System Identification
This book is a description of the theory, methodology and practice of System Identification - the science of building mathematical models of dynamic systems by observing input/output data.
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Computer program packages are also discussed. This compilation of tutorial papers aims to introduce the newcomers and non-specialists in this field to some of the basic methods and procedures used for system identification.
The first edition of System Identification has been the field's most widely cited reference for over a decade. This new edition will be the new text of choice for anyone concerned with system identification theory and practice.
This book presents a general approach to this problem, with both practical examples and theoretical discussions that give the reader a sound understanding of the subject and of the pitfalls that might occur on the road from raw data to ...
System identification is a general term used to describe mathematical tools and algorithms that build dynamical models from measured data.