Novey

 Mike Novey

Ph.D. Computer Science
University of Maryland Baltimore County
ITE 370, 1000 Hilltop Circle
Baltimore, Maryland 21250

email: mnovey1@umbc.edu

Reseach Interests: Statistical signal processing, radar, complex-valued optimization, and complex-valued independent component analysis

Publications:

Journal publications:

  • M. Novey, E. Ollila, and T. Adali, "On testing the extent of noncircularity," Submitted to IEEE Trans. on Signal Processing, April 2011.
  • M. Novey, T. Adali and A. Roy, "A complex generalized Gaussian distribution--characterization, generation, and estimation," IEEE Trans. on Signal Processing. vol. 58, pp. 1427--1433, March 2010.
  • M. Novey, T. Adali and A. Roy, "Circularity and Gaussianity detection using the complex generalized Gaussian distribution," IEEE Signal Processing Letters , vol. 16, pp. 993--996, Nov. 2009.
  • T. Adali, H. Li, M. Novey, and J.-F. Cardoso, "Complex ICA using nonlinear functions," IEEE Trans. on Signal Processing, vol. 56, pp. 4536--4544, Sept. 2008.
  • M. Novey and T. Adali, "On extending the complex fastICA algorithm to noncircular sources," IEEE Trans. on Signal Processing, vol. 56, pp. 2148--2154, May 2008.
  • M. Novey and T. Adali, "Complex ICA by negentropy maximization," IEEE Trans. on Neural Networks, vol. 19, pp. 596--609, April 2008.
Conference papers:
  • M. Novey and T. Adali, "Using complex-valued ICA to efficiently combine radar polarimetric data for target detection," in Proc. ICASSP , Taipei, Taiwan, April 2009.
  • M. Novey and T. Adal, "On quantifying the effects of noncircularity on the complex fastICA algorithm," in Proc. ICASSP , Las Vegas, Nevada, April 2008.
  • M. Novey and T. Adali, "Complex fixed-point ICA algorithm for separation of QAM sources using Gaussian mixture model," in IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Honolulu, Hawaii, April 2007.
  • M. Novey and T. Adali, "Adaptable nonlinearity for complex maximization of nongaussianity and a fixed-point algorithm," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP), Maynooth, Ireland, Sep. 2006.
  • M. Novey and T. Adali, "Stability analysis of complex-valued nonlinearities for maximization of nongaussianity," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Toulouse, France, May 2006.
  • M. Novey and T. Adali, "ICA by maximization of nongaussianity using complex functions," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP), Mystic, CT, Sep. 2005.