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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Matrix and Tensor Decompositions in Signal Processing

Matrix and Tensor Decompositions in Signal Processing

Hardcover

Technology & Engineering

ISBN10: 1786301555
ISBN13: 9781786301550
Publisher: Wiley-Iste
Published: Aug 5 2021
Pages: 384
Weight: 1.58
Height: 0.88 Width: 6.14 Depth: 9.21
Language: English
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.

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