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Matrix and Tensor Decompositions in Signal Processing by G. Rard Favier

Matrix and Tensor Decompositions in Signal Processing

by G. Rard Favier
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Book cover type: Hardcover
  • ISBN13: 9781786301550
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley-Iste
  • Publisher Imprint: Wiley-Iste
  • Publication Date:
  • Pages: 200
  • Original Price: USD 134.95
  • Language: English
  • Edition: N/A
  • Item Weight: 370 grams
  • BISAC Subject(s): Signals & Signal Processing

The second volume will deal with a presentation of the main matrix and tensor decompositions and their properties of uniqueness, as well as very useful tensor networks for the analysis of massive data. Parametric estimation algorithms will be presented for the identification of the main tensor decompositions. After a brief historical review of the compressed sampling methods, an overview of the main methods of retrieving matrices and tensors with missing data will be performed under the low rank hypothesis. Illustrative examples will be provided.

FAVIER Gérard, Emeritus Research Director at CNRS.

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