Cross-layer resource allocation for mixed services in multiuser OFDM-based cognitive radio systems

IEEE Transactions on Vehicular Technology

Volumn 58, Issue 8, 2009, Pages 4605-4619

  Zhang, Yonghong ^a,b   Leung, Cyril ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b GOOGLE INC   (United States)

Author keywords

Cognitive radio (CR); Cross layer; Goal programming; Multiuser orthogonal frequency division multiplexing (OFDM); Non real time (NRT); OFDMA; Real time (RT); Resource allocation (RA)

Indexed keywords

COGNITIVE RADIO (CR); CROSS LAYER; GOAL PROGRAMMING; MULTIUSER ORTHOGONAL FREQUENCY-DIVISION MULTIPLEXING (OFDM); NON REAL TIME (NRT); OFDMA; REAL TIME (RT);

COGNITIVE SYSTEMS; FREQUENCY DIVISION MULTIPLE ACCESS; MULTIPLEXING; ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING; PLANNING; PROBLEM SOLVING; QUALITY OF SERVICE; RADIO; RADIO SYSTEMS; RESOURCE ALLOCATION;

FREQUENCY ALLOCATION;

EID: 70350231424     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2009.2020801     Document Type: Article

References (37)

1. United States Frequency Allocation Chart. [Online]. Available: http://www.ntia.doc.gov/osmhome/allochrt.html
2. D. Cabric, S. M. Mishra, D. Willkomm, R. Brodersen, and A. Wolisz, "A cognitive radio approach for usage of virtual unlicensed spectrum," in Proc. 14th IST Mobile Wireless Commun. Summit, Dresden, Germany, Jun. 2005.
3. J. Mitola, III and G. Q. Maguire, Jr., "Cognitive radio: Making software radios more personal," IEEE Pers. Commun., vol. 6, no. 4, pp. 13-18, Aug. 1999.
4. Federal Communications Commission, "FCC Adopts Rule Changes for Smart Radios," in Cognitive Radio Technologies Proceeding (CRTP , ET Docket No. 03-108, 2005.
5. T. A. Weiss and F. K. Jondral, "Spectrum pooling: An innovative strategy for the enhancement of spectrum efficiency," IEEE Commun. Mag., vol. 42, no. 3, pp. S8-S14, Mar. 2004.
6. C. Y. Wong, R. S. Cheng, K. B. Letaief, and R. D. Murch, "Multiuser OFDM with adaptive subcarrier, bit, and power allocation," IEEE J. Sel. Areas Commun., vol. 17, no. 10, pp. 1747-1758, Oct. 1999.
7. M. Ergen, S. Coleri, and P. Varaiya, "QoS aware adaptive resource allocation techniques for fair scheduling in OFDMA-based broadband wireless access systems," IEEE Trans. Broadcast., vol. 49, no. 4, pp. 363-370, Dec. 2003.
8. G. Zhang, "Subcarrier and bit allocation for real-time services in multiuser OFDM systems," in Proc. IEEE Int. Conf. Commun., Paris, France, Jun. 2004, vol. 5, pp. 2985-2989.
9. G. Yu, Z. Zhang, Y. Chen, J. Shi, and P. Qiu, "A novel resource allocation algorithm for real-time services in multiuser OFDM systems," in Proc. IEEE 63rd VTC - Spring, Melbourne, Australia, May 2006, vol. 3, pp. 1156-1160.
10. Z. Shen, J. G. Andrews, and B. L. Evans, "Adaptive resource allocation in multiuser OFDM systems with proportional rate constraints," IEEE Trans. Wireless Commun., vol. 4, no. 6, pp. 2726-2737, Nov. 2005.
11. I. C. Wong, Z. Shen, B. L. Evans, and J. G. Andrews, "A low-complexity algorithm for proportional resource allocation in OFDMA systems," in Proc. IEEE Workshop SIPS, Austin, TX, Oct. 2004, pp. 1-6.
12. G. Yu, Z. Zhang, Y. Chen, P. Cheng, and P. Qiu, "Subcarrier and bit allocation for OFDMA systems with proportional fairness," in Proc. IEEE WCNC, Las Vegas, NV, Apr. 2006, vol. 3, pp. 1717-1722.
13. T. Qin and C. Leung, "Fair adaptive resource allocation for multiuser OFDM cognitive radio systems," in Proc. 2nd Int. Conf. CHINACOM, Shanghai, China, Aug. 2007, pp. 115-119.
14. A. Attar, O. Holland, M. R. Nakhai, and A. H. Aghvami, "Interference-limited resource allocation for cognitive radio in orthogonal frequency-division multiplexing networks," IET Commun. vol. 2, no. 6, pp. 806-814, Jul. 2008.
15. P. Cheng, Z. Zhang, H.-H. Chen, and P. Qiu, "Optimal distributed joint frequency, rate, and power allocation in cognitive OFDMA systems," IET Commun., vol. 2, no. 6, pp. 815-826, Jul. 2008.
