Dynamic Rate and Channel Selection in Cognitive Radio Systems

@article{Combes2015DynamicRA,
  title={Dynamic Rate and Channel Selection in Cognitive Radio Systems},
  author={Richard Combes and Alexandre Prouti{\`e}re},
  journal={IEEE Journal on Selected Areas in Communications},
  year={2015},
  volume={33},
  pages={910-921}
}
In this paper, we investigate dynamic channel and rate selection in cognitive radio systems that exploit a large number of channels free from primary users. In such systems, transmitters may rapidly change the selected (channel, rate) pair to opportunistically learn and track the pair offering the highest throughput. We formulate the problem of sequential channel and rate selection as an online optimization problem and show its equivalence to a structured multiarmed-bandit problem. The… CONTINUE READING
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Regret analysis of stochastic and nonstochastic multiarmed bandit problems , ” Found

  • S. Bubeck, N. Cesa-Bianchi
  • Trends Mach . Learn .
  • 2012
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