Identification of Nonlinear Systems Using Neural Networks and Polynomial Models A Block-Oriented Approach /

• Κύριος συγγραφέας: Janczak, Andrzej (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Lecture Notes in Control and Information Science, 310
• Θέματα: Engineering.; System theory.; Statistical physics.; Dynamical systems.; Vibration.; Dynamics.; Control engineering.; Robotics.; Mechatronics.; Control, Robotics, Mechatronics.; Vibration, Dynamical Systems, Control.; Systems Theory, Control.; Statistical Physics, Dynamical Systems and Complexity.

This monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known approaches to the identification of Wiener and Hammerstein systems which are applicable to both neural network and polynomial models. The book gi...

Πίνακας περιεχομένων:

• Introduction
• Neural network Wiener models
• Neural network Hammerstein models
• Polynomial Wiener models
• Polynomial Hammerstein models
• Applications.