8 citations · 9 across the 3 of their papers we have counts for
3 papers
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…
cs.IT2007★ 8 cited
Spectrum Sensing in Cognitive Radios Based on Multiple Cyclic Frequencies
Jarmo Lundén, Visa Koivunen, Anu Huttunen +1
Cognitive radios sense the radio spectrum in order to find unused frequency bands and use them in an agile manner. Transmission by the primary user must be detected reliably even i…