Opportunistic spectrum scheduling by jointly exploiting channel correlation and PU traffic memory

IEEE Journal on Selected Areas in Communications

Volumn 31, Issue 3, 2013, Pages 394-405

  Wang, Shanshan ^a   Zhang, Junshan ^b  

^a QUALCOMM INC   (United States)

^b Arizona State University   (United States)

Author keywords

Cognitive radio networks; long memory; partially observable Markov decision processes; temporal correlation

Indexed keywords

CHANNEL CORRELATION; COGNITIVE RADIO NETWORK; GREEDY POLICY; LONG MEMORIES; MULTI-TIER; MULTIPLE LAYERS; NUMERICAL EXAMPLE; OPTIMAL POLICIES; OPTIMAL SCHEDULER; ORIGINAL SYSTEMS; PARTIALLY OBSERVABLE MARKOV DECISION PROCESS; PRIMARY USERS; RANDOMIZED SCHEDULING; SECONDARY USERS; SPECTRUM SCHEDULING; SPECTRUM UTILIZATION; TEMPORAL CORRELATIONS; TEMPORAL MEMORY;

COGNITIVE RADIO; FADING CHANNELS; OPTIMIZATION; TESTBEDS;

SCHEDULING;

EID: 84874585731     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2013.130306     Document Type: Article

References (33)

