Name: Optimal Observation for Cyber-Physical Systems: A Fisher-Information-Matrix-Based Approach (en Inglés)
Price: 324.26 PEN
Availability: InStock
Author: Song, Zhen ; Chen, Yangquan ; Sastry, Chellury R.
ISBN: 9781447156956

portada Optimal Observation for Cyber-Physical Systems: A Fisher-Information-Matrix-Based Approach (en Inglés)

Optimal Observation for Cyber-Physical Systems: A Fisher-Information-Matrix-Based Approach (en Inglés)

Formato

Libro Físico

Autor

Editorial

Idioma

Inglés

N° páginas

171

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 1.0 cm

Peso

0.28 kg.

ISBN13

9781447156956

Categorías

Programación lineal
Matemáticas aplicadas
Robótica

Optimal Observation for Cyber-Physical Systems: A Fisher-Information-Matrix-Based Approach (en Inglés)

Yangquan Chen (Autor) · Zhen Song (Autor) · Chellury R. Sastry (Autor) · Springer · Tapa Blanda

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Reseña del libro "Optimal Observation for Cyber-Physical Systems: A Fisher-Information-Matrix-Based Approach (en Inglés)"

"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.