Interference alignment using reweighted nuclear norm minimization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 4369-4373

  Sridharan, Gokul ^a   Yu, Wei ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Interference alignment; interference mitigation; nuclear norm minimization; rank minimization; reweighting

Indexed keywords

INTERFERENCE ALIGNMENT; INTERFERENCE MITIGATION; NUCLEAR NORM MINIMIZATIONS; RANK MINIMIZATIONS; RE-WEIGHTING;

ALGORITHMS; BEAMFORMING; ITERATIVE METHODS;

INTERFERENCE SUPPRESSION;

EID: 84890477013     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638485     Document Type: Conference Paper

References (20)

1. V. R. Cadambe and S. A. Jafar, "Interferencealignment and degrees of freedom of the K-user interference channel," IEEE Trans. Inf. Theory, vol. 54, no. 8, pp. 3425-3441, Aug. 2008.
2. M. A.Maddah-Ali, A. S.Motahari, and A. K. Khandani, "Communication over MIMO-X channels: Interference alignment, decomposition, and performance analysis," IEEE Trans. Inf. Theory, vol. 54, no. 8, pp. 3457-3470, Aug. 2008.
3. C. Suh, M. Ho, and D. N. C. Tse, "Downlink interference alignment," IEEE Trans. Commun., vol. 59, no. 9, pp. 2616-2626, Sep. 2011.
4. K. Gomadam, V. R. Cadambe, and S. A. Jafar, "A distributed numerical approach to interference alignment and applications to wireless interference networks," IEEE Trans. Inf. Theory, vol. 57, no. 6, pp. 3309-3322, Jun. 2011.
5. S. W. Peters and R. W. Heath, "Interference alignment via alternating minimization," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 2009, pp. 2445-2448.
6. B. Zhuang, R. A. Berry, and M. L. Honig, "Interference alignment in MIMO cellular networks," in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011.
7. D. S. Papailiopoulos and A. G. Dimakis, "Interference alignment as a rank constrained rank minimization," IEEE Trans. Signal Process., vol. 60, no. 8, pp. 4278-4288, Aug. 2012.
8. D. A. Schmidt, C. Shi, R. A. Berry, M. L. Honig, and W. Utschick, "Minimum mean squared error interference alignment," in Proc. Asilomar Conference on Signals, Systems and Computers, Nov. 2009, pp. 1106-1110.
9. E. J. Candes, M. B. Wakin, and S. P. Boyd, "Enhancing sparsity by reweighted 1minimization," Journal of Fourier Analysis and Applications, vol. 14, no. 5, pp. 877-905, 2008.
10. K. Mohan and M. Fazel, "Reweighted nuclear norm minimization with application to system identification," in Proc. American Control Conference, Jun. 2010, pp. 2953-2959.
11. B. Recht, M. Fazel, and P. A. Parrilo, "Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization," SIAM Review, vol. 52, no. 3, pp. 471-501, Aug. 2010.
12. B. Recht, W. Xu, and B. Hassibi, "Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization," in Proc. IEEE Conference on Decision and Control, Dec. 2008, pp. 3065-3070.
13. M. Fazel, H. Hindi, and S. P. Boyd, "Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices," in Proc. American Control Conference, vol. 3, Jun. 2003, pp. 2156-2162.
14. -, "Rank minimization and applications in system theory," in Proc. American Control Conference, vol. 4, Jun. 2004, pp. 3273-3278.
15. C. M. Yetis, T. Gou, S. A. Jafar, and A. H. Kayran, "On feasibility of interference alignment in MIMO interference networks," IEEE Trans. Signal Process., vol. 58, no. 9, pp. 4771-4782, Sep. 2010.
16. C. Wang, T. Gou, and S. A. Jafar, "Subspace alignment chains and the degrees of freedom of the threeuser MIMO interference channel," IEEE Trans. Inf. Theory, submitted for publication. [Online]. Available: http://arxiv.org/abs/1109.4350
17. M. Razaviyayn, G. Lyubeznik, and Z.-Q. Luo, "On the degrees of freedom achievable through interference alignment in a MIMO interference channel," IEEE Trans. Signal Process., vol. 60, no. 2, pp. 812-821, Feb. 2012.
18. M. Fazel, H. Hindi, and S. P. Boyd, "A rank minimization heuristic with application to minimum order system approximation," in Proc. American Control Conference, vol. 6, Jun. 2001, pp. 4734-4739.
19. CVX Research, Inc., "CVX: Matlab software for disciplined convex programming, version 2.0 beta," September 2012. [Online]. Available: http://cvxr.com/ cvx
20. M. Grant and S. Boyd, "Graph implementations for nonsmooth convex programs," in Recent Advances in Learning and Control, ser. Lecture Notes in Control and Information Sciences, V. Blondel, S. Boyd, and H. Kimura, Eds. Springer-Verlag Limited, 2008, pp. 95-110. [Online]. Available: http://stanford.edu/-boyd/ graph dcp.html