Event-Based State Estimation A Stochastic Perspective /

• Κύριοι συγγραφείς: Shi, Dawei (Συγγραφέας), Shi, Ling (Συγγραφέας), Chen, Tongwen (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Studies in Systems, Decision and Control, 41
• Θέματα: Engineering.; System theory.; Probabilities.; Control engineering.; Power electronics.; Control.; Probability Theory and Stochastic Processes.; Power Electronics, Electrical Machines and Networks.; Systems Theory, Control.

This book explores event-based estimation problems. It shows how several stochastic approaches are developed to maintain estimation performance when sensors perform their updates at slower rates only when needed. The self-contained presentation makes this book suitable for readers with no more than...

Πίνακας περιεχομένων:

• Introduction
• Linear Gaussian Systems and Event-Based State Estimation
• Event-Triggered Sampling
• Approximate Optimal Filtering Approaches
• Constrained Optimization Approach
• Set-Valued Filtering Approach
• Probabilistic Approach
• Communications Rate Analysis
• Open Problems
• Appendices: Brief Review of Probability Theory; Linear Estimation Theory.