Chengpu Yu,
Lihua Xie,
Michel Verhaegen,
Jie Chen
e.a.
Springer Nature Singapore
e druk, 2022
9789811675768
Blind Identification of Structured Dynamic Systems
A Deterministic Perspective
Specificaties
Paperback, blz.
|
Engels
Springer Nature Singapore |
e druk, 2022
ISBN13: 9789811675768
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Samenvatting
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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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.
Specificaties
ISBN13:9789811675768
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore
Inhoudsopgave
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.<div><br></div>
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