Opportunistic Spectrum Access with Multiple Users: Learning under Competition

@article{Anandkumar2010OpportunisticSA,
  title={Opportunistic Spectrum Access with Multiple Users: Learning under Competition},
  author={Anima Anandkumar and Nithin Michael and Ao Tang},
  journal={2010 Proceedings IEEE INFOCOM},
  year={2010},
  pages={1-9}
}
The problem of cooperative allocation among multiple secondary users to maximize cognitive system throughput is considered. The channel availability statistics are initially unknown to the secondary users and are learnt via sensing samples. Two distributed learning and allocation schemes which maximize the cognitive system throughput or equivalently minimize the total regret in distributed learning and allocation are proposed. The first scheme assumes minimal prior information in terms of pre… CONTINUE READING
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