TY - BOOK
T1 - Blind Identification of Structured Dynamic Systems
T2 - A Deterministic Perspective
AU - Yu, Chengpu
AU - Xie, Lihua
AU - Verhaegen, Michel
AU - Chen, Jie
N1 - Publisher Copyright:
© Science Press 2022. All rights reserved.
PY - 2021/11/22
Y1 - 2021/11/22
N2 - 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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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.
AB - 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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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.
KW - Blind subspace identification
KW - Blind system identification
KW - Deterministic blind identification
KW - Difference-of-convex programming
KW - Structured state-space models
UR - http://www.scopus.com/inward/record.url?scp=85152102068&partnerID=8YFLogxK
U2 - 10.1007/978-981-16-7574-4
DO - 10.1007/978-981-16-7574-4
M3 - Book
AN - SCOPUS:85152102068
SN - 9789811675737
BT - Blind Identification of Structured Dynamic Systems
PB - Springer Nature
ER -