A Survey On Mean-Field Game for Dynamic Management and Control in Space-Air-Ground Network
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 …
and there are novel challenges in various communications services and scenarios. This …
[图书][B] Mean Field Game and Its Applications in Wireless Networks
The current generation of wireless networks is approaching its limits caused by increasing
data traffic, more frequent network usage, and rising number of connected devices. In order …
data traffic, more frequent network usage, and rising number of connected devices. In order …
Mean field game-theoretic framework for interference and energy-aware control in 5G ultra-dense networks
Ultra-dense small cells with D2D communications can provide rich multimedia services for
billions of smart terminals. Game theory helps to characterize rational behaviors, model …
billions of smart terminals. Game theory helps to characterize rational behaviors, model …
Mean field games for 5G ultra-dense networks: A resource management perspective
In this chapter, the network densification in 5G from the lower to the upper layer perspective,
ie terminals, access nodes, and cloud edge layers, is explained, followed by the introduction …
ie terminals, access nodes, and cloud edge layers, is explained, followed by the introduction …
AI-enabled space-air-ground integrated networks: Management and optimization
AI-enabled Beyond 5G (B5G) and 6G technologies are promising candidates to support the
future generation Space-Air-Ground Integrated Networks (SAGINs). The highly dynamic …
future generation Space-Air-Ground Integrated Networks (SAGINs). The highly dynamic …
Network security as public good: A mean-field-type game theory approach
We investigate dynamic public good games in networks consisting of strategic users with
interdependent network security. The strategic users can choose their investment strategies …
interdependent network security. The strategic users can choose their investment strategies …
Power control mean field game with dominator in ultra-dense small cell networks
Ultra-dense deployment of small cells can enhance capacity, extend coverage, and improve
the spectrum and energy efficiency. However, intra-tier interference among different …
the spectrum and energy efficiency. However, intra-tier interference among different …
Beam-steering optimization in multi-UAVs mmWave networks: A mean field game approach
In unmanned aerial vehicle (UAV)-assisted mmWave networks, the beam-steering issue is a
significant challenge to establish the reliable and steady connection between flying base …
significant challenge to establish the reliable and steady connection between flying base …
Minority games with applications to distributed decision making and control in wireless networks
S Ranadheera, S Maghsudi… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
5G dense SCNs are expected to meet the thousand-fold mobile traffic challenge within the
next few years. When developing solution schemes for resource allocation problems in such …
next few years. When developing solution schemes for resource allocation problems in such …
A joint cross-layer and colayer interference management scheme in hyperdense heterogeneous networks using mean-field game theory
In hyperdense heterogeneous networks (HetNets), efficient intercell interference
management is an important issue. In this paper, using recent advances in mean-field game …
management is an important issue. In this paper, using recent advances in mean-field game …