Linear Systems Identification: Basic Concepts - Softcover

MJAHED, Mostafa

Softcover

ISBN 10: 620765384X ISBN 13: 9786207653843

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Mostafa MJAHED is a full Professor at the Royal Aeronautics School in Marrakech, where he teaches courses in Control Systems and Artificial Intelligence. He has supervised several PhD theses and authored around a hundred papers in the field of conventional and intelligent flight control design. He published in specialized scientific journals.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 620765384X
• ISBN 13: 9786207653843
• Einband: Taschenbuch
• Anzahl der Seiten: 60
• Kontakt zum Hersteller: Editions Vie; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland