Dynamic resource allocation in cognitive radio networks

IEEE Signal Processing Magazine

Volumn 27, Issue 3, 2010, Pages 102-114

  Zhang, Rui ^a   Liang, Ying Chang ^a   Cui, Shuguang ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b Texas AandM University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONVEX OPTIMIZATION; RADIO TRANSMISSION; RESOURCE ALLOCATION; WIRELESS NETWORKS;

COGNITIVE RADIO NETWORK; COMMUNICATION RESOURCE ALLOCATION; CORRESPONDING SOLUTIONS; CR SYSTEM; DYNAMIC RESOURCE ALLOCATIONS; INTERFERENCE MANAGEMENT; INTERFERENCE POWER; MULTIUSER COMMUNICATION SYSTEMS;

COGNITIVE RADIO;

EID: 85032751202     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2010.936022     Document Type: Conference Paper

References (58)

1. J. Mitola and G. Q. Maguire, "Cognitive radio: Making software radios more personal," IEEE Pers. Commun., vol.6, no.4, pp. 13-18, Aug. 1999.
2. Q. Zhao and B. M. Sadler, "A survey of dynamic spectrum access," IEEE Signal Processing Mag., vol.24, no.3, pp. 79-89, May 2007. (Pubitemid 46840190)
3. A. Goldsmith, S. A. Jafar, I. Marić, and S. Srinivasay, "Breaking spectrum gridlock with cognitive radios: An information theoretic perspective," Proc. IEEE, vol.97, no.5, pp. 894-914, May 2009.
4. Z. Quan, S. Cui, and A. Sayed, "Optimal linear cooperation for spectrum sensing in cognitive radio networks," IEEE J. Select. Topics Signal Process., vol.2, no.1, pp. 28-40, Feb. 2008. (Pubitemid 351392286)
5. Y.-C. Liang, Y. Zeng, E. C. Y. Peh, and A. T. Hoang, "Sensing- throughput tradeoff for cognitive radio networks," IEEE Trans. Wireless Commun., vol.7, no.4, pp. 1326-1337, Apr. 2008.
6. B. H. Juang, Y. Li, and J. Ma, "Signal processing in cognitive radio," Proc. IEEE, vol.97, no.5, pp. 805-823, May 2009.
7. Y. H. Zeng, Y.-C. Liang, A. T. Hoang, and R. Zhang, "A review on spectrum sensing for cognitive radio: challenges and solutions," EURASIP J. Advances Signal Process., 2010.
8. P. Gupta and P. R. Kumar, "The capacity of wireless networks," IEEE Trans. Inform. Theory, vol.46, no.3, pp. 388-404, Mar. 2000.
9. N. Devroye, P. Mitran, and V. Tarokh, "Achievable rates in cognitive radio channels," IEEE Trans. Inform. Theory, vol.52, no.5, pp. 1813-1827, May 2006.
10. M. Gastpar, "On capacity under receive and spatial spectrum-sharing constraints," IEEE Trans. Inform. Theory, vol.53, no.2, pp. 471-487, Feb. 2007. (Pubitemid 46358430)
11. Z.-Q. Luo and W. Yu, "An introduction to convex optimization for communications and signal processing," IEEE J. Select. Areas Commun., vol.24, no.8, pp. 142 6-1438, A ug. 2 0 0 6. (Pubitemid 44235723)
12. E. Biglieri, J. Proakis, and S. Shamai (Shitz), "Fading channels: information-theoretic and communications aspects," IEEE Trans. Inform. Theory, vol.44, no.6, pp. 2619-2692, Oct. 1998. (Pubitemid 128741903)
13. R. Zhang and Y.-C. Liang, "Exploiting multi-antennas for opportunistic spectrum sharing in cognitive radio networks," IEEE J. Select. Topics Signal Processing, vol.2, no.1, pp. 88-102, Feb. 2008. (Pubitemid 351392290)
14. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
15. M. Grant and S. Boyd. CVX: Matlab software for disciplined convex programming [Online]. Available: http://stanford.edu/boyd/cvx
16. R. G. Bland, D. Goldfarb, and M. J. Todd, "The ellipsoid method: A survey," Oper. Res., vol.29, no.6, pp. 1039-1091, 1981.
17. T. Cover and J. Thomas, Elements of Information Theory. New York: Wiley, 1991.
18. Q. H. Spencer, A. L. Swindlehurst, and M. Haardt, "Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels," IEEE Trans. Signal Processing, vol.52, no.2, pp. 461-471, Feb. 2004.
19. D. Tse and S. Hanly,"Multi-access fading channels\Part I: Polymatroid structure, optimal resource allocation and throughput capacities," IEEE Trans. Inform. Theory, vol.44, no.7, pp. 2796-2815, Nov. 1998. (Pubitemid 128739986)
