Blind Signal Processing

Journal Articles

• L. Cirillo, A. Zoubir, and M. Amin, "Blind source separation in the time-frequency domain based on multiple hypothesis testing," IEEE Transactions on Signal Processing, June 2008.

• A. Belouchrani, K. Abed-Meraim, M. G. Amin, and A.M. Zoubir, "Blind separation of non-stationary sources," IEEE Signal Processing Letters, July 2004.

• H. Lin and M. G. Amin, "A hybrid adaptive blind equalization algorithm for indoor dynamic wireless channels," IEEE Transactions on Signal Processing, July 2004.

• L. He and M. G. Amin, “A dual-mode technique for improved blind equalization for QAM signals,” IEEE Signal Processing Letters, February, 2003.

• N. Bhalla, A. Belouchrani, and M. G. Amin, “Application of blind signal separation techniques to Airborne Antenna Arrays,” Journal of Franklin Institute, January 1999.

• A. Belouchrani and M. G. Amin, “A two sensor blind beamformer for direct sequence spread spectrum communications,” IEEE Transactions on Signal Processing, August 1999.

• A. Belouchrani,  M. G. Amin,   and  K. Abed-Meraim,  “Direction finding in correlated noise fields based  on joint block-diagonalization of spatio-temporal correlation matrices,” IEEE Signal Processing Letters, September 1997.

Conference Papers

• M. Sahmoudi and M. Amin, “Blind separation of in-building acoustic signals for urban sensing using distributed sensors,” Proceedings of the Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2007.

• M. Sahmoudi, H. Boumaraf, M. Amin,and D.-T. Pham, "Blind separation of convolutive mixtures using nonstationarity andfractional lower order statistics: application to audio signals,"Proceedings of the IEEE Workshop on Sensor Array and Multi-channel Processing, Waltham,MA, July 2006.

•  M. Sahmoudi, M. G. Amin, K. Abed-Meraim and A. Belouchrani, “Contrast functions for blind source separation based on time-frequency information-theory,” Proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation, Charleston, SC, March 2006.

• M. Sahmoudi, H. Snoussi and M. G. Amin, "Robust approach for blind source separation in Non-Gaussian noise environments", Proceedings of the IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing , Marrakech, Morocco, March, 2006.

• Y. Zhang, M. G. Amin, and A. R. Lindsey, "Improved blind separations of nonstationary sources based on spatial time-frequency distributions," Proceedings of the Fourth International Symposium on Independent Component Analysis and Blind Signal Processing, Nara, Japan, April 2003.

• L. He and M. G. Amin, “Performance comparison and carrier phase recovery for several blind equalization algorithms,” Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, Marrakech, Morocco, December 2002.

• L. A. Cirillo, A. M. Zoubir, and M. G. Amin, “Selection of auto- and cross-terms for blind non-stationary sources separation,” Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, Cairo, Egypt, December 2001.

• L. He, R. Malkemes, C. Reed and M. G. Amin, “A comparison of two blind equalization algorithms for broadband indoor wireless communications,” Proceedings of the Sixth International Symposium on Signal Processing and its Application, Kuala Lampur, Malaysia, August 2001.

• A. Belouchrani, K. Abdel Merain, M. G. Amin, and A. Zoubir, “Joint anti-diagonalization for blind source separation,” Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, May 2001.

• Y. Zhang and M. G. Amin, “Blind separation of sources based on their time-frequency signatures,” Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Istanbul, Turkey, June 2000.

• Y. Zhang and M. G. Amin, "Blind beamforming for suppression of instantaneously narrowband signals in DS/SS communications using subspace projection techniques," Proceedings of the SPIE Digital Wireless Communication II, Orlando, FL, April 2000.

• M. Lagunas and A. Perez, and M. G. Amin, “Optimum blind spatial processing for frequency diversity spread spectrum communications,” Proceedings of the SPIE on Aerospace/Defense Sensing, Simulation, and Controls, Orlando, FL, April 1999.

• M. G. Amin, “Spatial time-frequency distributions for direction finding and blind source separation,” Proceedings of the SPIE on Aerospace/Defense Sensing, Simulation, and Controls, Orlando, FL, April 1999.

• M. G. Amin and A. Belouchrani, “Blind source separation using spatial ambiguity functions,” Proceedings of the IEEE International Symposium on Time-Frequency and Time-Scale, Pittsburgh, PA, October 1998.

• A. Belouchrani and M. G. Amin,” A two sensor blind beamformer for direct sequence spread spectrum communications,” Proceedings of the IEEE Workshop on Statistical Signal and Array Processing, Portland, OR, September 1998.

• A. Belouchrani and M. G. Amin, “Blind source separation using joint signal representations,” Proceedings of the SPIE Conference on Advanced Algorithms and Architectures for Signal Processing, San Diego, CA, July 1997.

• A. Belouchrani, M. G. Amin, and C. Wang, “Interference mitigation in spread spectrum communications using blind source separation,” Proceedings of the Asilomar Conference Signals, Systems, and Computers, Pacific Grove, CA, November 1996.

• A. Belouchrani and M. G. Amin, “A new approach for blind source separation using time-frequency distributions,” Proceedings of the SPIE Conference on Advanced algorithms and Architectures for Signal Processing, Denver, Colorado, August 1996.