6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2013★ 6 cited
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…
cs.LG2012★ 3 cited
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…
cs.IT2011
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…