Safe convex approximation to outage-based MISO secrecy rate optimization under imperfect CSI and with artificial noise

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn , Issue , 2011, Pages 207-211

  Li, Qiang ^a   Ma, Wing Kin ^a   So, Anthony Man Cho ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Bernstein type inequality; Convex optimization; Secrecy capacity; Transmit beamforming

Indexed keywords

ARTIFICIAL NOISE; BERNSTEIN-TYPE INEQUALITY; CONVEX APPROXIMATION; IMPERFECT CSI; MAXIMIZATION PROBLEM; OPTIMIZATION PROBLEMS; PERFECT CHANNEL STATE INFORMATION; SECRECY CAPACITY; SECRECY RATES; TRANSMIT BEAMFORMING;

COMMUNICATION CHANNELS (INFORMATION THEORY); CONVEX OPTIMIZATION; OPTIMIZATION;

CHANNEL STATE INFORMATION;

EID: 84861311185     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2011.6189986     Document Type: Conference Paper

References (19)

1. Y. Liang, H. V. Poor, and S. Shamai (Shitz), "Information theoretic security," Foundations and Trends in Communications and Information Theory, vol. 5, no. 4-5, pp. 355-580, 2008.
2. A. D. Wyner, "The wiretap channel," in The Bell System Technical Journal, vol. 54, October 1975, pp. 1355-1387.
3. F. Oggier and B. Hassibi, "The secrecy capacity of the MIMO wiretap channel," in IEEE Int'l Symp. on Info. Theory, July 2008, pp. 524-528.
4. A. Khisti and G. W. Wornell, "Secure transmission with multiple antennas - part II: The MIMOME wiretap channel," IEEE Trans. Inf. Theory, vol. 56, no. 11, pp. 5515-5532, Nov. 2010.
5. R. Negi and S. Goel, "Secret communication using artificial noise," in IEEE Vehicular Technology Conference, Sept. 2005, pp. 1906-1910.
6. W.-C. Liao, T.-H. Chang, W.-K. Ma, and C.-Y. Chi, "QoS-based transmit beamforming in the presence of eavesdroppers: An optimized artificial-noise-aided approach," IEEE Trans. Signal Process., vol. 59, no. 3, pp. 1202-1216, Mar. 2011.
7. A. L. Swindlehurst, "Fixed SINR solution for the MIMO wiretap channel," in Proc. ICASSP 2009, April 2009, pp. 2437-2440.
8. Q. Li and W.-K. Ma, "A robust artificial noise aided transmit design for MISO secrecy," in ICASSP 2011, May 2011, pp. 3436-3439.
9. S. Gerbracht, A. Wolf, and E. A. Jorswieck, "Beamforming for fading wiretap channels with partial channel information," in International ITG Workshop on Smart Antennas, Bremen, Germany, Feb. 2010.
10. K.-Y. Wang, A. M.-C. So, T.-H. Chang, W.-K. Ma, and C.-Y. Chi, "Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," available online at http://arxiv.org/abs/1108.0982.
11. I. Bechar, "A Bernstein-type inequality for stochastic processes of quadratic forms of Gaussian variables," available online at http: //arxiv.org/abs/0909.3595.
12. Y. Liang, G. Kramer, H. V. Poor, and S. Shamai (Shitz), "Compound wire-tap channels," in Proc. 45th Annual Allerton Conf. Commun., Control, and Computing, Sept. 2007, pp. 136-143.
13. X. Zhou, M. R. McKay, B. Maham, and A. Hjørungnes, "Rethinking the secrecy outage formulation: A secure transmission design perspective," IEEE Commun. Lett., vol. 15, no. 3, pp. 302-304, Mar. 2011.
14. M. Bloch, J. Barros, M. R. S. Rodrigues, and S. W. McLaughlin, "Wireless information-theoretic security," IEEE Trans. Inf. Theory, vol. 54, no. 6, pp. 2515-2534, June 2008.
15. A. Charnes and W. W. Cooper, "Programming with linear fractional functionals," Naval Res. Logistics Quarterly, vol. 9, pp. 181-186, 1962.
16. M. Grant and S. Boyd, "CVX: Matlab software for disciplined convex programming, version 1.21," http://cvxr.com/cvx, Apr. 2011.
17. D. Bertsekas, Nonlinear Programming. Belmont, MA: Athena Scientific, 1999.
18. A. R. Conn, K. Scheinberg, and L. N. Vicente, Introduction to derivative-free optimization. Philadelphia: MPS-SIAM Series on Optimization, 2009.
19. X. Zhou and M. R. McKay, "Secure transmission with artificial noise over fading channels: Achievable rate and optimal power allocation," IEEE Trans. Veh. Tech., vol. 59, no. 8, pp. 3831-3842, Oct. 2010.