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| 008 |
220104 ||| eng |
| 020 |
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|a 9789811675744
|
| 100 |
1 |
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|a Yu, Chengpu
|
| 245 |
0 |
0 |
|a Blind Identification of Structured Dynamic Systems
|h Elektronische Ressource
|b A Deterministic Perspective
|c by Chengpu Yu, Lihua Xie, Michel Verhaegen, Jie Chen
|
| 250 |
|
|
|a 1st ed. 2022
|
| 260 |
|
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|a Singapore
|b Springer Nature Singapore
|c 2022, 2022
|
| 300 |
|
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|a XV, 267 p. 46 illus., 40 illus. in color
|b online resource
|
| 505 |
0 |
|
|a 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
|
| 653 |
|
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|a Control and Systems Theory
|
| 653 |
|
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|a Computational Mathematics and Numerical Analysis
|
| 653 |
|
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|a Mathematics / Data processing
|
| 653 |
|
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|a Signal, Speech and Image Processing
|
| 653 |
|
|
|a Control engineering
|
| 653 |
|
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|a Signal processing
|
| 700 |
1 |
|
|a Xie, Lihua
|e [author]
|
| 700 |
1 |
|
|a Verhaegen, Michel
|e [author]
|
| 700 |
1 |
|
|a Chen, Jie
|e [author]
|
| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
|
| 989 |
|
|
|b Springer
|a Springer eBooks 2005-
|
| 028 |
5 |
0 |
|a 10.1007/978-981-16-7574-4
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-981-16-7574-4?nosfx=y
|x Verlag
|3 Volltext
|
| 082 |
0 |
|
|a 629.8312
|
| 082 |
0 |
|
|a 003
|
| 520 |
|
|
|a 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 lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort
|