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Um ein Selbststudium zu ermöglichen, sind ausführliche Erklärungen, Wiederholungen, Beispiele und Übungsaufgaben notwendig. Der umfangreiche Stoff wurde daher auf vier Bände aufgeteilt und diese sind so aufgebaut, dass eine lückenlose Erarbeitung des Stoffs einer zweisemestrigen Vorlesung mit je sechs Semesterwochenstunden möglich ist. An einigen Stellen wird über die Grundlagen hinaus gegangen und ein Einstieg in die Theoretische Elektrotechnik gebildet. Hier kann der Leser je nach Lust und Laune vertiefen oder überspringen, ohne im folgenden Stoff auf Verständnislücken zu...

The goal of this book is to provide engineers and scientIsts in academia and industry with a thorough understanding of the underlying principles of nonlinear system identification. The reader will be able to apply the discussed models and methods to real problems with the necessary confidence and the awareness of potential difficulties that may arise in practice. This book is self-contained in the sense that it requires merely basic knowledge of matrix algebra, signals and systems, and statistics. Therefore, it also serves as an introduction to linear system identification and gives a...

The goal of this book is to provide engineers and scientIsts in academia and industry with a thorough understanding of the underlying principles of nonlinear system identification. The reader will be able to apply the discussed models and methods to real problems with the necessary confidence and the awareness of potential difficulties that may arise in practice. This book is self-contained in the sense that it requires merely basic knowledge of matrix algebra, signals and systems, and statistics. Therefore, it also serves as an introduction to linear system identification and gives a...

This book provides engineers and scientists in academia and industry with a thorough understanding of the underlying principles of nonlinear system identification. It equips them to apply the models and methods discussed to real problems with confidence, while also making them aware of potential difficulties that may arise in practice. Moreover, the book is self-contained, requiring only a basic grasp of matrix algebra, signals and systems, and statistics. Accordingly, it can also serve as an introduction to linear system identification, and provides a practical overview of the major...