System Identification: An Introduction (Advanced Textbooks in Control and Signal Processing)
| Author | : | |
| Rating | : | 4.59 (605 Votes) |
| Asin | : | 0857295217 |
| Format Type | : | paperback |
| Number of Pages | : | 323 Pages |
| Publish Date | : | 2016-12-14 |
| Language | : | English |
DESCRIPTION:
for his work on set-membership identification and prediction of ill-defined systems, with application to a water quality system at the University of Twente in 1989. His main research interests focus on identification, modelling and control of uncertain dynamic systems with a biological component, as b
It aims to teach students the fundamentals of systems identification without unduly complicated mathematics.. Following an introduction on system theory, this book shows the reader how to approach the system identification problem in a systematic fashion
From the reviews:“The book presents a systematic overview of the fundamental problems and methods in the modern system identification theory. 1230, 2012). … Numerous examples … demonstrate the practical applicability of the presented methods. The material is divided into four parts covering data based non-parametric identification methods, time-invariant system identification, time-varying system identification and model validation problems. The book can be recommended for students and practitioners for self-study.” (Zygmunt Hasiewicz, Zentralblatt MATH, Vol. … Each chapter of the book is finished with references, historical notes and exercises to be solved
very good, but not in state space form Make sure to check what the book is for.This book uses input-output model, but NOT state-space model.I just skimmed the book briefly.This book seems to contain a lot of topics, and categorize them in a very systematic manner: time-invariant vs time-varying, static vs dynamic, linear vs nonlinearNote that this book is NOT about solving