Learning in embedded systems
Cognitive Radio Networks
Multi-channel opportunistic access: a case of restless bandits with multiple plays
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Opportunistic spectrum access with multiple users: learning under competition
INFOCOM'10 Proceedings of the 29th conference on Information communications
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Cognitive Radio Network (CRN) is an emerging networking concept that has been introduced to solve the spectrum scarcity problem. There are typically two kinds of users in CRN - primary users (PU) and secondary users (SU). SUs can opportunistically use licensed channels without interfering with the ongoing transmission of PUs. The successful transmission depends mostly on the selection of idle channels by SUs. Hence, channel selection under the aforementioned constraints is a significant research problem.