16. T. Weiss, J. Hillenbrand, A. Krohn, and F. K. Jondral, "Mutual interference in OFDM-based spectrum pooling systems," in Proc. IEEE 59th VTC - Spring, Milan, Italy, May 2004, vol. 4, pp. 1873-1877.
17. P. Svedman, S. K. Wilson, and B. Ottersten, "A QoS-aware proportional fair scheduler for opportunistic OFDM," in Proc. IEEE 60th VTC - Fall, Los Angeles, CA, Sep. 2004, vol. 1, pp. 558-562.
18. P. Parag, S. Bhashyam, and R. Aravind, "A subcarrier allocation algorithm for OFDMA using buffer and channel-state information," in Proc. IEEE 62nd VTC - Fall, Dallas, TX, Sep. 2005, vol. 1, pp. 622-625.
19. S. Ryu, B. H. Ryu, H. Seo, M. Shin, and S. Park, "Wireless packet scheduling algorithm for OFDMA system based on time utility and channel state," ETRI J., vol. 27, no. 6, pp. 777-787, Dec. 2005.
20. R. Knopp and P. A. Humblet, "Information capacity and power control in single-cell multiuser communications," in Proc. IEEE ICC, Seattle, WA, Jun. 1995, vol. 1, pp. 331-335.
21. G. Song and Y. Li, "Cross-layer optimization for OFDM wireless networks - Part I: Theoretical framework," IEEE Trans. Wireless Commun., vol. 4, no. 2, pp. 614-624, Mar. 2005.
22. Y. J. Zhang and K. B. Letaief, "Energy-efficient MAC-PHY resource management with guaranteed QoS in wireless OFDM networks," in Proc. IEEE ICC, Seoul, Korea, May 2005, vol. 5, pp. 3127-3131.
23. C. Mohanram and S. Bhashyam, "Joint subcarrier and power allocation in channel-aware queue-aware scheduling for multiuser OFDM," IEEE Trans. Wireless Commun., vol. 6, no. 9, pp. 3208-3213, Sep. 2007.
24. S. S. Jeong, D. G. Jeong, and W. S. Jeon, "Cross-layer design of packet scheduling and resource allocation in OFDMA wireless multimedia networks," in Proc. IEEE 63rd VTC - Spring, Melbourne, Australia, May 2006, vol. 1, pp. 309-313.
25. D. S. W. Hui, V. K. N. Lau, and W. H. Lam, "Cross-layer design for OFDMA wireless systems with heterogeneous delay requirements," IEEE Trans. Wireless Commun., vol. 6, no. 8, pp. 2872-2880, Aug. 2007.
26. H. Su and X. Zhang, "Cross-layer-based opportunistic MAC protocols for QoS provisionings over cognitive radio wireless networks," IEEE J. Sel. Areas Commun., vol. 26, no. 1, pp. 118-129, Jan. 2008.
27. J. W. Mwangoka, K. B. Letaief, and Z. Cao, "Robust end-to-end QoS maintenance in noncontiguous OFDM-based cognitive radios," in Proc. IEEE ICC, Beijing, China, May 2008, pp. 2905-2909.
28. A. J. Goldsmith and S.-G. Chua, "Variable-rate variable-power MQAM for fading channels," IEEE Trans. Commun., vol. 45, no. 10, pp. 1218-1230, Oct. 1997.
29. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
30. Y. Zhang, "Resource allocation for OFDM-based cognitive radio systems," Ph.D. dissertation, Univ. British Columbia, Vancouver, BC, Canada, 2008.
31. R. G. Gallager, Information Theory and Reliable Communication. New York: Wiley, 1968.
32. M. J. Schniederjans, Goal Programming: Methodology and Applications New York: Springer-Verlag, 1995.
33. R. Jain, D. Chiu, and W. Hawe, "A quantitative measure of fairness and discrimination for resource allocation in shared computer systems," Digital Equipment Corp., Maynard, MA, DEC Res. Rep. TR-301, Sep. 1984.
34. M. W. Garrett and W. Willinger, "Analysis, modeling, and generation of self-similar VBR video traffic," ACM SIGCOMM Comput. Commun. Rev. vol. 24, no. 4, pp. 269-280, Oct. 1994.
35. V. Erceg, L. J. Greenstein, S. Y. Tjandra, S. R. Parkoff, A. Gupta, B. Kulic, A. A. Julius, and R. Bianchi, "An empirically based path loss model for wireless channels in suburban environments," IEEE J. Sel. Areas Commun., vol. 7, no. 7, pp. 1205-1211, Jul. 1999.
36. D. G. Luenberger, Introduction to Linear and Nonlinear Programming Reading, MA: Addison-Wesley, 1973.
37. D. G. Luenberger, Optimization by Vector Space Methods. New York: Wiley, 1969.