Analysis of Unmanned Aerial Vehicle-Assisted Cellular Vehicle-to-Everything Communication Using Markovian Game in a Federated Learning Environment
X Fernando, A Gupta - Drones, 2024 - mdpi.com
The paper studies a game theory model to ensure fairness and improve the communication
efficiency in an unmanned aerial vehicle (UAV)-assisted cellular vehicle-to-everything (C …
efficiency in an unmanned aerial vehicle (UAV)-assisted cellular vehicle-to-everything (C …
Multi-agent reinforcement learning with policy clipping and average evaluation for UAV-assisted communication Markov game
Unmanned aerial vehicle (UAV)-assisted communication is a significant technology in 6G
communication. In order to cope with the dynamic trajectory optimization problem of the air …
communication. In order to cope with the dynamic trajectory optimization problem of the air …
Game theoretic models for the analysis of UAV-aided wireless communications
V Mittal - 2023 - mspace.lib.umanitoba.ca
Abstract Aerial networks, utilizing Unmanned Aerial Vehicles (UAVs) have recently gained
significant attention as they will play a key role in shaping the future of wireless networks …
significant attention as they will play a key role in shaping the future of wireless networks …
Joint auction-coalition formation framework for communication-efficient federated learning in UAV-enabled internet of vehicles
Due to the advanced capabilities of the Internet of Vehicles (IoV) components such as
vehicles, Roadside Units (RSUs) and smart devices as well as the increasing amount of …
vehicles, Roadside Units (RSUs) and smart devices as well as the increasing amount of …
Three-stage Stackelberg game enabled clustered federated learning in heterogeneous UAV swarms
In the past decade, the unmanned aerial vehicles (UAVs) swarm has become a disruptive
force reshaping our lives and work. In particular, advances in artificial intelligence have …
force reshaping our lives and work. In particular, advances in artificial intelligence have …
UAV-assisted communication efficient federated learning in the era of the artificial intelligence of things
Artificial Intelligence (AI) based models are increasingly deployed in the Internet of Things
(IoT), paving the evolution of the IoT into the AI of things (AIoT). Currently, the predominant …
(IoT), paving the evolution of the IoT into the AI of things (AIoT). Currently, the predominant …
Game-theoretic approaches for wireless communications with unmanned aerial vehicles
Wireless communications with UAVs offer a promising solution to provide cost-effective
wireless connectivity and extend coverage. In recent years, the area of wireless …
wireless connectivity and extend coverage. In recent years, the area of wireless …
Mode selection in UAV-aided vehicular network: An evolutionary game approach
In vehicular networks, safety-related applications require ultra high transmission reliability.
An unmanned aerial vehicle (UAV) aided vehicular network is explored to enhance the …
An unmanned aerial vehicle (UAV) aided vehicular network is explored to enhance the …
Federated learning based on Stackelberg game in unmanned-aerial-vehicle-enabled mobile edge computing
C Li, M Song, Y Luo - Expert Systems with Applications, 2024 - Elsevier
Sudden medical safety accidents or large-scale outbreaks of epidemics will lead to a surge
in traffic near hospitals and other medical infrastructure, and traditional edge base stations …
in traffic near hospitals and other medical infrastructure, and traditional edge base stations …
Joint Trajectory Planning and Communication Design for Multiple UAVs in Intelligent Collaborative Air-Ground Communication Systems
In the space-air-ground integrated emergency communication network, unmanned aerial
vehicles (UAVs) have become ideal candidates for expanding traditional base stations …
vehicles (UAVs) have become ideal candidates for expanding traditional base stations …