Nonparametric identification of nonlinear dynamic systems

• मुख्य लेखक: Kenderi, Gábor (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: KIT Scientific Publishing 2018
• श्रृंखला: Schriftenreihe des Instituts für Technische Mechanik, Karlsruher Institut für Technologie
• विषय: Technology: general issues; nichtlineare dynamische System; Kalman Filter; nonlinear dynamic system; nonparametric identification; nichtparametrische Identifikation
• ऑनलाइन पहुंच: DOAB: download the publication; DOAB: description of the publication

A nonparametric identification method for highly nonlinear systems is presented that is able to reconstruct the underlying nonlinearities without a priori knowledge of the describing nonlinear functions. The approach is based on nonlinear Kalman Filter algorithms using the well-known state augmentat...