB simulation Monte Carlo simulation☆18Sep 9, 2018Updated 8 years ago
- This project designs and develops a technique to analyze and correlate spectrum allocation of secondary users using optimization problem …☆26Oct 1, 2020Updated 6 years ago
- This is a part of MATLAB implementation of the paper "Machine Learning Techniques for Cooperative Spectrum Sensing in Cognitive Radio Net…☆23Oct 1, 2020Updated 6 years ago
- Energy Detection Algorithm for Cognitive Radio☆30Apr 10, 2015Updated 11 years ago
- Cognitive Radio Extension for NS3☆16Nov 28, 2018Updated 7 years ago
- Source code for "Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems," by Alessio …☆25Aug 1, 2019Updated 7 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…☆257Aug 5, 2019Updated 7 years ago
- Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Found…☆89Oct 27, 2017Updated 9 years ago
- MATLAB files of modulation classification in cognitive radios☆25Jul 12, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Dec 4, 2018Updated 7 years ago
- Game Theory based Radio Resource Allocation for full-duplex systems☆21Aug 9, 2016Updated 10 years ago
- In this repository, we deal with developing an energy detector and a detector based on cyclostationarity for an OFDM based cognitive radi…☆50Jul 2, 2020Updated 6 years ago
- paper code☆11Jul 25, 2022Updated 4 years ago
- WLAN channel access through Multi-Agent Reinforcement Learning (MARL)☆11Mar 2, 2022Updated 4 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆90Jul 27, 2020Updated 6 years ago
- Bachelor Thesis☆34Aug 18, 2021Updated 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 7 years ago
- intial version☆165Mar 9, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆149Jan 3, 2024Updated 2 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆79Jul 9, 2020Updated 6 years ago
- Centralized cooperative spectrum sensing with soft fusion of energy measurements in highly mobile environments. Neyman-Pearson (NP) detec…☆18Nov 10, 2020Updated 6 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆264Mar 17, 2022Updated 4 years ago
- This is the Matlab implementation of my paper” A PSO-based Weighting Method to Enhance Machine Learning Techniques for Cooperative Spect…☆17Dec 20, 2017Updated 8 years ago
- Spectrum Sensing in Interference and Noise Using Deep Learning, 2020 54th Annual Conference on Information Sciences and Systems (CISS)☆13Feb 18, 2021Updated 5 years ago
- Code used to simulate the results published in IEEE Xplore paper title: Distributed Caching based on Decentralized Learning Automata☆17Oct 14, 2017Updated 9 years ago
- Source code of 2018 GLOBECOM paper named "Actor-Critic-Based Resource Allocation for Multimodal Optical Networks"☆40Dec 12, 2018Updated 7 years ago
- Dynamic channel allocation in cellular networks by reinforcement learning☆18May 25, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fuzzy Q-learning algorithm☆20Sep 3, 2018Updated 8 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆115Mar 5, 2022Updated 4 years ago
- A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems☆94Apr 13, 2021Updated 5 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
- WCSP：（1）Joint Uplink and Downlink Resource Allocation for D2D Communications Underlying Cellular Networks☆49Apr 23, 2019Updated 7 years ago
- A dqn application for using in wlan☆17Feb 23, 2018Updated 8 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆63May 29, 2020Updated 6 years ago
Are these results useful?