Fast converging algorithm for weighted sum rate maximization in multicell MISO downlink

IEEE Signal Processing Letters

Volumn 19, Issue 12, 2012, Pages 872-875

  Tran, Le Nam ^a   Hanif, Muhammad Fainan ^a   Tolli, Antti ^a   Juntti, Markku ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

Beamforming; convex approximation; multicell downlink; weighted sum rate maximization

Indexed keywords

CONVERGENT ALGORITHMS; CONVEX APPROXIMATION; FAST CONVERGING ALGORITHMS; LOCAL OPTIMA; MAXIMIZATION PROBLEM; MOBILE TERMINAL; MULTI-ANTENNA; MULTI-CELL ENVIRONMENT; MULTICELL; NP-HARD; SECOND-ORDER CONE PROGRAM; SINGLE ANTENNA; WEIGHTED SUM-RATE;

ALGORITHMS; BEAMFORMING;

ITERATIVE METHODS;

EID: 84869151965     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2012.2223211     Document Type: Article

References (16)

1. H. Weingarten, Y. Steinberg, and S. Shamai, "The capacity region of the Gaussian multiple-input multiple-output broadcast channel," IEEE Trans. Inf. Theory, vol. 52, no. 9, pp. 3936-3964, Sep. 2006. (Pubitemid 44363826)
2. Z.-Q. Luo and S. Zhang, "Dynamic spectrum management: Complexity and duality," IEEE J. Sel. Topics Signal Process, vol. 2, no. 1, pp. 57-73, Feb. 2008. (Pubitemid 351392288)
3. S. Joshi, P. Weeraddana, M. Codreanu, and M. Latva-aho, "Weighted sum-rate maximization for MISO downlink cellular networks via branch and bound," IEEE Trans. Signal Process, vol. 60, no. 4, pp. 2090-2095, Apr. 2012.
4. E. Björnson, G. Zheng, M. Bengtsson, and B. Ottersten, "Robust monotonic optimization framework for multicell MISO systems," IEEE Trans. Signal Process, vol. 60, no. 5, pp. 2508-2523, May 2012.
5. L. Liu, R. Zhang, and K.-C. Chua, "Achieving global optimality for weighted sum-rate maximization in the K-user Gaussian interference channel with multiple antennas," IEEE Trans. Wireless Commun., vol. 11, no. 5, pp. 1933-1945, May 2012.
6. L. Venturino, N. Prasad, and X. Wang, "Coordinated linear beam-forming in downlink multi-cell wireless networks," IEEE Trans. Wireless Commun., vol. 9, no. 4, pp. 1451-1461, Apr. 2010.
7. C. T. K. Ng and H. Huang, "Linear precoding in cooperative MIMO cellular networks with limited coordination clusters," IEEE J. Sel. Areas Commun., vol. 28, no. 9, pp. 1446-1454, Dec. 2010.
8. S. S. Christensen, R. Agarwal, E. Carvaldho, and J. Cioffi, "Weighted sum-rate maximization using weighted MMSE for MIMO-BC beam-forming design," IEEE Trans. Wireless Commun., vol. 7, no. 12, pp. 4792-4799, Dec. 2008.
9. Q. Shi, M. Razaviyayn, Z.-Q. Luo, and C. He, "An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel," IEEE Trans. Signal Process, vol. 59, no. 9, pp. 4331-4340, Sep. 2011.
10. A. Beck, A. Ben-Tal, and L. Tetruashvili, "A sequential parametric convex approximation method with applications to nonconvex truss topology design problems," J. Global Optim., vol. 47, no. 1, pp. 29-51, 2010.
11. F. Alizadeh and D. Goldfarb, "Second-order cone programming," Math. Progr., vol. 95, pp. 3-51, 2001.
12. M. Lobo, L. Vandenberghe, S. Boyd, and H. Lebret, "Applications of second-order cone programming," Lin. Alg. Applicat., vol. 248, pp. 193-228, Nov. 1998.
13. J. Löfberg, "YALMIP: A toolbox for modeling and optimization in MATLAB," in Proc. the CACSD Conf., Taipei, Taiwan, 2004 [Online]. Available: http://users.isy.liu.se/johanl/yalmip
14. K. C. Toh, M. J. Todd, and R. Tutuncu, "SDPT3-A Matlab software package for semidefinite programming," Optim. Meth. Softw., Nov. 1999.
15. Q. Spencer, A. Swindlehurst, and M. Haardt, "Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels," IEEE Trans. Signal Process, vol. 52, no. 2, pp. 461-471, Feb. 2004.
16. J. C. Bezdek and R. J. Hathaway, "Convergence of alternating optimization," Neural, Parallel Sci. Comput., vol. 11, no. 4, pp. 351-368, Dec. 2003. (Pubitemid 37506735)