Blind Identification of Structured Dynamic Systems : A Deterministic Perspective
Yu, Chengpu, 1984-
Blind Identification of Structured Dynamic Systems : A Deterministic Perspective by Chengpu Yu, Lihua Xie, Michel Verhaegen, Jie Chen - 1st edition 2022 - 1 recurso en línea (XV, 267 páginas) 46 ilustraciones, 40 ilustraciones a color
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.
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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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.
9789811675744
10.1007/978-981-16-7574-4 doi
Análisis de sistemas
Álgebra lineal
QA402 / 2022 EB
Blind Identification of Structured Dynamic Systems : A Deterministic Perspective by Chengpu Yu, Lihua Xie, Michel Verhaegen, Jie Chen - 1st edition 2022 - 1 recurso en línea (XV, 267 páginas) 46 ilustraciones, 40 ilustraciones a color
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.
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.
9789811675744
10.1007/978-981-16-7574-4 doi
Análisis de sistemas
Álgebra lineal
QA402 / 2022 EB