Matrix and Tensor Decompositions in Signal Processing

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Technique - Electronics: Signal Processing
Matrix and Tensor Decompositions in...

Matrix and Tensor Decompositions in Signal Processing

Name: Matrix and Tensor Decompositions in Signal Processing
ISBN: 9781786301550

Gérard Favier

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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.

Kategorien:

Technique - Electronics: Signal Processing

Jahr:

2021

Verlag:

Wiley-ISTE

Sprache:

english

Seiten:

378

ISBN 10:

1786301555