Welcome To the Homepage of Mohamed A. Suliman

Research:

My research intrest includes statistical signal processing, estimation theory, big data analysis, machine learning, optimization, and random matrix theory.



Publications:


  • [J5] M. A. Suliman, W. Dai, "Blind Two-Dimensional Super-Resolution and Its Performance Guarantee", Submitted, Nov. 2018. (RG, Arxiv)

  • [J4] M. A. Suliman, T. Ballal, T. Y. Al-Naffouri, "Perturbation-Based Regularization for Signal Estimation in Linear Discrete Ill-posed Problems", Signal Processing, Mar. 2018. (Elsevier) (RG, Arxiv)

  • [J3] M. A. Suliman, A. M. Alrashdi, T. Ballal, T. Y. Al-Naffouri, "SNR Estimation in Linear Systems with Gaussian Matrices", IEEE Signal Processing Letters, Sept. 2017. (IEEE) (Extended version: RG, Arxiv)

  • [J2] T. Ballal, M. Suliman, T. Y. Al-Naffouri, "Bounded Perturbation Regularization for Linear Least Squares Estimation", IEEE Access, Sept. 2017. (IEEE) (RG)

  • [J1] M. Suliman, T. Ballal, A. Kammoun, T. Y. Al-Naffouri, "Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory", IEEE Signal Processing Letters, Dec. 2016. (IEEE)

  • [C8] M. A. Suliman, W. Dai, "Precise Recovery in Two-Dimensional Blind Super-Resolution via Convex Optimization", at the Signal Processing with Adaptive Sparse Structured Representations (SPARS) workshop, July. 2019.

  • [C7] M. A. Suliman, W. Dai, "Blind Super-resolution in Two-dimensional Parameter Space", 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May. 2019. (IEEE)

  • [C6] M. A. Suliman, W. Dai, "Exact Three-Dimensional Estimation in Blind Super-Resolution via Convex Optimization", at 53rd Annual Conference on Information Systems & Sciences (CISS 2019). (IEEE)

  • [C5] M. A. Suliman, T. Ballal, M. H. AlSharif, M. Saad, T. Y. Al-Naffouri, "Robust 3-D Location Estimation in the Presence of Anchor Placement and Range Errors", 2018 15th Workshop on Positioning, Navigation and Communications (WPNC), Oct. 2018. (IEEE)

  • [C4] M. A. Suliman, H. Sifaou, T. Ballal, M. -S. Alouini, T. Y. Al-Naffouri, "Robust Estimation in Linear Ill-posed Problems with Adaptive Regularization Scheme", 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April. 2018. (IEEE) (RG)

  • [C3] T. Ballal, M. Suliman, T. Y. Al-Naffouri, "Near-optimal Parameter Selection Methods for l2 Regularization", IEEE Global Conference on Signal and Information Processing (GlobalSIP), Nov. 2017. (IEEE) (RG)

  • [C2] M. Suliman, T. Ballal, T. Y. Al-Naffouri, "Robust Regularized Least-Squares Beamforming Approach to Signal Estimation", IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec. 2016. (IEEE) (RG)

  • [C1] M. Suliman, T. Ballal, A. Kammoun, T. Y. Al-Naffouri, "Penalized Linear Regression for Discrete Ill-posed Problems: A Hybrid Least-Squares and Mean-Squared Error Approach", 24th European Signal Processing Conference (EUSIPCO), Aug. 2016. (IEEE) (RG)


  • For an updated list of my publications, please visit my Google Scholar and Research Gate accounts.

    Presentations:


  • KAUST-NSF Research Conference on Electronic Materials, Devices and Systems for a Sustainable Future, 2016.

  • Earth Science and Engineering Department Seminar, KAUST, 2016.