54 citations · 147 across the 12 of their papers we have counts for
12 papers
A Game-Theoretic Learning Framework for Multi-Agent Intelligent Wireless Networks
Ximing Wang, Jinlong Wang, Jin Chen +5
In this article, we introduce a game-theoretic learning framework for the multi-agent wireless network. By combining learning in artificial intelligence (AI) with game theory, seve…
A Coalition-Based Communication Framework for Task-Driven Flying Ad-Hoc Networks
Dianxiong Liu, Jin Chen, Hong Li +4
In this paper, we develop a task-driven networking framework for Flying Ad-hoc Networks (FANETs), where a coalition-based model is outlined. Firstly, we present a brief survey to s…
Context-aware Group Buying in Ultra-dense Small Cell Networks: Unity is Strength
Yuli Zhang, Yuhua Xu, Alagan Anpalagan +5
The ultra-dense small cell networks (SCNs) have been regarded as a promising technology to solve the data traffic explosion in future. However, the complicated relationships among…
Stackelberg Game Approaches for Anti-jamming Defence in Wireless Networks
Luliang Jia, Yuhua Xu, Youming Sun +2
This article investigates the anti-jamming communications problem in wireless networks from a Stackelberg game perspective. By exploring and analyzing the inherent characteristics…
Self-Organizing Relay Selection in UAV Communication Networks: A Matching Game Perspective
Dianxiong Liu, Yuhua Xu, Jinlong Wang +5
For large unmanned aerial vehicle (UAV) networks, the timely communication is needed to accomplish a series of missions accurately and effectively. The relay technology will play a…
Anti-jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach
Xin Liu, Yuhua Xu, Luliang Jia +2
This letter investigates the problem of anti-jamming communications in dynamic and unknown environment through on-line learning. Different from existing studies which need to know…
A Game Theoretic Perspective on Self-organizing Optimization for Cognitive Small Cells
Yuhua Xu, Jinlong Wang, Qihui Wu +3
In this article, we investigate self-organizing optimization for cognitive small cells (CSCs), which have the ability to sense the environment, learn from historical information, m…
Distributed Spectrum Access for Cognitive Small Cell Networks: A Robust Graphical Game Approach
Yuhua Xu, Yuli Zhang, Qihui Wu +2
This letter investigates the problem of distributed spectrum access for cognitive small cell networks. Compared with existing work, two inherent features are considered: i) the tra…
Dynamic Spectrum Access in Time-varying Environment: Distributed Learning Beyond Expectation Optimization
Yuhua Xu, Jinlong Wang, Qihui Wu +3
This article investigates the problem of dynamic spectrum access for canonical wireless networks, in which the channel states are time-varying. In the most existing work, the commo…
Load-aware Dynamic Spectrum Access for Small Cell Networks: A Graphical Game Approach
Yuhua Xu, Chenggui Wang, Junhong Chen +4
In this letter, we investigate the problem of dynamic spectrum access for small cell networks, using a graphical game approach. Compared with existing studies, we take the features…
Database-assisted Spectrum Access in Dynamic Networks: A Distributed Learning Solution
Yuhua Xu, Yitao Xu, Alagan Anpalagan
This paper investigates the problem of database-assisted spectrum access in dynamic TV white spectrum networks, in which the active user set is varying. Since there is no central c…
Cognitive Internet of Things: A New Paradigm beyond Connection
Qihui Wu, Guoru Ding, Yuhua Xu +4
Current research on Internet of Things (IoT) mainly focuses on how to enable general objects to see, hear, and smell the physical world for themselves, and make them connected to s…