Joint strategic spectrum sensing and opportunistic access for cognitive radio networks

Essaid Sabir, Majed Haddad, Tembine Hamidou

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper deals with the problem of joint sensing and medium accessing in cognitive radio networks. We design a non-cooperative two-step game to describe the Sense-Transmit-Wait paradigm in an opportunistic point of view. We give a full characterization of the Nash equilibria and analyze the optimal pricing policy, from the network owner view, for both centralized setting and decentralized setting. Next, we propose a combined learning algorithm that is fully distributed and allows the cognitive users to learn their optimal payoffs and their optimal strategies in both symmetric and asymmetric cases. The derived results are illustrated by numerical results and provide some insights on how to deploy cognitive radios in medium access cognitive radio networks in terms of sensing capabilities.

Original languageEnglish (US)
Title of host publication2012 IEEE Global Communications Conference, GLOBECOM 2012
Pages1368-1373
Number of pages6
DOIs
StatePublished - Dec 1 2012
Event2012 IEEE Global Communications Conference, GLOBECOM 2012 - Anaheim, CA, United States
Duration: Dec 3 2012Dec 7 2012

Other

Other2012 IEEE Global Communications Conference, GLOBECOM 2012
CountryUnited States
CityAnaheim, CA
Period12/3/1212/7/12

Fingerprint

Cognitive radio
Learning algorithms
Costs

Keywords

  • Combined learning
  • Nash equilibrium
  • Random access
  • Spectrum sensing

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Sabir, E., Haddad, M., & Hamidou, T. (2012). Joint strategic spectrum sensing and opportunistic access for cognitive radio networks. In 2012 IEEE Global Communications Conference, GLOBECOM 2012 (pp. 1368-1373). [6503304] https://doi.org/10.1109/GLOCOM.2012.6503304

Joint strategic spectrum sensing and opportunistic access for cognitive radio networks. / Sabir, Essaid; Haddad, Majed; Hamidou, Tembine.

2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. p. 1368-1373 6503304.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sabir, E, Haddad, M & Hamidou, T 2012, Joint strategic spectrum sensing and opportunistic access for cognitive radio networks. in 2012 IEEE Global Communications Conference, GLOBECOM 2012., 6503304, pp. 1368-1373, 2012 IEEE Global Communications Conference, GLOBECOM 2012, Anaheim, CA, United States, 12/3/12. https://doi.org/10.1109/GLOCOM.2012.6503304
Sabir E, Haddad M, Hamidou T. Joint strategic spectrum sensing and opportunistic access for cognitive radio networks. In 2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. p. 1368-1373. 6503304 https://doi.org/10.1109/GLOCOM.2012.6503304
Sabir, Essaid ; Haddad, Majed ; Hamidou, Tembine. / Joint strategic spectrum sensing and opportunistic access for cognitive radio networks. 2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. pp. 1368-1373
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