Source Separation in Physical-Chemical Sensing – Ebook Instant Download/Delivery ISBN(s): 9781119137221,1119137225

Product details:

• ISBN-13: 9781119137276
• Author: Christian Jutten, Leonardo Tomazeli Duarte, Saïd Moussaoui 

Source Separation in Physical-Chemical Sensing, supplies a thorough introduction to the principles of BSS, main methods and algorithms and its potential applications in various domains where data are obtained through physical or chemical sensors. Designed to bridge the gap between chemical/physical analysis and signal processing, it promises to be invaluable in many fields. Its alertness to the latest technologies and the full range of potential BSS applications make it an indispensable introduction to this cutting-edge method.

Table contents:

1 Overview of Source Separation

2 Optimization

3 Non-negative Matrix Factorization

4 Bayesian Source Separation

5 Geometrical Methods

6 Tensor Decompositions: Principles and Application to Food Sciences

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