Written for graduate students and professionals, this book takes readers step by step through a series of MATLAB exercises that show how to measure and model linear dynamic systems in the presence of nonlinear distortions from a practical point of view. Each exercise is followed by a short discussion illustrating lessons that can be learned. Topics include aspects of system identification, analysis of the standard deviation, and model selection using the Akaike information criterion (AIC).
Johan Schoukens, Vrije Universiteit Brussel
Rik Pintelon, Vrije Universiteit Brussel
Yves Rolain, Vrije Universiteit Brussel
Wiley-IEEE Press, 2012