Enhancing Channel Selection in 5G with Decentralized Federated Multi-Agent Deep Reinforcement Learning

Enhancing Channel Selection in 5G with Decentralized Federated Multi-Agent Deep Reinforcement Learning

The increasing popularity of vehicular communication systems necessitates efficient and autonomous decision-making to address the challenges of vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communications. In this paper, we present a comprehensive study on channelization in Cellular V...

Full description

Saved in:

Bibliographic Details
Main Authors:	Taghi Shahgholi, Keyhan Khamforoosh, Amir Sheikhahmadi, Sadoon Azizi
Format:	Article
Language:	English
Published:	Ferdowsi University of Mashhad 2024-12-01
Series:	Computer and Knowledge Engineering
Subjects:	c-v2x optimization multi-agent learning drl-based channel access federated learning integration
Online Access:	https://cke.um.ac.ir/article_45826_5014363e0f68262f4593f908220dec1b.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Decentralized Federated Learning with Prototype Exchange
by: Lu Qi, et al.
Published: (2025-01-01)

GenFedRL: a general federated reinforcement learning framework for deep reinforcement learning agents
by: Biao JIN, et al.
Published: (2023-06-01)

User Plane Function (UPF) Allocation for C-V2X Network Using Deep Reinforcement Learning
by: Pruk Sasithong, et al.
Published: (2025-01-01)

Multi-domain collaborative anti-jamming based on multi-agent deep reinforcement learning
by: Biao ZHANG, et al.
Published: (2022-12-01)

A Centralized Multi-Agent DRL-Based Trajectory Control Strategy for Unmanned Aerial Vehicle-Enabled Wireless Communications
by: Getaneh Berie Tarekegn, et al.
Published: (2024-01-01)

Reinforcement Learning-Based Autonomous Soccer Agents: A Study in Multi-Agent Coordination and Strategy Development
by: Biplov Paneru, et al.
Published: (2025-01-01)

Decentralized and Asymmetric Multi-Agent Learning in Construction Sites
by: Yakov Miron, et al.
Published: (2024-01-01)

Federated Learning for Decentralized DDoS Attack Detection in IoT Networks
by: Yaser Alhasawi, et al.
Published: (2024-01-01)

ESTIMATION OF ENTRANCE SURFACE DOSE (ESD) AS A DOSE PROFILE FOR PATIENTS UNDERGOING RADIOGRAPHY EXAMINATION BASED ON TUBE OUTPUT MEASUREMENT
by: Risalatul Latifah, et al.
Published: (2020-11-01)

FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution
by: Hefei Wang, et al.
Published: (2025-01-01)

FedDrip: Federated Learning With Diffusion-Generated Synthetic Image
by: Karin Huangsuwan, et al.
Published: (2025-01-01)

Dynamic power control scheme for C-V2X communication with channel inversion
by: Jieping ZHAI, et al.
Published: (2021-02-01)

Multi-Agent Hierarchical Graph Attention Actor–Critic Reinforcement Learning
by: Tongyue Li, et al.
Published: (2024-12-01)

Node selection method in federated learning based on deep reinforcement learning
by: Wenchen HE, et al.
Published: (2021-06-01)

The therapeutic agents that target ATP-sensitive potassium channels
by: Rubaiy Hussein N.
Published: (2016-03-01)

A Gradient-Based Reinforcement Learning Algorithm for Multiple Cooperative Agents
by: Zhen Zhang, et al.
Published: (2018-01-01)

Optimization Method of Underwater Flapping Foil Propulsion Performance Based on Gaussian Process Regression and Deep Reinforcement Learning
by: YANG Yinghe, WEI Handi, FAN Dixia, LI Ang
Published: (2025-01-01)

Federated Reinforcement Learning in Stock Trading Execution: The FPPO Algorithm for Information Security
by: Haogang Feng, et al.
Published: (2025-01-01)

EdgeGuard: Decentralized Medical Resource Orchestration via Blockchain-Secured Federated Learning in IoMT Networks
by: Sakshi Patni, et al.
Published: (2024-12-01)

Research on intrusion detection method for edge networks based on federated reinforcement learning
by: DING Kai, et al.
Published: (2024-12-01)

Research on federated learning approach based on local differential privacy
by: Haiyan KANG, et al.
Published: (2022-10-01)

Rethinking Exploration and Experience Exploitation in Value-Based Multi-Agent Reinforcement Learning
by: Anatolii Borzilov, et al.
Published: (2025-01-01)

High-performance federated continual learning algorithm for heterogeneous streaming data
by: Hui JIANG, et al.
Published: (2023-05-01)

Efficient distributed model sharing strategy for data privacy protection in Internet of vehicles
by: Zijia MO, et al.
Published: (2022-04-01)

Applying YOLOv6 as an ensemble federated learning framework to classify breast cancer pathology images
by: Chhaya Gupta, et al.
Published: (2025-01-01)

Task Offloading with LLM-Enhanced Multi-Agent Reinforcement Learning in UAV-Assisted Edge Computing
by: Feifan Zhu, et al.
Published: (2024-12-01)

Optimizing intelligent residential scheduling based on policy black box and adaptive clustering federated deep reinforcement learning
by: Wei Zhang, et al.
Published: (2025-02-01)

Model-Oriented Training of Coordinators of the Decentralized Control System of Technological Facilities With Resource Interaction
by: Volodymyr M. Dubovoi, et al.
Published: (2025-01-01)

Enhancing Security With Hybrid Active- Passive RIS: A DRL Approach Against Eavesdropping and Jamming
by: Abdul Wahid, et al.
Published: (2025-01-01)

Human Strategy Learning-Based Multi-Agent Deep Reinforcement Learning for Online Team Sports Game
by: Seongbeen Lee, et al.
Published: (2025-01-01)

Deep Reinforcement Learning Algorithm with Long Short-Term Memory Network for Optimizing Unmanned Aerial Vehicle Information Transmission
by: Yufei He, et al.
Published: (2024-12-01)

Decentralizing security architecture: evaluating federalism’s role in enhancing security frameworks in Nigeria
by: O. O. Awotayo, et al.
Published: (2024-06-01)

A Bibliometric Analysis on Federated Learning
by: Ersin Namlı, et al.
Published: (2024-12-01)

Elastic Optimization for Stragglers in Edge Federated Learning
by: Khadija Sultana, et al.
Published: (2023-12-01)

KiFramework — A Federated Learning Platform with an Innovative Communication Protocol
by: Jakub Michalek, et al.
Published: (2024-12-01)

Federated learning resource management for energy-constrained industrial IoT devices
by: Shaoshuai FAN, et al.
Published: (2022-08-01)

A cooperative jamming decision-making method based on multi-agent reinforcement learning
by: Bingchen Cai, et al.
Published: (2025-02-01)

Survey of federated learning research
by: Chuanxin ZHOU, et al.
Published: (2021-10-01)

Multi-Objective Dynamic Path Planning with Multi-Agent Deep Reinforcement Learning
by: Mengxue Tao, et al.
Published: (2024-12-01)

Spectrum allocation algorithm based on multi-agent reinforcement learning in smart grid
by: Feng YAN, et al.
Published: (2023-09-01)