Event-Based State Estimation: Studies in Systems, Decision and Control, cartea 41
Autor Dawei Shi, Ling Shi, Tongwen Chenen Limba Engleză Hardback – dec 2015
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.
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Specificații
ISBN-13: 9783319266046
ISBN-10: 3319266047
Pagini: 224
Ilustrații: XIII, 208 p. 37 illus., 32 illus. in color.
Dimensiuni: 160 x 241 x 18 mm
Greutate: 0.45 kg
Ediția:1st edition 2016
Editura: Springer
Colecția Studies in Systems, Decision and Control
Seria Studies in Systems, Decision and Control
Locul publicării:Cham, Switzerland
ISBN-10: 3319266047
Pagini: 224
Ilustrații: XIII, 208 p. 37 illus., 32 illus. in color.
Dimensiuni: 160 x 241 x 18 mm
Greutate: 0.45 kg
Ediția:1st edition 2016
Editura: Springer
Colecția Studies in Systems, Decision and Control
Seria Studies in Systems, Decision and Control
Locul publicării:Cham, Switzerland
Public țintă
ResearchCuprins
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.
Recenzii
“This book addresses essentially the engineers (or researchers and students interested in the area of event-trigged systems). The subject turns around event-based estimation problems in a stochastic setting. This document is self-contained and it is readable with just a basic knowledge of probability theory, Kalman filtering theory, and linear algebra. … This book is clear and well written. The results presented are proven, and each chapter contains notes and references.” (Bénédicte Puig, zbMATH 1331.62010, 2016)
Notă biografică
Dawei Shi received the B.Eng. degree in electrical engineering and its automation from the Beijing Institute of Technology, Beijing, China, in 2008, and the Ph.D. degree in control systems from the University of Alberta, Edmonton, AB, Canada, in 2014. In December 2014, he was appointed as Associate Professor at the School of Automation, Beijing Institute of Technology. From February 2017 to July 2018, he was with the Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, as Postdoctoral Fellow in bioengineering. Since July 2018, he has been with the School of Automation, Beijing Institute of Technology, as a Professor. His research focuses on analysis and synthesis of complex sampled-data control systems with applications to biomedical engineering, robotics, and motion systems. Dr. Shi serves as a Technical Editor/Associate Editor for IEEE/ASME Transactions on Mechatronics, IET Control Theory & Applications, and IET Cyber-Systems & Robotics. He served as Associate Editor for IFAC World Congress and is a member of the IEEE Control Systems Society Conference Editorial Board. Yuan Huang was born in Heilongjiang, China, in 1992. He received the B.Eng. degree in process automation from the School of Chemical Engineering and Environment, Beijing Institute of Technology, Beijing, China, in 2014. He is currently working toward the Ph.D. degree in automation with the Beijing Institute of Technology. His research interests include event-triggered control, nonlinear control, and networked system control.
Junzheng Wang was born in Shaanxi, China, in 1964. He received the Ph.D. degree in control science and engineering from the Beijing Institute of Technology, Beijing, China, in 1994. He is Deputy Director with the Key Laboratory of Intelligent Control and Decision of Complex Systems, Beijing Institute of Technology, where he is Professor and Ph.D. Supervisor. His current research interests include motion control, static and dynamic performance testing of electric and electric hydraulic servo system, and dynamic target detection and tracking based on image technology. Prof. Wang is a senior member of the Chinese Mechanical Engineering Society and the Chinese Society for Measurement. He received the Second Prize of the National Scientific and Technological Progress (Ranked 1st) in 2011.
Ling Shi received the B.S. degree in electrical and electronic engineering from Hong Kong University of Science and Technology, Kowloon, Hong Kong, in 2002, and the Ph.D. degree in Control and Dynamical Systems from California Institute of Technology, Pasadena, CA, USA, in 2008. He is currently Associate Professor at the Department of Electronic and Computer Engineering and Associate Director of the Robotics Institute, both at the Hong Kong University of Science and Technology. His research interests include cyber-physical systems security, networked control systems, sensor scheduling, event-based state estimation, and exoskeleton robots. He is a senior member of IEEE. Dr. Shi served as an editorial board member for the European Control Conference 2013-2016. He was Subject Editor for International Journal of Robust and Nonlinear Control (2015-2017). He has been serving as Associate Editor for IEEE Transactions on Control of Network Systems from July 2016 and Associate Editor for IEEE Control Systems Letters from February 2017. He also served as Associate Editor for a special issue on Secure Control of Cyber Physical Systems in the IEEE Transactions on Control of Network Systems in 2015-2017. He served as General Chair of the 23rd International Symposium on Mathematical Theory of Networks and Systems (MTNS 2018).
Textul de pe ultima copertă
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 willbenefit from the event-triggering technique that reduces communication costs and improves energy efficiency in wireless automation applications.
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 willbenefit from the event-triggering technique that reduces communication costs and improves energy efficiency in wireless automation applications.
Caracteristici
Treats both theoretical and practical aspects of event-triggered sampling and data scheduling Provides know-how that can improve process energy efficiency and reduce communications costs Uses extensive illustrative examples to help readers master new techniques Offers a self-contained presentation, from a contextualized literature review to a discussion of open problems Includes supplementary material: sn.pub/extras