171 citations · 573 across the 38 of their papers we have counts for
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cs.IT2012
A Sensing Policy Based on Confidence Bounds and a Restless Multi-Armed Bandit Model
Jan Oksanen, Visa Koivunen, H. Vincent Poor
A sensing policy for the restless multi-armed bandit problem with stationary but unknown reward distributions is proposed. The work is presented in the context of cognitive radios…
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…