20. L. Zhang, Y.-C. Liang, and Y. Xin, "Joint beamforming and power control for multiple access channels in cognitive radio networks," IEEE J. Select. Areas Com-mun., vol.26, no.1, pp. 38-51, Jan. 2008.
21. K. Phan, S. Vorobyov, N. Sidiropoulos, and C. Tellambura, "Spectrum sharing in wireless networks via QoS-aware secondary multicast beamforming," IEEE Trans. Signal Processing, vol.57, no.6, pp. 2323-2335, June 2009.
22. H. Weingarten, Y. Steinberg, and S. Shamai (Shitz), "The capacity region of the Gaussian multiple-input multiple-output broadcast channel," IEEE Trans. Inform. Theory, vol.52, no.9, pp. 3936-3964, Sept. 2006. (Pubitemid 44363826)
23. S. Vishwanath, N. Jindal, and A. Goldsmith, "Duality, achievable rates, and sum-rate capacity of Gaussian MIMO broadcast channels," IEEE Trans. Inform. Theory, vol.49, no.10, pp. 2658-2668, Oct. 2003.
24. W. Yu and T. Lan, "Transmitter optimization for the multi-antenna downlink with per-antenna power constraints," IEEE Trans. Signal Processing, vol.55, no.6, pp. 2646-2660, June 2007. (Pubitemid 46851631)
25. L. Zhang, R. Zhang, Y.-C. Liang, Y. Xin, and H. V. Poor. "On the Gaussian MIMO BC-MAC duality with multiple transmit covariance constraints," IEEE Trans. Inform. Theory [Online]. Available: http://arxiv.org/pdf/0809.4101v1
26. M. Bengtsson and B. Ottersten, "Optimal and suboptimal transmit beamform-ing," in Handbook of Antennas in Wireless Communications. Boca Raton, FL: CRC, 2001.
27. A. Wiesel, Y. C. Eldar, and S. Shamai (Shitz), "Linear precoding via conic optimization for fixed MIMO receivers," IEEE Trans. Signal Processing, vol.54, no.1, pp. 161-176, Jan. 2006. (Pubitemid 43065790)
28. M. Schubert and H. Boche, "Solution of the multiuser downlink beamforming problem with individual SINR constraints," IEEE Trans. Veh. Technol., vol.53, no.1, pp. 18-28, Jan. 2004.
29. T. S. Han and K. Kobayashi, "A new achievable rate region for the interference channel," IEEE Trans. Inform. Theory, vol.27, no.1, pp. 49-60, Jan. 1981. (Pubitemid 11481232)
30. V. R. Cadambe and S. A. Jafar, "Interference alignment and the degrees of freedom for the K user interference channel," IEEE Trans. Inform. Theory, vol.54, no.8, pp. 3425-3441, Aug. 2008.
31. M. F. Demirkol and M. A. Ingram, "Power-controlled capacity for interfering MIMO links," in Proc. IEEE Vehicular Technology Conf. (VTC), 2001, vol.1, pp. 187-191.
32. S. Ye and R. S. Blum, "Optimized signaling for MIMO interference systems with feedback," IEEE Trans. Signal Processing, vol.51, pp. 2839-2848, Nov. 2003.
33. W. Yu, G. Ginis, and J. Cioffi, "Distributed multiuser power control for digital subscriber lines," IEEE J. Select. Areas Commun., vol.20, no.5, pp. 1105-1115, June 2002. (Pubitemid 34789883)
34. J. Huang, R. Berry, and M. L. Honig, "Distributed interference compensation in wireless networks," IEEE J. Select. Areas Commun., vol.24, no.5, pp. 1074-1084, May 2006.
35. Z.-Q. Luo and J.-S. Pang, "Analysis of iterative waterfilling algorithm for multiuser power control in digital subscriber line," EURASIP J. Appl. Signal Process., 2006.
36. G. Scutari, D. P. Palomar, and S. Barbarossa, "Competitive design of multiuser MIMO systems based on game theory: A unified view," IEEE J. Select. Areas Commun., vol.25, no.7, pp. 1089-1103, Sept. 2008.
37. G. Scutari, D. P. Palomar, and S. Barbarossa, "Cognitive MIMO radio," IEEE Signal Processing Mag., vol.25, no.6, pp. 46-59, Nov. 2008.
38. S. J. Kim and G. B. Giannakis, "Optimal resource allocation for MIMO ad hoc cognitive radio networks," in Proc. Annu. Allerton Conf. Communication, Control, and Computing, Sept. 2008, pp. 39-45.
