Joint base station clustering and beamformer design for partial coordinated transmission in heterogeneous networks

IEEE Journal on Selected Areas in Communications

Volumn 31, Issue 2, 2013, Pages 226-240

  Hong, Mingyi ^a   Sun, Ruoyu ^a   Baligh, Hadi ^b   Luo, Zhi Quan ^a  

^a University of Minnesota   (United States)

^b Huawei Technologies Canada   (Canada)

Author keywords

Base Station Clustering; MIMO; Multicell; Partial ComP; Transceiver Design; Wireless Networks

Indexed keywords

BEAMFORMER DESIGN; BEAMFORMERS; CLUSTER SIZES; EXTENSIVE SIMULATIONS; INTERFERENCE MANAGEMENT; JOINT TRANSMISSIONS; MULTICELL; NON-SMOOTH; PARTIAL COMP; PENALTY PARAMETERS; STATIONARY SOLUTIONS; TRANSCEIVER DESIGN; USER-CENTRIC; UTILITY FUNCTIONS;

ALGORITHMS; BEAMFORMING; HETEROGENEOUS NETWORKS; IMAGE RESOLUTION; ITERATIVE METHODS; MIMO SYSTEMS; WIRELESS NETWORKS;

BASE STATIONS;

EID: 84872894843     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2013.130211     Document Type: Article

References (45)

