TY - BOOK ID - 135789112 TI - Matrix and tensor decompositions in signal processing. PY - 2021 SN - 1119700981 111970099X 1119700965 PB - London, England : ISTE Ltd, DB - UniCat KW - Signal processing KW - Computer algorithms. KW - Calculus of tensors. KW - Matrices. KW - Algorithms. KW - Digital techniques KW - Mathematics. UR - https://www.unicat.be/uniCat?func=search&query=sysid:135789112 AB - 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. ER -