9781848214590

Blind Identification and Separation of Complex-valued Signals

  • ISBN 13:

    9781848214590

  • ISBN 10:

    1848214596

  • Format: Hardcover
  • Copyright: 10/07/2013
  • Publisher: Iste/Hermes Science Pub

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)

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Summary

We consider the blind estimation of a multiple input/multiple output (MIMO) system that mixes a number of underlying signals of interest called sources. We also consider the case of direct estimation of the inverse system for the purpose of source separation. We will describe the estimation theory associated with the identifiability conditions and dedicated algebraic algorithms. The algorithms depend critically on (statistical and/or time-frequency) properties of complex sources that will be described precisely.

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