System Identification Fundamentals

Author: Li Pengbo
Publisher:
Publish Date: 2006-10-01
Features: New Century Series Course Reform Textbook for Electronic Information and Automation. Planned by renowned experts, edited by leading educators, a crystallization of teaching reform, and a premium textbook. System identification is a theory and method for determining the mathematical model of a system. It, along with state estimation and control theory, constitutes three interpenetrating fields of modern control theory. This book systematically introduces the fundamental principles, methods, and applications of system identification and parameter estimation. The book is divided into 10 chapters, including: Introduction, Identification of Transfer Functions, Input Signals for Identification, Correlation Identification Methods, Least Squares Identification, Maximum Likelihood Methods and Other Identification Algorithms, Identification of System Order, Closed-Loop System Identification, etc. The book contains numerous engineering practical examples, MATLAB examples, examples, and exercises.