Learn the fundamental principles and advanced techniques of System Identification through a comprehensive Chinese language course covering essential topics from basic concepts to practical applications. Progress through nine chapters exploring identification models, identification signals, classical identification methods, least squares identification techniques, maximum likelihood identification methods, model structure identification, and closed-loop system identification. Engage with academic presentations and demonstrate mastery through final assessments while developing a thorough understanding of system identification theory and methodology.
Overview
Syllabus
- 第一章 引言
- 第二章 系统辨识的基本概念
- 第三章 辨识模型与辨识信号
- 第四章 经典辨识法
- 第五章 最小二乘类辨识方法
- 第六章 极大似然辨识方法
- 第七章 模型结构辨识
- 第八章 闭环系统辨识
- 第九章 学生学术报告
- 期末测试
Taught by
Liu Cuiling and Zhiyao Zhao