State estimation in chemometrics : the Kalman filter and beyond /

This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. It further applies system theory in order to develop a modular framework to be implemented on computer for the development of simple intelligent analyzers. Short reviews on...

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Bibliographic Details
Main Author: Thijssen, P. C. (Pierre Cornelis)
Corporate Author: ScienceDirect (Online service)
Format: eBook
Language:English
Published: Cambridge, England ; Philadelphia, Pennsylvania ; New Delhi, India : Woodhead Publishing, 2011.
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. It further applies system theory in order to develop a modular framework to be implemented on computer for the development of simple intelligent analyzers. Short reviews on the history of state estimation and chemometrics are given, together with examples of the applications described, including classical estimation, state estimation, non-linear estimation, the multi-component, calibration and titration systems and the Kalman filter. The contents are very systematic and build the ideas up logically to appeal to specialist post-graduates working in this area, together with professionals in other areas of chemistry and engineering. Blends together state estimation and chemometrics for the application of advanced data-processing techniquesProvides short reviews on the history of state estimation and chemometrics, together with examples of the applications described.
Physical Description:1 online resource (133 pages) : illustrations
Bibliography:Includes bibliographical references and index.
ISBN:9780857099372
085709937X