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 Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2022, 2022
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| Edition: | 1st ed. 2022 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
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