Authors:
- Presents a framework within which many problems can be solved without resort to a combination of different methods
- Gives the reader access to a co-ordinated body of theoretical and applied research on the increasingly well-studied subject of cyber-physical systems
- Includes supplementary material: sn.pub/extras
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Table of contents (5 chapters)
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Front Matter
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Back Matter
About this book
"Optimal Observation for Cyber-physical Systems" addresses the challenge, fundamental to the design of wireless sensor networks (WSNs), presented by the obligatory trade-off between precise estimates and system constraints. A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large class of optimal observation problems. The Fisher information matrix plays a key role in this framework and makes it feasible to provide analytical solutions to some complex and important questions which could not be answered in the past.
Readers with an applied background in WSN implementation will find all the understanding of the key theory of optimal experimental design they need within this book. The use of multiple examples to illustrate the theoretical parts of the book brings the subject into sharper focus than would an abstract theoretical disquisition.
Reviews
From the reviews:
“This book presents a Fisher information matrix approach to observation problems involving wireless sensor networks. The book is aimed at researchers and engineers interested in observation problems involving wireless networks.” (IEEE Control Systems Magazine, Vol. 30, October, 2010)
Authors and Affiliations
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Automation and Control Department, Siemens Corporate Research, Princeton, USA
Zhen Song, YangQuan Chen, Nazif Cihan Tas
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Department of Electrical and Computer Engineering, Utah State University, Logan, USA
Chellury Ram Sastry
Bibliographic Information
Book Title: Optimal Observation for Cyber-physical Systems
Book Subtitle: A Fisher-information-matrix-based Approach
Authors: Zhen Song, YangQuan Chen, Chellury Ram Sastry, Nazif Cihan Tas
DOI: https://doi.org/10.1007/978-1-84882-656-4
Publisher: Springer London
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag London 2009
Hardcover ISBN: 978-1-84882-655-7Published: 07 August 2009
Softcover ISBN: 978-1-4471-5695-6Published: 29 November 2014
eBook ISBN: 978-1-84882-656-4Published: 30 June 2009
Edition Number: 1
Number of Pages: XVIII, 171
Topics: Control and Systems Theory, Communications Engineering, Networks, Calculus of Variations and Optimal Control; Optimization, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Industrial Pollution Prevention, Systems Theory, Control