2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.MA2013★ 2 cited
A Cooperative Q-learning Approach for Real-time Power Allocation in Femtocell Networks
Hussein Saad, Amr Mohamed, Tamer ElBatt
In this paper, we address the problem of distributed interference management of cognitive femtocells that share the same frequency range with macrocells (primary user) using distri…
cs.LG2012★ 1 cited
Distributed Cooperative Q-learning for Power Allocation in Cognitive Femtocell Networks
Hussein Saad, Amr Mohamed, Tamer ElBatt
In this paper, we propose a distributed reinforcement learning (RL) technique called distributed power control using Q-learning (DPC-Q) to manage the interference caused by the fem…