Blind identification of structured dynamic systems a deterministic perspective /
This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a l...
| Main Author: | Yu, Chengpu, 1984- |
|---|---|
| Other Authors: | Xie, Lihua,, Verhaegen, M., Chen, Jie,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Singapore : [China] :
Springer ; Science Press,
[2022]
|
| Physical Description: |
1 online resource : illustrations (chiefly color) |
| Subjects: |
Table of Contents:
- Introduction
- Linear Algebra and Polynomial Matrices
- Representation of Linear System Models
- Identification of LTI Systems
- Blind Identification of SIMO FIR Systems
- Blind Identification of SISO IIR Systems via Oversampling
- Distributed Blind Identification of Networked FIR Systems
- Blind Identification of MIMO Systems
- Blind Identification of Structured State-Space Models
- Blind Local Identification of Large-Scale Networked Systems
- Conclusions.