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 …

Task selection and collision-free route planning for mobile crowdsensing using multi-population mean-field games

Y Kang, S Liu, H Zhang, Z Han… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the increasing deployment of mobile vehicles, such as mobile robots and unmanned
aerial vehicles (UAVs), it is foreseen that they will play an important role in mobile crowd …

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 …

Task selection and route planning for mobile crowd sensing using multi-population mean-field games

Y Kang, S Liu, H Zhang, Z Han… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
With the increasing deployment of mobile vehicles, such as mobile robots and unmanned
aerial vehicles (UAVs), it is foreseen that they will play an important role in mobile crowd …

Integrated Task Assignment and Trajectory Planning for a Massive Number of Agents Based on Bilayer-Coupled Mean Field Games

Z Niu, W Yao, Y Jin, S Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Aiming at the problem of integrated task assignment and trajectory planning of a massive
number of agents in the scenario with different priority task nodes and multiple static …

Joint sensing task assignment and collision-free trajectory optimization for mobile vehicle networks using mean-field games

Y Kang, S Liu, H Zhang, W Li, Z Han… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With the increasing popularity of mobile vehicles, such as unmanned aerial vehicles (UAVs)
and mobile robots, it is foreseen that they will play an important role in Internet-of-Things …

Optimal strategies for large-scale pursuers against one evader: A mean field game-based hierarchical control approach

L Ren, Y Jin, Z Niu, G Wang, W Yao, X Zhang - Systems & Control Letters, 2024 - Elsevier
This paper proposes a two-level hierarchical control approach based on pursuit-evasion
game and mean field game for the problem of large-scale pursuers with multi-population …