1. 3GPP, "Evolved Universal Terrestrial Radio Access (EUTRA) and Evolved Universal Terrestrial Radio Access Network (EUTRAN); overall description," 2011, 3GPP TS 36.300, V8.9.0.
2. A. Damnjanovic, J. Montojo, Y. Wei, T. Ji, T. Luo, M. Vajapeyam, T. Yoo, O. Song, and D. Malladi, "A survey on 3GPP heterogeneous networks," IEEE Wireless Commun., vol. 18, no. 3, pp. 10 -21, june 2011.
3. G.J. Foschini, K. Karakayali, and R.A. Valenzuela, "Coordinating multiple antenna cellular networks to achieve enormous spectral efficiency," IEE Proceedings Communications, vol. 153, no. 4, pp. 548 - 555, august 2006. (Pubitemid 44116683)
4. D. Gesbert, S.G. Kiani, A. Gjendemsjø, and G.E. Øien, "Adaptation, coordination, and distributed resource allocation in interference-limited wireless networks," Proc. IEEE, vol. 95, no. 12, pp. 2393-2409, 2007.
5. D. Gesbert, S. Hanly, H. Huang, S. Shamai, O. Simeone, and W. Yu, "Multi-cell MIMO cooperative networks: A new look at interference," IEEE J. Sel. Areas Commun., vol. 28, no. 9, pp. 1380 -1408, december 2010.
6. G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1691 - 1706, july 2003.
7. W. Yu and T. Lan, "Transmitter optimization for the multi-antenna downlink with per-antenna power constraints," IEEE Trans. Signal Process., vol. 55, no. 6, pp. 2646 -2660, june 2007. (Pubitemid 46851631)
8. Q. H. Spencer, A. L. 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.
9. J. Zhang, R. Chen, J.G. Andrews, A. Ghosh, and R.W. Heath, "Networked MIMO with clustered linear precoding," IEEE Trans. Wireless Commun., no. 8, pp. 1910-1921, 2009.
10. R. Zhang, "Cooperative multi-cell block diagonalization with per-basestation power constraints," IEEE J. Sel. Areas Commun., vol. 28, no. 9, pp. 1435 -1445, december 2010.
11. D. J. Love, R. W. Heath, V. K. N. Lau, D. Gesbert, B.D. Rao, and M. Andrews, "An overview of limited feedback in wireless communication systems," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1341 -1365, 2008.
12. R. Irmer, H. Droste, P. Marsch, M. Grieger, G. Fettweis, S. Brueck, H.-P. Mayer, L. Thiele, and V. Jungnickel, "Coordinated multipoint: Concepts, performance, and field trial results," IEEE Commun. Mag., no. 2, pp. 102-111, 2011.
13. 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, 2008. (Pubitemid 351392288)
14. Y.-F. Liu, Y.-H. Dai, and Z.-Q. Luo, "Max-min fairness linear transceiver design for a multi-user MIMO interference channel," in Proc. international conference on Communicaitons 2011, 2011.
15. Y.-F Liu, Y.-H. Dai, and Z.-Q. Luo, "Coordinated beamforming for MISO interference channel: Complexity analysis and efficient algorithms," IEEE Trans. Signal Process., vol. 59, no. 3, pp. 1142 -1157, march 2011.
16. M. Razaviyayn, M. Hong, and Z.-Q. Luo, "Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness," in 2011 Asilomar Conference on Signals, Systems, and Computers, 2011.
17. S.-J. Kim and G.B. Giannakis, "Optimal resource allocation for MIMO Ad Hoc Cognitive Radio Networks," IEEE Trans. Inf. Theory, vol. 57, no. 5, pp. 3117 -3131, may 2011.
18. C. Shi, D. A. Schmidt, R. A. Berry, M. L. Honig, and W. Utschick, "Distributed interference pricing for the MIMO interference channel," in IEEE International Conference on Communications, 2009, june 2009, pp. 1 -5.
19. Z. K. M. Ho and D. Gesbert, "Balancing egoism and altruism on interference channel: The MIMO case," in 2010 IEEE International Conference on Communications (ICC), may 2010, pp. 1 -5.
20. E. Larsson and E. Jorswieck, "Competition versus cooperation on the MISO interference channel," IEEE J. Sel. Areas Commun., vol. 26, no. 7, pp. 1059 -1069, september 2008.
21. E. Jorswieck and E. Larsson, "The MISO interference channel from a game-theoretic perspective: A combination of selfishness and altruism achieves pareto optimality," in IEEE ICASSP, april 2008, pp. 5364 - 5367.
22. M. Hong, J. Garz'as, A. Garc'ia-Armada, and A. Garcia, "Lower bounds optimization for coordinated linear transmission beamformer design in multicell network downlink," Submitted to IEEE Trans. Signal Process.
23. L. Venturino, N. Prasad, and X. Wang, "Coordinated linear beamforming in downlink multicell wireless networks," IEEE Trans. Wireless Commun., vol. 9, no. 4, pp. 1451-1461, 2010.
24. 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, 2011.
25. 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, december 2010.
26. J.-M. Moon and D.-H. Cho, "Inter-cluster interference management based on cell-clustering in network MIMO systems," in IEEE 73rd Vehicular Technology Conference (VTC Spring), may 2011, pp. 1 -6.
27. S. Kaviani and W.A. Krzymien, "Multicell scheduling in network MIMO," in 2010 IEEE Global Telecommunications Conference, dec. 2010, pp. 1 -5.
28. A. Papadogiannis, D. Gesbert, and E. Hardouin, "A dynamic clustering approach in wireless networks with multi-cell cooperative processing," in IEEE International Conference on Communications, may 2008, pp. 4033 -4037.
29. A. Papadogiannis, E. Hardouin, and D. Gesbert, "Decentralising multicell cooperative processing: a novel robust framework," EURASIP J. on Wireless Comm. and Net., pp. 1-10, 2009.
30. A. Papadogiannis and G.C. Alexandropoulos, "The value of dynamic clustering of base stations for future wireless networks," in 2010 IEEE International Conference on Fuzzy Systems (FUZZ), july 2010, pp. 1 -6.
31. P. Marsch and G. Fettweis, "A framework for optimizing the uplink performance of distributed antenna systems under a constrained backhaul," in IEEE ICC 2007, june 2007, pp. 975 -979. (Pubitemid 351145662)
32. M. Yuan and Y. Lin, "Model selection and estimation in regression with grouped variables," J. Royal Statistical Society: Series B (Statistical Methodology), vol. 68, no. 1, pp. 49-67, 2006. (Pubitemid 43415335)
33. T. M. Cover and J. A. Thomas, Elements of Information Theory, second edition, Wiley, 2005.
34. Francis R. Bach, "Consistency of the group Lasso and multiple kernel learning," JOURNAL OF MACHINE LEARNING RESEARCH, vol. 9, pp. 1179-1225, 2007.
35. S. Ma, X. Song, and J. Huang, "Supervised group Lasso with applications to microarray data analysis," 2007.
36. S.J. Wright, R.D. Nowak, and M.A.T. Figueiredo, "Sparse reconstruction by separable approximation," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2479 -2493, july 2009.
37. Y. C. Eldar, P. Kuppinger, and H. Bolcskei, "Block-sparse signals: Uncertainty relations and efficient recovery," IEEE Trans. Signal Process., vol. 58, no. 6, pp. 3042 -3054, june 2010.
38. J.A. Bazerque, G. Mateos, and G.B. Giannakis, "Group-Lasso on splines for spectrum cartography," IEEE Trans. Signal Process., vol. 59, no. 10, pp. 4648 -4663, oct. 2011.
39. D.L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289 -1306, 2006.
40. Z. Qin, K. Scheinberg, and D. Goldfarb, "efficient block coordinate descent algorithms for the group Lasso," 2011, Technical Report, Columbia University.
41. W. Deng, W. Yin, and Y. Zhang, "Group sparse optimization by alternating direction method," Tehnical Report, Rice University.
42. P. Tseng, "Convergence of a block coordinate descent method for nondifferentiable minimization," J. Optimization Theory and Applications, vol. 103, no. 9, pp. 475-494, 2001.
43. Z.-Q. Luo, "Lecture notes for EE5239 introduction to nonlinear optimization," University of Minnesota.
44. R. A. Horn and C. R. Johnson, Matrix Analysis, Cambridge University Press, 1990.
45. D. P. Bertsekas, Nonlinear Programming, 2nd ed, Athena Scientific, Belmont, MA, 1999.