| 书目名称 | Subspace Methods for System Identification |
| 编辑 | Tohru Katayama |
| 视频video | |
| 概述 | The introductory material combined with novel research results and proofs will make this an all-in-one reference of subspace identification methods for control and signal processing researchers.Develo |
| 丛书名称 | Communications and Control Engineering |
| 图书封面 |  |
| 描述 | .An in-depth introduction to subspace methods for system identification in discrete-time linear systems thoroughly augmented with advanced and novel results, this text is structured into three parts...Part I deals with the mathematical preliminaries: numerical linear algebra; system theory; stochastic processes; and Kalman filtering. Part II explains realization theory as applied to subspace identification. Stochastic realization results based on spectral factorization and Riccati equations, and on canonical correlation analysis for stationary processes are included. Part III demonstrates the closed-loop application of subspace identification methods...Subspace Methods for System Identification. is an excellent reference for researchers and a useful text for tutors and graduate students involved in control and signal processing courses. It can be used for self-study and will be of interest to applied scientists or engineers wishing to use advanced methods in modeling and identification of complex systems.. |
| 出版日期 | Book 2005 |
| 关键词 | Control; Control Engineering; Control Systems; Control Theory; Filter; Kalman Filtering; Kalman filter; Lin |
| 版次 | 1 |
| doi | https://doi.org/10.1007/1-84628-158-X |
| isbn_softcover | 978-1-84996-988-8 |
| isbn_ebook | 978-1-84628-158-7Series ISSN 0178-5354 Series E-ISSN 2197-7119 |
| issn_series | 0178-5354 |
| copyright | Springer-Verlag London 2005 |
发表于 2025-3-21 18:41:41
