Deterministic Learning Theory for Identification, Recognition, and Control: For Identiflcation, Recognition, and Conirol (Automation and Control Engineering Series, 32, Band 32) - Hardcover

Wang, Cong; Hill, David J.

Hardcover

ISBN 10: 0849375533 ISBN 13: 9780849375538

Verlag: CRC Press, 2009

Inhaltsangabe

Offering a new perspective, this book provides systematic design approaches for the identification, control, and recognition of nonlinear systems in uncertain environments. It introduces the concepts of deterministic learning theory and then discusses the persistent excitation property of RBF networks. The authors describe the theory of deterministic learning processes and address dynamical pattern recognition and pattern-based control processes. They present a new model of dynamical parallel distributed processing applicable to the detection and isolation of oscillation faults, ECG/EEG pattern recognition, robot learning and control, and security analysis and control of power systems.

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Über die Autorin bzw. den Autor

Cong Wang, David J. Hill

Details zur Ausgabe

• Verlag: CRC Press
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 0849375533
• ISBN 13: 9780849375538
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 216
• Herausgeber: Lewis Frank L.
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland