Filtering Theory With Applications to Fault Detection, Isolation, and Estimation /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Saberi, Ali (Επιμελητής έκδοσης), Stoorvogel, Anton A. (Επιμελητής έκδοσης), Sannuti, Peddapullaiah (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Birkhäuser Boston, 2007.
• Σειρά: Systems & Control: Foundations & Applications
• Θέματα: Engineering.; System theory.; Applied mathematics.; Engineering mathematics.; Control engineering.; Electrical engineering.; Electronic circuits.; Control.; Systems Theory, Control.; Appl.Mathematics/Computational Methods of Engineering.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Circuits and Systems.

The focus of this book is on filtering for linear processes, and its primary goal is to design filters from a class of linear stable unbiased filters that yield an estimation error with the lowest root-mean-square (RMS) norm. Various hierarchical classes of filtering problems are defined based on th...

Πίνακας περιεχομένων:

• Preliminaries
• A special coordinate basis (SCB) of linear multivariable systems
• Algebraic Riccati equations and matrix inequalities
• Exact disturbance decoupling via state and full information feedback
• Almost disturbance decoupling via state and full information feedback
• Exact input-decoupling filters
• Almost input-decoupled filtering under white noise input
• Almost input-decoupled filtering without statistical assumptions on input
• Optimally (suboptimally) input-decoupling filtering under white noise input—H2 filtering
• Optimally (suboptimally) input-decoupled filtering without statistical information on the input-H? filtering
• Generalized H2 suboptimally input-decoupled filtering
• Generalized H? suboptimally input-decoupled filtering
• Fault detection, isolation, and estimation—exact or almost fault estimation
• Fault detection, isolation, and estimation—optimal fault estimation.