Stochastic model based opportunistic channel access in dynamic spectrum access networks

IEEE Transactions on Mobile Computing

Volumn 13, Issue 7, 2014, Pages 1625-1639

  Sharma, Manuj ^a   Sahoo, Anirudha ^b  

^a DRDO   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

Cognitive Radio; Dynamic Spectrum Access; MAC; Opportunistic Spectrum Access

Indexed keywords

COGNITIVE RADIO; EXPERIMENTS; INTERNET TELEPHONY; PROBABILITY DISTRIBUTIONS; TRANSMISSIONS;

DYNAMIC SPECTRUM ACCESS; DYNAMIC SPECTRUM ACCESS NETWORKS; IDLE TIME DISTRIBUTION; INTERFERENCE PROBABILITY; MAC; OPPORTUNISTIC SPECTRUM ACCESS; REALISTIC APPLICATIONS; TRANSMISSION DURATIONS;

TIME DIVISION MULTIPLE ACCESS;

EID: 84903763515     PISSN: 15361233     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMC.2013.157     Document Type: Article

References (28)

1. Q. Zhao and B. M. Sadler, "A survey of dynamic spectrum access," IEEE Signal Process. Mag., vol. 24, no. 3, pp. 79-89, May 2007. (Pubitemid 46840190)
2. M. Song, C. Xin, Y. Ahzo, and X. Cheng, "Dynamic spectrum access: From cognitive radio to network radio," IEEE Wireless Commun., vol. 19, no. 1, pp. 23-29, Feb. 2012.
3. A. Plummer, M. Taghizadeh, and S. Biswas, "Measurement based bandwidth scavenging in wireless networks," IEEE Trans. Mobile Comput., vol. 11, no. 1, pp. 19-32, Jan. 2012.
4. S. Huang, X. Liu, and Z. Ding, "Optimal sensing-transmission structure for dynamic spectrum access," in Proc. IEEE INFOCOM, Rio de Janeiro, Brazil, 2009.
5. O. B. Akan, O. B. Karli, and O. Ergul, "Cognitive radio sensor networks," IEEE Netw., vol. 23, no. 4, pp. 34-40, Jul./Aug. 2009.
6. M. McHenry, E. Vivsics, T. Nguyen, and N. Majumdar, "XG dynamic spectrum access field test results," IEEE Commun. Mag., vol. 45, no. 6, pp. 51-57, Jun. 2007.
7. D. Allwrite et al., "Improving the sharing of the radio spectrum: Final report," Ofcom, Tech. Rep., Apr. 2006 [Online]. Available: http://stakeholders.ofcom.org.uk/binaries/research/technologyresearch/ final.pdf
8. P. K. Tang, Y. H. Chew, and L. C. Ong, "On the distribution of opportunity time for the secondary usage of spectrum," IEEE Trans. Veh. Technol., vol. 58, no. 3, pp. 1517-1527, Mar. 2009.
9. S. Geirhofer, L. Tong, and B.M. Sadler, "Cognitive medium access: Constraining interference based on experimental models," IEEE J. Sel. Areas Commun., vol. 26, no. 1, pp. 95-105, Jan. 2008.
10. Q. Zhao, L. Tong, A. Swami, and Y. Chen, "Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework," IEEE J. Sel. Areas Commun., vol. 25, no. 3, pp. 589-600, Apr. 2007.
11. A. T. Hoang, Y. C. Ling, D. Yong, Y. Zeng, and R. Zhang, "Opportunistic spectrum access for energy-constrained cognitive radios," IEEE Trans. Wireless Commun., vol. 8, no. 3, pp. 1206-1211, Mar. 2009.
12. S. Shetty, M. Song, C. Xin, and E. K. Park, "A learning-based multiuser opportunistic spectrum access approach in unslotted primary networks," in Proc. IEEE INFOCOM, Rio de Janeiro, Brazil, 2009.
13. J. Nasreddine, J. Riihijarvi, and P. Mahonen, "Exploring opportunistic access techniques using stochastic models: Dynamic spectrum access without sensing," in Proc. IEEE MILCOM, 2011.
14. C. Tekin and M. Liu, "Online learning of rested and restless bandits," IEEE Trans. Inf. Theory, vol. 58, no. 8, pp. 5588-5611, Aug. 2012.
15. Y. Gai and B. Krishnamachari, "Decentralized online learning algorithms for opportunistic spectrum access," in Proc. IEEE GLOBECOM, 2011.
16. Q. Liang, M. Liu, and D. Yuan, "Channel estimation for opportunistic spectrum access: Uniform and random sensing," IEEE Trans. Mobile Comput., vol. 11, no. 8, pp. 1304-1316, Aug. 2012.
17. S. Tang and B. L. Mark, "Analysis of opportunistic spectrum sharing with Markovian arrivals and phase-type service," IEEE Trans. Wireless Commun., vol. 8, no. 6, pp. 3142-3150, Jun. 2009.
18. X. Liu and N. Sai Sankar, "Sensing-based opportunistic channel access," J. Mobile Netw. Applicat., vol. 11, no. 4, pp. 577-591, Aug. 2006. (Pubitemid 43954296)
19. K. W. Sung, S. L. Kim, and J. Zander, "Temporal spectrum sharing based on primary user activity prediction," IEEE Trans. Wireless Commun., vol. 9, no. 12, pp. 3848-3855, Dec. 2010.
20. M. Hoyhtya, S. Pollin, and A. Mammela, "Performance improvement with predictive channel selection for cognitive radios," in Proc. 1st IEEE Int. Workshop CogART, Aalborg, Denmark, 2008.
21. K. S. Trivedi, Probability and Statistics with Reliability, Queuing and Computer Science Applications, 2nd ed. New York, NY, USA: Wiley, 2002.
22. F. Barcelo, "Statistical properties of silence gap in public mobile telephony channels with application to data transmission," in Proc. IEEE ICC, Helsinki, Finland, 2001.
23. R. W. Wolff, Stochastic Modeling and the Theory of Queues. Englewood Cliffs, NJ, USA: Prentice Hall, 1989.
24. M. Sharma and A. Sahoo, "Stochastic model based opportunistic spectrum access in wireless networks," IIT Bombay, Mumbai, India, Tech. Rep., Aug. 2013 [Online]. Available: http://www.cse.iitb.ac.in/internal/techreports/reports/TR-CSE- 2013-54.pdf
25. A. Thummler, P. Buchholz, and L. Telek, "A novel approach for fitting probability distributions to real trace data with EM algorithm," in Proc. Int. Conf. Dependable Syst. Netw., Jun. 2005.
26. A. Feldmann and W. Whitt, "Fitting mixtures of exponentials to long tail distributions to analyze network performance models," Perform. Eval. J., vol. 31, no. 3-4, pp. 245-279, 1998. (Pubitemid 128384209)
27. The EMpht-Programme [Online]. Available: http://home.imf.au.dk/asmus/pspapers.html
28. Opnet Network Simulator [Online]. Available: http://www.opnet.com