1. Q. Zhao and B. M. Sadler, "A survey of dynamic spectrum access: signal processing, networking, and regulatory policy," IEEE Signal Process. Mag., pp. 79-89, May 2008.
2. I. F. Akyildiz, W.-Y. Leea, M. C. Vuran, and S. Mohantya, "Next generation/dynamic spectrum access/cognitive radio wireless networks: a survey," Computer Networks, vol. 50, no. 13, pp. 2127-2159, September 2006. (Pubitemid 43975031)
3. B. Fette, Cognitive Radio Technology. Academic Press, 2006.
4. J. Mitola III, "Cognitive radio: an integrated agent architecture for software defined radio," Ph.D. dissertation, KTH Royal Institute of Technology, 2000.
5. Q. Zhang and S. Kassam, "Finite-state markov model for rayleigh fading channels," IEEE Trans. Commun., vol. 47, no. 11, pp. 1688-1692, November 1999. (Pubitemid 32210755)
6. E. N. Gilbert, "Capacity of burst-noise channels," The Bell System Technical Journal, pp. 1253-1265, September 1960.
7. Q. Zhao, B. Krishnamachari, and K. Liu, "On myopic sensing for multichannel opportunistic access: structure, optimality, and performance," IEEE Trans. Wireless Commun., vol. 7, no. 12, pp. 5431-5440, 2004.
8. S. Murugesan, P. Schniter, and N. B. Shroff, "Multiuser scheduling in a markov-modeled downlink using randomly delayed arq feedback," IEEE Trans. Inf. Theory, vol. 58, no. 2, pp. 1025-1042, February 2012.
9. K. Kar, X. Luo, and S. Sarkar, "Throughput-optimal scheduling in multichannel access point networks under infrequent channel measurements," in Proc. INFOCOM'07, May 2007.
10. Y. Chen, Q. Zhao, and A. Swami, "Distributed spectrum sensing and access in cognitive radio networks with energy constraint," IEEE Trans. Signal Process., vol. 57, no. 2, pp. 783-797, February 2009.
11. S. Wang, J. Zhang, and L. Tong, "Delay analysis for cognitive radio networks with random access: a fluid queue view," in Proc. INFOCOM'10, March 2010, pp. 1055-1063.
12. , "A characterization of delay performance of cognitive medium access," IEEE Trans. Wireless Commun., vol. 11, no. 2, pp. 800-809, February 2012.
13. S. Wang, Y. E. Sagduyu, J. Zhang, and J. H. Li, "Spectrum shaping via network coding in cognitive radio networks," in Proc. INFOCOM'11, 2011, pp. 396-400.
14. , "The impact of induced spectrum predictability via wireless network coding," IEEE Trans. Veh. Technol., vol. 61, no. 2, pp. 758-769, February 2012.
15. L. Yang, H. Kim, J. Zhang, M. Chiang, and C. W. Tan, "Pricing-based decentralized spectrum access control in cognitive radio networks," IEEE/ACM Trans. Netw., vol. PP, no. 99, p. 1, 2012.
16. , "Pricing-based spectrum access control in cognitive radio networks with random access," in INFOCOM, 2011 Proceedings IEEE, April 2011, pp. 2228-2236.
17. K. Liu and Q. Zhao, "Distributed learning in multi-armed bandit with multiple players," IEEE Trans. Signal Process., vol. 58, no. 11, pp. 5667-5681, November 2010.
18. K. Xing, X. Cheng, L. Ma, and Q. Liang, "Superimposed code based channel assignment in multi-radio multi-channel wireless mesh networks," in Proc. Mobicom'07, September 2009.
19. T. Jing, X. Chen, Y. Huo, and X. Cheng, "Achievable transmission capacity of cognitive mesh networks with different media access control," in Proc. INFOCOM'12, March 2012, pp. 1764-1772.
20. W. Li, X. Cheng, T. Jing, Y. Cui, K. Xing, and W. Wang, "Spectrum assignment and sharing for delay minimization in multi-hop multi-flow crns," to appear in IEEE J. Sel. Areas Commun. (JSAC), Special Issue on Cognitive Radio, March 2013.
21. H. T. Cheng and W. Zhuang, "Simple channel sensing order in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 29, no. 4, pp. 676-688, April 2011.
22. H. Jiang, L. Lai, R. Fan, and H. V. Poor, "Optimal selection of channel sensing order in cognitive radio," IEEE Trans. Wireless Commun., vol. 8, no. 1, pp. 297-307, January 2009.
23. S. Geirhofer, L. Tong, and B. M. Sadler, "A measurement-based model for dynamic spectrum access in WLAN channels," in Proc. IEEE Military Communications Conference (MILCOM), October 2006.
24. D. Willkomm, S. Machiraju, J. Bolot, and A. Wolisz, "Primary users in cellular networks: A large-scale measurement study," in Proc. DySPAN' 08, October 2008.
25. M. Wellens, J. Riihijarvi, and P. Mahonen, "Modelling primary system activity in dynamic spectrum access networks by aggregated on/offprocesses, " in Proc. SECON Workshops'09, June 2009.
26. R. D. Smallwood and E. J. Sondik, "The optimal control of partially observable markov processes over a finite horizon," Operations Research, vol. 21, no. 5, pp. 1071-1088, September 1973.
27. F. C. Commission, "FCC frees up vacant TV airwaves for 'super wi-fi' technologies," FCC Spectrum Policy Task Force, Tech. Rep., September 2010.
28. C. Stevenson, G. Chouinard, Z. Lei, W. Hu, S. Shellhammer, and W. Caldwell, "IEEE 802.22: The first cognitive radio wireless regional area network standard," IEEE Commun. Mag., vol. 47, no. 1, pp. 130-138, January 2009.
29. I. Akyildiz, W.-Y. Lee, M. Vuran, and S. Mohanty, "A survey on spectrum management in cognitive radio networks," IEEE Commun. Mag., vol. 46, no. 4, pp. 40-48, April 2008. (Pubitemid 351593406)
30. S. Wang, S. Murugesan, and J. Zhang, "Exploiting channel correlation and pu traffic memory for opportunistic spectrum scheduling," in Proc. Globecom'12, December 2012.
31. L. Johnston and V. Krishnamurthy, "Opportunistic file transfer over a fading channel: A pomdp search theory formulation with optimal threshold policies," IEEE Trans. Wireless Commun., vol. 5, no. 2, pp. 394-405, 2006.
32. X. Xiao, K. Liu, and Q. Zhao, "Opportunistic spectrum access in self similar primary traffic," EURASIP J. Advances in Signal Processing: Special Issue on Dynamic Spectrum Access for Wireless Networking (invited), March 2009.
33. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, 2004.