39. B. Song, R. Cruz, and B. Rao, "Network duality for multiuser mimo beam-forming networks and applications," IEEE Trans. Commun., vol.55, no.3, pp. 618-630, Mar. 2007. (Pubitemid 46563071)
40. M. Chiang, C. W. Tan, D. P. Palomar, D. Neill, and D. Julian, "Power control by geometric programming," IEEE Trans. Wireless Commun., vol.6, no.7, pp. 2640-2651, July 2007. (Pubitemid 47171474)
41. S. Yiu, M. Vu, and V. Tarokh, "Interference reduction by beamforming in cognitive networks," in Proc. IEEE Global Communications Conf. (GLOBECOM), Dec. 2008, pp. 1-6.
42. A. Tajer, N. Prasad, and X. Wang, "Beamforming and rate allocation in MISO cognitive radio networks," IEEE Trans. Signal Processing, vol.58, no.1, pp. 362-377, Jan. 2010.
43. R. Zhang and J. Cioffi, "Iterative spectrum shaping with opportunistic multiuser detection," in Proc. IEEE Int. Symp. Information Theory (ISIT), June 2009, pp. 2679-2683.
44. D. P. Palomar and M. Chiang, "A tutorial on decomposition methods for network utility maximization," IEEE J. Select. Areas Commun., vol.24, no.8, pp. 14 39-14 51, Au g. 20 06. (Pubitemid 44235724)
45. W. Yu and R. Lui, "Dual methods for nonconvex spectrum optimization of multicarrier systems," IEEE Trans. Commun., vol.54, no.7, pp. 1310-1322, July 2006. (Pubitemid 44111460)
46. Z.-Q. Luo and S. Zhang, "Dynamic spectrum management: complexity and duality," IEEE J. Select. Topics Signal Processing, vol.2, no.1, pp. 57-73, Feb. 2008. (Pubitemid 351392288)
47. R. Knopp and P. A. Humblet, "Information capacity and power control in single-cell multi-user communications," in Proc. IEEE Int. Conf. Communications (ICC), 1995, pp. 331-335.
48. R. Zhang, S. Cui, and Y.-C. Liang, "On ergodic sum capacity of fading cognitive multiple-access and broadcast channels," IEEE Trans. Inform. Theory, vol.55, no.11, pp. 5161-5178, Nov. 2009.
49. R. Etkin, A. Parekh, and D. Tse, "Spectrum sharing for unlicensed bands," IEEE J. Select. Areas Commun., vol.25, no.3, pp. 517-528, Apr. 2007.
50. S. Hayashi and Z.-Q. Luo, "Spectrum management for interference-limited multiuser communication systems," IEEE Trans. Inform. Theory, vol.55, no.3, pp. 1153-1175, Mar. 2009.
51. R. Zhang, "On peak versus average interference power constraints for protecting primary users in cognitive radio networks," IEEE Trans. Wireless Com-mun., vol.8, no.4, pp. 2112-2120, Apr. 2009.
52. R. Zhang, "Optimal power control over fading cognitive radio channels by exploiting primary user CSI," in Proc. IEEE Global Communications Conf. (GLOBECOM), Nov. 2008, pp. 1-5.
53. X. Kang, R. Zhang, Y.-C. Liang, and H. K. Garg, "Optimal power allocation for cognitive radio under primary user outage capacity constraint," in Proc. IEEE Int. Conf. Communications (ICC), June 2009, pp. 1-5.
54. R. Zhang, F. Gao, and Y.-C. Liang, "Cognitive beamforming made practical: Effective interference channel and learning-throughput tradeoff," IEEE Trans. Commun., vol.58, no.2, pp. 706-718, Feb. 2010.
55. L. Zhang, Y.-C. Liang, Y. Xin, and H. V. Poor, "Robust cognitive beamforming with partial channel state information," IEEE Trans. Wireless Commun., vol.8, no.8, pp. 4143-4153, Aug. 2009.
56. G. Zheng, K.-K. Wong, and B. Ottersten, "Robust cognitive beamforming with bounded channel uncertainties," IEEE Trans. Signal Processing, vol.57, no.12, p. 4871-4881, Dec. 2009.
57. L. Zhang, R. Zhang, Y.-C. Liang, Y. Xin, and S. Cui, "On the relationship between the multi-antenna secrecy communications and cognitive radio communications," in Proc. Annu. Allerton Conf. Communication, Control, and Computing, 2009, pp. 1286-1292.
58. R. Zhang and S. Cui. "Cooperative interference management in multi-cell downlink beamforming," IEEE Trans. Signal Processing [Online]. Available: http://arxiv.org/pdf/0910.2771v1