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Subspace Methods for System Identification

System identification provides methods for the sensible approximation of real systems using a model set based on experimental input and output data. Tohru Katayama sets out an in-depth introduction to subspace methods for system identification in discrete-time linear systems thoroughly augmented wit...

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书目详细资料
主要作者: Katayama, Tohru. (Author, http://id.loc.gov/vocabulary/relators/aut)
企业作者: SpringerLink (Online service)
格式: 电子 电子书
语言:English
出版: London : Springer London : Imprint: Springer, 2005.
版:1st ed. 2005.
丛编:Communications and Control Engineering,
主题:
Electrical engineering.
Control engineering.
System theory.
Signal processing.
Image processing.
Speech processing systems.
Chemical engineering.
Communications Engineering, Networks.
Control and Systems Theory.
Systems Theory, Control.
Signal, Image and Speech Processing.
Industrial Chemistry/Chemical Engineering.
在线阅读:https://doi.org/10.1007/1-84628-158-X
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书本目录:
  • Preliminaries
  • Linear Algebra and Preliminaries
  • Discrete-Time Linear Systems
  • Stochastic Processes
  • Kalman Filter
  • Realization Theory
  • Realization of Deterministic Systems
  • Stochastic Realization Theory (1)
  • Stochastic Realization Theory (2)
  • Subspace Identification
  • Subspace Identification (1) — ORT
  • Subspace Identification (2) — CCA
  • Identification of Closed-loop System.

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