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Data-Based Linear Systems and Control Theory

Data-Based Linear Systems and Control Theory

Paperback

General Mathematics

ISBN13: 9798289885807
Publisher: Independently Published
Published: Jun 30 2025
Pages: 394
Weight: 1.16
Height: 0.81 Width: 6.00 Depth: 9.00
Language: English
This book provides a comprehensive framework for data-driven modeling, system analysis and control design. The focus is on discrete-time linear systems and (noisy) time series data. Based on the concept of data informativity, a mathematical theory is developed that showcases conditions on the data required to solve a large variety of systems and control problems. In addition, concrete design methods are provided that highlight how controllers and models can be readily obtained from informative data.

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Camlibel, M. Kanat

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General Mathematics