Event-Based State Estimation A Stochastic Perspective
tarafından
Shi, Dawei. author.
Başlık
:
Event-Based State Estimation A Stochastic Perspective
Yazar
:
Shi, Dawei. author.
ISBN
:
9783319266060
Yazar
:
Shi, Dawei. author.
Edisyon
:
1st ed. 2016.
Fiziksel Niteleme
:
XIII, 208 p. 37 illus., 32 illus. in color. online resource.
Seri
:
Studies in Systems, Decision and Control, 41
İçindekiler
:
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.
Özet
:
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 a basic knowledge of probability analysis, matrix algebra and linear systems. The introduction and literature review provide information, while the main content deals with estimation problems from four distinct angles in a stochastic setting, using numerous illustrative examples and comparisons. The text elucidates both theoretical developments and their applications, and is rounded out by a review of open problems. This book is a valuable resource for researchers and students who wish to expand their knowledge and work in the area of event-triggered systems. At the same time, engineers and practitioners in industrial process control will benefit from the event-triggering technique that reduces communication costs and improves energy efficiency in wireless automation applications. .
Konu Başlığı
:
Engineering.
System theory.
Probabilities.
Control engineering.
Power electronics.
Control.
Probability Theory and Stochastic Processes.
Power Electronics, Electrical Machines and Networks.
Systems Theory, Control.
Yazar Ek Girişi
:
Shi, Ling.
Chen, Tongwen.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 17074-1001 | TJ212 -225 | Springer E-Book Collection |