Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))
☆89Sep 30, 2018Updated 7 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:
- Simulation Study of Double Threshold Energy Detection Method for Cognitive Radios☆14Aug 11, 2018Updated 7 years ago
- This contains joint channel and power allocation scheme for a full duplex cognitive radio network underlying a cellular network☆25Oct 20, 2017Updated 8 years ago
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆24Sep 15, 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Game Theory based Radio Resource Allocation for full-duplex systems☆21Aug 9, 2016Updated 9 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 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 5 years ago
- WLAN channel access through Multi-Agent Reinforcement Learning (MARL)☆11Mar 2, 2022Updated 4 years ago
- an evaluation of matched filter based spectrum sensing procedure in Cognitive Radio using MATLAB simulation Monte Carlo simulation☆17Sep 9, 2018Updated 7 years ago
- In this repository, we deal with developing an energy detector and a detector based on cyclostationarity for an OFDM based cognitive radi…☆49Jul 2, 2020Updated 5 years ago
- ☆14Dec 4, 2018Updated 7 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆92Jul 27, 2020Updated 5 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…☆251Aug 5, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Dynamic channel allocation in cellular networks by reinforcement learning☆18May 25, 2022Updated 3 years ago
- Cognitive Radio Extension for NS3☆15Nov 28, 2018Updated 7 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
- Source code for "Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems," by Alessio …☆25Aug 1, 2019Updated 6 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
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆264Mar 17, 2022Updated 4 years 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
- Centralized cooperative spectrum sensing with soft fusion of energy measurements in highly mobile environments. Neyman-Pearson (NP) detec…☆19Nov 10, 2020Updated 5 years ago
- Energy Detection Algorithm for Cognitive Radio☆30Apr 10, 2015Updated 10 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.
- intial version☆165Mar 9, 2019Updated 7 years ago
- A dqn application for using in wlan☆17Feb 23, 2018Updated 8 years ago
- Code used to simulate the results published in IEEE Xplore paper title: Distributed Caching based on Decentralized Learning Automata☆18Oct 14, 2017Updated 8 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
- Fuzzy Q-learning algorithm☆20Sep 3, 2018Updated 7 years ago
- Paper collection of next-generation network resource allocation by machine learning☆11Mar 18, 2020Updated 6 years ago
- WCSP:(1)Joint Uplink and Downlink Resource Allocation for D2D Communications Underlying Cellular Networks☆49Apr 23, 2019Updated 6 years ago
- Spectrum sensing in cognitive radios leveraging machine learning models☆58Jan 5, 2024Updated 2 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆63May 29, 2020Updated 5 years ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆35Sep 24, 2021Updated 4 years ago
- paper code☆11Jul 25, 2022Updated 3 years ago
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆148Jan 3, 2024Updated 2 years ago
- Rayleigh channel simulation☆17Mar 8, 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
- Source code of 2018 GLOBECOM paper named "Actor-Critic-Based Resource Allocation for Multimodal Optical Networks"☆39Dec 12, 2018Updated 7 years ago