A comprehensive overview on 5G-and-beyond networks with UAVs: From communications to sensing and intelligence

Q Wu, J Xu, Y Zeng, DWK Ng… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Due to the advancements in cellular technologies and the dense deployment of cellular
infrastructure, integrating unmanned aerial vehicles (UAVs) into the fifth-generation (5G) and …

A Survey On Mean-Field Game for Dynamic Management and Control in Space-Air-Ground Network

Y Wang, C Yang, T Li, X Mi, L Li… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The data traffic volume of the 6th generation (6G) mobile communication networks is huge,
and there are novel challenges in various communications services and scenarios. This …

Distributed data offloading in ultra-dense LEO satellite networks: A Stackelberg mean-field game approach

D Wang, W Wang, Y Kang, Z Han - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
The low earth orbit (LEO) satellite network is regarded as a promising technology for
delivering seamless service to remote areas such as rural areas. In this paper, we consider …

Energy-efficient velocity control for massive numbers of UAVs: A mean field game approach

H Gao, W Lee, Y Kang, W Li, Z Han… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we propose an energy-efficient velocity control algorithm for a large number of
UAVs based on mean field games. In particular, we first formulate the velocity control …

Mean field game-based waveform precoding design for mobile crowd integrated sensing, communication, and computation systems

D Wang, C Huang, J He, X Chen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Data collection and processing timely is crucial for mobile crowd integrated sensing,
communication, and computation (ISCC) systems with various applications such as smart …

Time efficient offloading optimization in automotive multi-access edge computing networks using mean-field games

Y Kang, H Wang, BG Kim, J Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Emerging connected vehicular services, such as intelligent driving and high-definition (HD)
map, are gaining increasing interest with the fast development of multi-access edge …

Priority-aware task assignment and path planning for efficient and load-balanced multi-UAV operation

S Poudel, S Moh - Vehicular Communications, 2023 - Elsevier
Unmanned aerial vehicles (UAVs) have emerged as a viable option in numerous real-world
applications. In large mission planning systems, demanding the effective completion of a …

Random features for high-dimensional nonlocal mean-field games

S Agrawal, W Lee, SW Fung, L Nurbekyan - Journal of Computational …, 2022 - Elsevier
We propose an efficient solution approach for high-dimensional nonlocal mean-field game
(MFG) systems based on the Monte Carlo approximation of interaction kernels via random …

[HTML][HTML] Virtual Streamline Traction: Formation Cooperative Obstacle Avoidance Based on Dynamical Systems

Y Liu, J Zhang, Y Zhang, J Wang - Applied Sciences, 2024 - mdpi.com
Formation obstacle avoidance is a critical aspect of cooperation among unmanned surface
vehicles (USVs). In practical scenarios involving multiple USVs, managing obstacle …

Opinion evolution in social networks: Connecting mean field games to generative adversarial nets

H Gao, A Lin, RA Banez, W Li, Z Han… - … on Network Science …, 2022 - ieeexplore.ieee.org
Belief and opinion evolution in social networks (SNs) can aid in understanding how people
influence others' decisions through social relationships. As a large number of users are …