Distributed Fusion Estimation for Sensor Networks with Communication Constraints

This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and r...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Zhang, Wen-An (Autor), Chen, Bo (Autor), Song, Haiyu (Autor), Yu, Li (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Control engineering.
Signal processing.
Telecommunication.
Computer networks .
Control and Systems Theory.
Signal, Speech and Image Processing .
Communications Engineering, Networks.
Computer Communication Networks.
Acceso en línea:Texto Completo

MARC

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100 1 |a Zhang, Wen-An.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Distributed Fusion Estimation for Sensor Networks with Communication Constraints  |h [electronic resource] /  |c by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu. 
250 |a 1st ed. 2016. 
264 1 |a Singapore :  |b Springer Nature Singapore :  |b Imprint: Springer,  |c 2016. 
300 |a XII, 210 p. 96 illus., 38 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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505 0 |a Introduction -- Multi-Rate Kalman Fusion Estimation for WSNs -- Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates -- H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates -- Fusion Estimation for WSNs Using Dimension Reduction Method -- H1 Fusion Estimation for WSNs with Quantization -- Hierarchical Asynchronous Fusion Estimation for WSNs -- Fusion Estimation for WSNs with Delayed Measurements -- Fusion Estimation for WSNs with Delays and Packet Losses. 
520 |a This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications. 
650 0 |a Control engineering. 
650 0 |a Signal processing. 
650 0 |a Telecommunication. 
650 0 |a Computer networks . 
650 1 4 |a Control and Systems Theory. 
650 2 4 |a Signal, Speech and Image Processing . 
650 2 4 |a Communications Engineering, Networks. 
650 2 4 |a Computer Communication Networks. 
700 1 |a Chen, Bo.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Song, Haiyu.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Yu, Li.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9789811007934 
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912 |a ZDB-2-ENG 
912 |a ZDB-2-SXE 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712) 

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