Nonlinear Modeling

1.1 INTRODUCTION A main problem in system identification is to find a good model structure. Going from linear to nonlinear system identification also makes this problem much harder since the set of nonlinear models is much richer than ...

Nonlinear Modeling

Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear systems; Nonlinear identification based on fuzzy models; Statistical learning in control and matrix theory; Nonlinear time-series analysis. It also contains the results of the K.U. Leuven time series prediction competition, held within the framework of an international workshop at the K.U. Leuven, Belgium in July 1998.

More Books:

Nonlinear Modeling
Language: en
Pages: 256
Authors: Johan A.K. Suykens, Joos P.L. Vandewalle
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear
Nonlinear Modeling
Language: en
Pages: 256
Authors: Johan A.K. Suykens, Joos P.L. Vandewalle
Categories: Technology & Engineering
Type: BOOK - Published: 2012-11-05 - Publisher: Springer

Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear
Nonlinear Modeling and Applications, Volume 2
Language: en
Pages: 188
Authors: Tom Proulx
Categories: Technology & Engineering
Type: BOOK - Published: 2011-05-20 - Publisher: Springer Science & Business Media

This the second volume of five from the 28th IMAC on Structural Dynamics and Renewable Energy, 2010, bringing together 17 chapters on Applications of Non-Linear Dynamics. It presents early findings from experimental and computational investigations on Non-Linear Dynamics including studies on Dynamics of a System of Coupled Oscillators with Geometrically
Nonlinear Modeling Analysis and Predistortion Algorithm Research of Radio Frequency Power Amplifiers
Language: en
Pages: 378
Authors: Jingchang Nan, Mingming Gao
Categories: Technology & Engineering
Type: BOOK - Published: 2021-07-29 - Publisher: CRC Press

This book is a summary of a series of achievements made by the authors and colleagues in the areas of radio frequency power amplifier modeling (including neural Volterra series modeling, neural network modeling, X-parameter modeling), nonlinear analysis methods, and power amplifier predistortion technology over the past 10 years. The book
Nonlinear Modeling of Economic and Financial Time-Series
Language: en
Pages: 211
Authors: Fredj Jawadi, William A. Barnett
Categories: Business & Economics
Type: BOOK - Published: 2010-12-17 - Publisher: Emerald Group Publishing

Presents researches in linear and nonlinear modelling of economic and financial time-series. This book provides a comprehensive understanding of financial and economic dynamics in various aspects using modern financial econometric methods. It also presents and discusses research findings and their implications.