11 citations · 20 across the 4 of their papers we have counts for
4 papers
On Improving Energy Efficiency within Green Femtocell Networks: A Hierarchical Reinforcement Learning Approach
Xianfu Chen, Honggang Zhang, Tao Chen +2
One of the efficient solutions of improving coverage and increasing capacity in cellular networks is the deployment of femtocells. As the cellular networks are becoming more comple…
Improving Energy Efficiency in Femtocell Networks: A Hierarchical Reinforcement Learning Framework
Xianfu Chen, Honggang Zhang, Tao Chen +1
This paper investigates energy efficiency for two-tier femtocell networks through combining game theory and stochastic learning. With the Stackelberg game formulation, a hierarchic…
Power Allocation for Cognitive Wireless Mesh Networks by Applying Multi-agent Q-learning Approach
Xianfu Chen, Zhifeng Zhao, Honggang Zhang
As the scarce spectrum resource is becoming over-crowded, cognitive radios (CRs) indicate great flexibility to improve the spectrum efficiency by opportunistically accessing the au…
Cloud Networking Formation in CogMesh Environment
Tao Chen, Honggang Zhang, Marcos Katz
As radio spectrum usage paradigm moving from the traditional command and control allocation scheme to the open spectrum allocation scheme, wireless networks meet new opportunities…