Post-Nonlinear Blind Extraction in the Presence of Ill-Conditioned Mixing

@article{Leong2008PostNonlinearBE,
  title={Post-Nonlinear Blind Extraction in the Presence of Ill-Conditioned Mixing},
  author={Wai Yie Leong and Danilo P. Mandic},
  journal={IEEE Transactions on Circuits and Systems I: Regular Papers},
  year={2008},
  volume={55},
  pages={2631-2638}
}
An extension of blind source extraction (BSE) of one or a group of sources to the case of ill-conditioned and post-nonlinear (PNL) mixing is introduced. This is achieved by a ldquomixed objectiverdquo type of cost function which jointly maximizes the kurtosis of a recovered source and estimates a measure of nonlinearity within the mixing system. This helps to circumvent problems with existing BSE methods, which are limited to noiseless and linear mixing models. Simulations illustrate the… CONTINUE READING
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Independent Component Analysis: A Tutorial

  • A. Hyvarinen, E. Oja
  • Tech Rep. Helsinki Univ.Technology,
  • 1999
Highly Influential
10 Excerpts

Digital Signal Processing: Mathematical and Computational Methods

  • J. Blackledge
  • Software Development and Applications, 2nd ed…
  • 2006
1 Excerpt

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