Q-learning for Opportunistic Spectrum Access

IWCMC 2010 - Proceedings of the 6th International Wireless Communications and Mobile Computing Conference

Volumn , Issue , 2010, Pages 220-224

  Alsaleh, Omar ^a   Hamdaoui, Bechir ^a   Fern, Alan ^a  

^a Oregon State University   (United States)

Author keywords

Cognitive radio networks; Opportunistic dynamic spectrum access; Q learning

Indexed keywords

COGNITIVE RADIO NETWORK; CURRENT SPECTRA; EXPECTED SHORTAGE; LEARNING SCHEMES; LICENSED USERS; OPPORTUNISTIC SPECTRUM ACCESS; PRIOR KNOWLEDGE; Q-LEARNING; SPECTRUM ACCESS;

MOBILE COMPUTING; RADIO; RADIO SYSTEMS; WIRELESS TELECOMMUNICATION SYSTEMS;

SPECTROSCOPY;

EID: 77955156057     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1815396.1815448     Document Type: Conference Paper

References (15)

1. FCC, Spectrum Policy Task Force (SPTF), Report of the Spectrum Eciency WG, Report ET Docet no. 02-135, November, 2002.
2. V. Brik, E. Rozner, S. Banerjee, and P. Bahl. Dsap: A protocol for coordinated spectrum access. In IEEE DySPAN, 2005.
3. C.-T. Chou, S. Shankar, H. Kim, and K. G. Shin. What and how much to gain by spectrum agility. IEEE Journal on Selected Areas in Communications, April 2007.
4. M. V. D. S. F. Fu. Stochastic game formulation for cognitive radio networks. In IEEE DySPAN, 2008.
5. M. Gandetto and C. Regazzoni. Spectrum sensing: a distributed approach for cognitive terminals. IEEE Journal of Selected Areas in Communications, April 2007.
6. Q. Z. H. Liu, B. Krishnamachari. Cooperation and learning in multiuser opportunistic spectrum access. In IEEE ICC, 2008.
7. B. Hamdaoui and K. G. Shin. OS-MAC: An ecient MAC protocol for spectrum-agile wireless networks. IEEE Transactions on Mobile Computing, August 2008.
8. V. V. V. J. Unnikrishnan. Dynamic spectrum access with learning for cognitive radio. In Asilomar Conference on Signals Systems and Computers, 2009.
9. Z. Ji and K. J. R. Liu. Multi-stage pricing game for collusion-resistant dynamic spectrum allocation. IEEE Journal on Selected Areas in Communications, January 2008.
10. X. Jing and D. Raychaudhuri. Global control plane architecture for cognitive radio networks. In Proceedings of IEEE ICC, 2007.
11. K. Lee and A. Yener. Outage performance of cognitive wireless relay networks. In Proceedings of IEEE GLOBECOM, 2006.
12. M. McHenry. Reports on spectrum occupancy measurements, shared spectrum company. In www.sharedspectrum.com/?section=nsf-summary.
13. D. Raychaudhuri and X. Jing. A spectrum etiquette protocol for ecient coordination of radio devices in unlicensed bands. In IEEE Personal Indoor and Mobile Radio Conference, 2003.
14. R. S. Sutton and A. G. Barto. Reinforcement Learning. The MIT Press, 1998.
15. R. W. Thomas, L. A. DaSilva, M. V. Marathe, and K. N. Wood. Critical design decisions for cognitive networks. In Proceedings of IEEE ICC, 2007.