Joint Beamforming, Power, and Channel Allocation in Multiuser and Multichannel Underlay MISO Cognitive Radio Networks

IEEE Transactions on Vehicular Technology

Volumn 65, Issue 5, 2016, Pages 3349-3359

  Dadallage, Suren ^a   Yi, Changyan ^a   Cai, Jun ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Beamforming; cognitive radio network (CRN); genetic algorithm (GA); semidefinite relaxation (SDR); simulated annealing (SA)

Indexed keywords

ALGORITHMS; BEAMFORMING; COMPLEX NETWORKS; GENETIC ALGORITHMS; INTEGER PROGRAMMING; NONLINEAR PROGRAMMING; OPTIMIZATION; RADIO; RADIO SYSTEMS; SIMULATED ANNEALING;

COGNITIVE RADIO NETWORK; COGNITIVE RADIO NETWORK (CRN); MULTIPLE INPUT SINGLE OUTPUTS; NONCONVEX MIXED-INTEGER NONLINEAR PROGRAMMING; POWER AND CHANNEL ALLOCATION; SEMIDEFINITE RELAXATION; SPECTRUM UTILIZATION; ZERO-FORCING BEAM-FORMING;

COGNITIVE RADIO;

EID: 84970016200     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2015.2440412     Document Type: Article

References (38)

