Optimal Observation for Cyber-physical Systems: A Fisher-information-matrix-based Approach

Song, Zhen, Chen, YangQuan, Sastry, Chellury R., Tas, Nazif

ISBN 10: 1447156951 / ISBN 13: 9781447156956

Verlag: Springer, 2014

Beschreibung

Like New.

Bestandsnummer des Verkäufers ERICA77314471569516

Bibliografische Details

• Titel: Optimal Observation for Cyber-physical Systems: A Fisher-information-matrix-based Approach
• Verlag: Springer
• Erscheinungsjahr: 2014
• Sprache: Englisch
• ISBN-10: 1447156951
• ISBN-13: 9781447156956
• Einband: Paperback
• Zustand: Like New
• Buchtyp: book

Über diesen Titel

Inhaltsangabe

"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.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.