Nonlinear System Identification - Input-Output Modeling Approach : Volume 1: Nonlinear System Parameter Identification Volume 2: Nonlinear System Structure ... Modelling: Theory and Applications)

nonlinear system identification - input-output modeling approach : volume 1: nonlinear system parameter identification volume 2: nonlinear system structure ... modelling: theory and applications)

Nonlinear System Identification - Input-Output Modeling Approach : Volume 1: Nonlinear System Parameter Identification Volume 2: Nonlinear System Structure ... Modelling: Theory and Applications)

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Book Description
This two-volume handbook presents a comprehensive overview of nonlinear dynamic system identification. The books include many aspects of nonlinear processes: modelling, parameter estimation, structure search, nonlinearity and model validity tests. The book includes not only nonparametric models but also parametric models which include a limited number of parameters. Time domain parameter estimation is dealt with in detail; frequency domain and power spectrum procedures are also included. Audience: This work is intended for postgraduate students, researchers and engineers whose work involves nonlinear systems. Many examples, case studies and experimental identifications of real processes have been included.

Nonlinear System Identification - Input-Output Modeling Approach: Volume 1: Nonlinear System Parameter Identification Volume 2: Nonlinear System Structure ... Modelling: Theory and Applications),Robert Haber,L. Keviczky,Springer,0792358589,Applied,Engineering - General,Mathematics,Nonlinear theories,Probability & Statistics - General,Science/Mathematics,System analysis,System identification,Cybernetics & systems theory,Mathematics / Applied,Mathematics for scientists & engineers,Non-linear science

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