Partial Moments in System Identification : Lecture Notes in Control and Information Sciences - Régis Ouvrard

Partial Moments in System Identification

By: Régis Ouvrard, Thierry Poinot, Jean-Claude Trigeassou

Hardcover | 7 October 2024

At a Glance

Hardcover


$233.71

or 4 interest-free payments of $58.43 with

 or 

Aims to ship in 7 to 10 business days

This book provides a complete round-up of developments concerned with the application of partial moments in system identification and data-driven modelling; it captures the essence of work carried out at the Laboratoire d'Informatique et d'Automatique pour les Syst¨mes for more than 40 years.



 



The book begins with introductory material, describing both the mathematical tools associated with partial moments and reinitialized partial moments and an example demonstrating their use. The authors then proceed to show how these tools can be used for the identification of continuous-time linear models, discrete-time linear models, continuous-time linear state-space models, linear parameter-varying models and multidimensional models based on partial differential equations. The properties and performances of each of these approaches are presented. The analogy with algebraic approaches is proved, thus opening perspectives for extension to other fields. The text removes some long-standing limitations on the implementation of partial-moment-based tools in system identification.



 



This book is of interest to researchers and postgraduates studying system identification, control theory, applied mathematics and computer science. It is also useful for engineers working on industrial applications of the parametric estimation of mathematical models.



 



 



 

More in Cybernetics & Systems Theory

Thinking in Systems : A Primer - Donella Meadows

RRP $43.75

$32.90

25%
OFF
Systems Analysis and Design : 8th Edition - Alan Dennis

RRP $263.95

$220.75

16%
OFF
The Ambassador : A gripping international thriller - Tom Fletcher
Rigor for Students with Special Needs : 2nd edition - Barbara R. Blackburn
Political Ideas of Enlightenment Women : Virtue and Citizenship - Lisa Curtis-Wendlandt
Internet of Things : A Case Study in Africa - Fadele Ayotunde Alaba
Interdependence : Biology and Beyond - Kriti Sharma

RRP $48.95

$46.50

Measurement and Evaluation in Human Performance - James R. Morrow

RRP $226.25

$143.75

36%
OFF
The Watchman's Rattle : Thinking our Way out of Extinction - Rebecca D Costa