Anderson

 Matthew Anderson

Ph.D. Candidate, Electrical Engineering
University of Maryland Baltimore County
ITE 370, 1000 Hilltop Circle
Baltimore, Maryland 21250

email: matt.anderson@umbc.edu

Reseach Interests: Statistical signal processing with application to biomedical data analysis and remote sensing.

Publications:

  • M. Anderson, T. Adali, and X.-L. Li, "Joint Blind Source Separation of Multivariate Gaussian Sources: Algorithms and Performance Analysis," IEEE Trans. Signal Process., in press.
  • M. Anderson, X.-L. Li, and T. Adali, "Complex-valued Independent Vector Analysis: Application to Multivariate Gaussian Model," Signal Processing, 2011.
  • M. Anderson, X.-L. Li, and T. Adali, "Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model," LNCS: Independent Component Analysis and Blind Signal Separation, Latent Variable Analysis and Signal Separation, 2010.
  • M. Anderson and T. Adali, "A General Approach for Robustification of ICA Algorithms," LNCS: Independent Component Analysis and Blind Signal Separation, Latent Variable Analysis and Signal Separation, 2010.
  • M. Anderson, X.-L. Li, P. A. Rodriquez, and T. Adali, "An Effective Decoupling Method for Matrix Optimization and its Application to the ICA Problem," ICASSP, 2012.
  • J. T. Dea, M. Anderson, E. Allen, V. D. Calhoun, and T. Adali, "IVA for Multi-subject FMRI Analysis: A Comparative Study Using a New Simulation Toolbox," Machine Learning for Signal Processing (MLSP), 2011.
  • G. Fu, M. Anderson, and T. Adali, "Order Detection for Dependent Samples Using Entropy Rate," ICASSP, 2012.
  • H. Li, X.-L. Li, M. Anderson, and T. Adali, "A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering," IEEE Transactions on Signal Processing, 2012.
  • X.-L. Li, T. Adali, and M. Anderson, "Joint Blind Source Separation by Generalized Joint Diagonalization of Cumulant Matrices," Signal Processing, 2011, 91, 2314-2322.
  • X.-L. Li, T. Adali, and M. Anderson, "Detection of Circular and Noncircular Signals in the Presence of Circular White Gaussian Noise," Proc. of 44th Asilomar Conference on Signals, Systems, and Computers, 2010.
  • X.-L. Li, M. Anderson, and T. Adali, "Noncircular Principal Component Analysis and Its Application to Model Selection ," IEEE Transactions on Signal Processing, 2011, 59, 4516-4528.
  • X.-L. Li, M. Anderson, and T. Adali, "Second and Higher-Order Correlation Analysis of Multiset Multidimensional Variables by Joint Diagonalization," LNCS: Independent Component Analysis and Blind Signal Separation, Latent Variable Analysis and Signal Separation, 2010.
  • J. Via, M. Anderson, X.-L. Li, and T. Adali, "A Maximum Likelihood Approach For Independent Vector Analysis of Gaussian Data Sets," Machine Learning for Signal Processing (MLSP), 2011.
  • J. Via, M. Anderson, X.-L. Li, and T. Adali, "Joint Blind Source Separation from Second-order Statistics: Necessary and Sufficient Identifiability Conditions," ICASSP, 2011.