Linear Systems Identification: Basic Concepts - Softcover

MJAHED, Mostafa

 
9786207653843: Linear Systems Identification: Basic Concepts
Softcover
ISBN 10: 620765384X ISBN 13: 9786207653843
Publisher: LAP LAMBERT Academic Publishing, 2024

Synopsis

Identification, presented in this document, is a tool for modeling systems when our knowledge is limited to the evolution of an output parameter as a function of an input parameter. We introduce two groups of methods: analog methods and numerical methods. After an introductory chapter, the second chapter is dedicated to the identification of continuous systems. Our knowledge of the characteristics of first and second-order systems, as well as the concept of dominant pole, will be utilized to develop identification models for systems governed by the evolution of an output as a function of an input. Other methods (Strèjc, Broida, etc.) will also be developed and applied.In the third chapter, as a numerical approach to identification, the least squares method proves to be very promising. The principle of this method, its formalism, and applications will be presented.At the end of this document (Chapter four), an implementation of the various methods will be provided to deepen the introduced concepts.

"synopsis" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2024
Language
English
ISBN 10 
620765384X
ISBN 13 
9786207653843
Binding
Paperback
Number of pages
60