Compressive Sensing

Journal Articles

• M. Leigsnering, F. Ahmad, M. G. Amin, A. Zoubir, "Multipath exploitation in through-the-wall radar imaging using sparse reconstruction," IEEE Transactions on Aerospace and Electronic Systems, vol.50, no. 2, April 2014.

• L. Stankovic, S. Stankovic, M. G. Amin, "Missing samples analysis in signals for applications to L-estimation and compressive sensing," Signal Processing, Volume 94, January 2014.
   
• I. Orovic, S. Stankovic, and M. G. Amin, L-statistics based modification of reconstruction algorithms for compressive sensing in the presence of impulse noise, Signal Processing, vol. 93, no. 11, November 2013
   
• L. Stankovic, S. Stankovic, I. Orovic, and M. G. Amin, "Compressive sensing based separation of non-stationary and stationary signals overlapping in time-frequency,"IEEE Transactions on Signal Processing, vol. 61, no. 18, September 2013.

• M. G. Amin and F. Ahmad, Compressive sensing for through-the-wall radar imaging," Journal of Electronic Imaging, vol. 22, no. 3, July 2013.

Conference Papers

• B. Jokanovic, M. G. Amin, Y. D. Zhang, and F. Ahmad, "Time-frequency kernel design for sparse joint-variable signal representations," Proceedings of the European Signal Processing Conference, Lisbon, Portugal, September 2014.
   
• S. Qin, Y. D. Zhang, Q. Wu, and M. G. Amin, "Large-scale sparse reconstruction through partitioned compressive sensing," Proceedings of the International Conference on Digital Signal Processing, Hong Kong, August 2014.
   
• Q. Wu, Y. D. Zhang, M. G. Amin, and F. Ahmad, "Through-the-wall radar imaging based on modified Bayesian compressive sensing," Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, Xi'an, China, July 2014.
   
• Q. Wu, Y. D. Zhang, M. G. Amin, and B. Himed, "Complex multitask Bayesian compressive sensing," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 2014.
   
•  M. G. Amin, Y. D. Zhang, and B. Jokanovic, "Time-frequency signature reconstruction from random observations using multiple measurement vectors," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 2014.
   
• S. Subedi, Y. D. Zhang, M. G. Amin, and B. Himed, "Motion parameter estimation of multiple targets in multistatic radar through sparse signal recovery," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 2014.
   
•  B. Jokanovic, M. G. Amin, and Y. D. Zhang, "Reducing noise in the time-frequency representation using sparsity promoting kernel design," Proceedings of the SPIE Symposium on Defense, Security, and Sensing, Compressive Sensing III Conference, Baltimore, MD, May 2014.
   
• Q. Wu, Y. D. Zhang, M. G. Amin and B. Himed, "Multi-statice passive SAR imaging radar based on Bayesian compressive sensing," Proceedings of the SPIE Symposium on Defense, Security, and Sensing, Compressive Sensing III Conference, Baltimore, MD, May 2014.
   
• F. Ahmad, K. Al Kadry, and M. G. Amin, "Sparsity-based ranging for dual-frequency radars," Proceedings of the SPIE Symposium on Defense, Security, and Sensing, Compressive Sensing III Conference, Baltimore, MD, May 2014.
   
• Y. D. Zhang, M. G. Amin, and B. Himed, Reduced interference time-frequency representations and sparse reconstruction of undersampled data, Proceeding of the European Signal Processing Conference, Marrakech, Morocco, September 2013.
   
• F. Ahmad, J. Qian, and M. G. Amin, Wall mitigation using discrete prolate spheroidal sequences for sparse indoor image reconstruction, Proceeding of the 21st European Signal Processing Conference, Marrakech, Morocco, September, 2013.
   
• Y. D. Zhang, M. G. Amin, and B. Himed, Sparsity-based DOA estimation using co-prime arrays, Proceeding of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada, May 2013.
   
• M. Leigsnering, F. Ahmad, M. G. Amin, and A. Zoubir, ' Compressive sensing based specular multipath exploitation for through-the-wall radar imaging, Proceeding of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada, May 2013.
   
• M. Leigsnering, F. Ahmad, M. G. Amin, and A. Zoubir, CS based wall ringing and reverberation mitigation for through-the-wall radar imaging, Proceeding of the IEEE Radar Conference, Ottawa, Canada, April-May 2013.