8 citations · 9 across the 3 of their papers we have counts for
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cs.LG2012
Design of Spectrum Sensing Policy for Multi-user Multi-band Cognitive Radio Network
Jan Oksanen, Jarmo Lundén, Visa Koivunen
Finding an optimal sensing policy for a particular access policy and sensing scheme is a laborious combinatorial problem that requires the system model parameters to be known. In p…
cs.LG2011★ 1 cited
Reinforcement learning based sensing policy optimization for energy efficient cognitive radio networks
Jan Oksanen, Jarmo Lundén, Visa Koivunen
This paper introduces a machine learning based collaborative multi-band spectrum sensing policy for cognitive radios. The proposed sensing policy guides secondary users to focus th…