Titlebook: Blind Identification of Structured Dynamic Systems; A Deterministic Pers Chengpu Yu,Lihua Xie,Jie Chen Book 2022 Science Press 2022 blind s

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輕而薄

Book 2022ealing 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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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

hardheaded

https://doi.org/10.1007/3-540-29252-7In order to make this book self contained, the subspace related preliminaries of linear algebra (Strang, 2019), (Golub & Van Loan, 2012) and polynomial matrices (Kailath, 1980) are briefly introduced in this chapter, which are fundamental to the blind system identification studied in this book.

justify

https://doi.org/10.1007/978-3-662-08365-9To study the blind system identification with unknown inputs, it is essential to know the basic identification approaches in the system identification community. This chapter introduces three different methods for the identification of multi-variable system models using input and output data.

INCH

https://doi.org/10.1007/978-3-662-12263-1The blind identification of single-input-multiple-output (SIMO) systems has well established theoretical results, which can be elegantly interpreted from algebraic and geometrical perspectives.

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Linear Algebra and Polynomial MatricesIn order to make this book self contained, the subspace related preliminaries of linear algebra (Strang, 2019), (Golub & Van Loan, 2012) and polynomial matrices (Kailath, 1980) are briefly introduced in this chapter, which are fundamental to the blind system identification studied in this book.