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Optimal Observation for Cyber-physical Systems A Fisher-information-matrix-based Approach /
Cyber-physical systems (CPS) embody the interaction between a computing system and a physical process, being distinguished from traditional embedded systems by being designed as networks of interacting elements rather than as isolated devices. The wireless sensor networks (WSNs) which are the focus...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2009.
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| Edición: | 1st ed. 2009. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 100 | 1 | |a Song, Zhen. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Optimal Observation for Cyber-physical Systems |h [electronic resource] : |b A Fisher-information-matrix-based Approach / |c by Zhen Song, YangQuan Chen, Chellury R. Sastry, Nazif C. Tas. |
| 250 | |a 1st ed. 2009. | ||
| 264 | 1 | |a London : |b Springer London : |b Imprint: Springer, |c 2009. | |
| 300 | |a XVIII, 171 p. |b online resource. | ||
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| 505 | 0 | |a Mobile Sensor Trajectory Optimization -- Sensor Selection Methods for Cyber-physical Systems -- Design of Localization Systems for Wireless Sensor Networks -- Conclusions and Future Work. | |
| 520 | |a Cyber-physical systems (CPS) embody the interaction between a computing system and a physical process, being distinguished from traditional embedded systems by being designed as networks of interacting elements rather than as isolated devices. The wireless sensor networks (WSNs) which are the focus of the research presented here are examples of the application of CPS in monitoring some physical quantities of the environment and relaying the processed information to a central hub. Optimal Observation for Cyber-physical Systems addresses the challenge, fundamental to the design of 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. A set of MATLAB® files are also provided for the use of the reader (via download from www.springer.com/978-1-84882-655-7), to simulate the experiments that are described in the book. Optimal Observation for Cyber-physical Systems will be of interest to academic researchers in WSNs and to readers with an applied background in WSN implementation who will find most of the theoretical understanding of the key theory of optimal experimental design they need within this book. The use of multiple real-world examples to illustrate the theoretical parts of the book brings the subject into sharper focus than would an abstract theoretical disquisition. Researchers interested in convex optimization and in environmental monitoring and the estimation of diffusive pollution will also find the text of service. | ||
| 650 | 0 | |a Control engineering. | |
| 650 | 0 | |a Telecommunication. | |
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Calculus of variations. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Pollution. | |
| 650 | 0 | |a System theory. | |
| 650 | 0 | |a Control theory. | |
| 650 | 1 | 4 | |a Control and Systems Theory. |
| 650 | 2 | 4 | |a Communications Engineering, Networks. |
| 650 | 2 | 4 | |a Calculus of Variations and Optimization. |
| 650 | 2 | 4 | |a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
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| 700 | 1 | |a Sastry, Chellury R. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Tas, Nazif C. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
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