1. "Spectrum Policy Task Force, Spectrum Policy Task Force Report," Fed. Commun. Comm., Washington, DC, USA, 2002.
2. S. Haykin, "Cognitive radio: Brain-empoweredwireless communications," IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005.
3. R. Qiu, Z. Hu, H. Li, and M. Wicks, Cognitive Radio Communication and Networking: Principles and Practice. New York, NY, USA: Wiley, 2012.
4. C. Yi and J. Cai, "Two-stage spectrum sharing with combinatorial auction and Stackelberg game in recall-based cognitive radio networks," IEEE Trans. Commun., vol. 62, no. 11, pp. 3740-3752, Nov. 2014.
5. C. Yi and J. Cai, "Multi-item spectrum auction for recall-based cognitive radio networks with multiple heterogeneous secondary users," IEEE Trans. Veh. Technol., vol. 64, no. 2, pp. 781-792, Feb. 2015.
6. B. Van Veen and K. Buckley, "Beamforming: A versatile approach to spatial filtering," IEEE ASSP Mag., vol. 5, no. 2, pp. 4-24, Apr. 1988.
7. S. Yiu, M. Vu, and V. Tarokh, "Interference reduction by beamforming in cognitive networks," in Proc. IEEE Globecom, Nov. 2008, pp. 1-6.
8. R. Xie, F. Yu, and H. Ji, "Joint power allocation and beamforming with users selection for cognitive radio networks via discrete stochastic optimization," in Proc. IEEE Globecom, Dec. 2011, pp. 1-5.
9. B. Zayen, A. Hayar, and G. Oien, "Resource allocation for cognitive radio networks with a beamforming user selection strategy," in Proc. 43rd Asilomar Signals, Syst. Comput., Nov. 2009, pp. 544-549.
10. O. Abdulghfoor, M. Ismail, and R. Nordin, "Power allocation via interference compensation in underlay cognitive radio networks: A game theoretic perspective," in Proc. ISTT, Nov. 2012, pp. 296-301.
11. K. W. Sung, M. Tercero, and J. Zander, "Aggregate interference in secondary access with interference protection," IEEE Commun. Lett., vol. 15, no. 6, pp. 629-631, Jun. 2011.
12. Y. Wen, S. Loyka, and A. Yongacoglu, "Asymptotic analysis of interference in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 30, no. 10, pp. 2040-2052, Nov. 2012.
13. C. Jiang and L. Cimini, "Downlink energy-efficient multiuser beamforming with individual SINR constraints," in Proc. Milcom, Nov. 2011, pp. 495-500.
14. Y.-L. Liu, M.-L. Ku, and L.-C. Wang, "Joint beamforming, scheduling, and power allocation for hierarchical cellular systems," in Proc. IEEE ICC, Jun. 2012, pp. 1773-1778.
15. M.-L. Ku, L.-C. Wang, and Y.-T. Su, "Toward optimal multiuser antenna beamforming for hierarchical cognitive radio systems," IEEE Trans. Commun., vol. 60, no. 10, pp. 2872-2885, Oct. 2012.
16. E. Gharavol, Y.-C. Liang, and K. Mouthaan, "Robust downlink beamforming in multiuser MISO cognitive radio networks with imperfect channel-state information," IEEE Trans. Veh. Technol., vol. 59, no. 6, pp. 2852-2860, Jul. 2010.
17. S.-H. Moon, C. Lee, S.-R. Lee, and I. Lee, "Joint user scheduling and adaptive intercell interference cancelation for MISO downlink cellular systems," IEEE Trans. Veh. Technol., vol. 62, no. 1, pp. 172-181, Jan. 2013.
18. K. Hamdi, W. Zhang, and K. Letaief, "Joint beamforming and scheduling in cognitive radio networks," in Proc. IEEE Globecom, Nov. 2007, pp. 2977-2981.
19. K. Cumanan, R. Krishna, L. Musavian, and S. Lambotharan, "Joint beamforming and user maximization techniques for cognitive radio networks based on branch and bound method," IEEE Trans. Wireless Commun., vol. 9, no. 10, pp. 3082-3092, Oct. 2010.
20. C. Pitz, E. Ortiz Batista, and R. Seara, "On the joint beamforming and power control in cellular systems: Algorithm and stochastic model," IEEE Trans. Wireless Commun., vol. 13, no. 12, pp. 6943-6954, Dec. 2014.
21. C.-C. Chien, H.-J. Su, and H.-J. Li, "Joint beamforming and power allocation for MIMO relay broadcast channel with individual SINR constraints," IEEE Trans. Veh. Technol., vol. 63, no. 4, pp. 1660-1677, May 2014.
22. P. Cheng, L. Deng, H. Yu, Y. Xu, and H. Wang, "Resource allocation for cognitive networks with D2D communication: An evolutionary approach," in Proc. IEEE WCNC, Apr. 2012, pp. 2671-2676.
23. A. Ghazanfari, A. Tolli, and H. Pennanen, "Sum power minimization for cellular systems with underlay D2D communications," in Proc. CROWNCOM, Jun. 2014, pp. 45-50.
24. K. Illanko, K. Raahemifar, and A. Anpalagan, "Sub-channel and power allocation for multiuser OFDM with rate constraints using genetic algorithm," in Proc. IEEE PacRim, Aug. 2009, pp. 571-575.
25. B. Ye, M. Nekovee, A. Pervez, and M. Ghavami, "TV white space channel allocation with simulated annealing as meta algorithm," in Proc. CROWNCOM, Jun. 2012, pp. 175-179.
26. N. Noordin et al., "Uniform circular arrays for phased array antenna," in Proc. LAPC, Nov. 2011, pp. 1-4.
27. B. H. Wang, H. T. Hui, and M.-S. Leong, "Decoupled 2D direction of arrival estimation using compact uniform circular arrays in the presence of elevation-dependent mutual coupling," IEEE Trans. Antennas Propag., vol. 58, no. 3, pp. 747-755, Mar. 2010.
28. Y. Tachwali, B. Lo, I. Akyildiz, and R. Agusti, "Multiuser resource allocation optimization using bandwidth-power product in cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 31, no. 3, pp. 451-463, Mar. 2013.
29. L. Vandenberghe and S. Boyd, "Semidefinite programming," SIAM Rev., vol. 38, no. 1, pp. 49-95, Mar. 1996.
30. Z.-Q. Luo, W.-K. Ma, A.-C. So, Y. Ye, and S. Zhang, "Semidefinite relaxation of quadratic optimization problems," IEEE Signal Process. Mag., vol. 27, no. 3, pp. 20-34, May 2010.
31. CVX Research, "CVX: Matlab software for disciplined convex programming, version 2.0," Aug. 2012. [Online]. Available: http://cvxr.com/cvx
32. S. Boyd and L. Vandenberghe, Convex Optimization. New York, NY, USA: Cambridge Univ. Press, 2004.
33. P. van Laarhoven and E. Aarts, Simulated Annealing: Theory and Applications, ser. Ellis Horwood series in mathematics and its applications. Berlin, Germany: Springer-Verlag, 1987.
34. S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, no. 4598, pp. 671-680, May 1983.
35. S. Chantaraskul and K. Moessner, "Implementation of a genetic algorithm based decision making framework for opportunistic radio," IET Commun., vol. 4, no. 5, pp. 495-506, Mar. 2010.
36. G. K. Soon, T. T. Guan, C. K. On, R. Alfred, and P. Anthony, "A comparison on the performance of crossover techniques in video game," in Proc. IEEE ICCSCE, Nov. 2013, pp. 493-498.
37. A. J. Monticelli, R. Romero, and E. N. Asada, Fundamentals of Simulated Annealing. New York, NY, USA: Wiley, 2007.
38. D. Thompson and G. Bilbro, "Sample-sort simulated annealing," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 35, no. 3, pp. 625-632, Jun. 2005.