Distributed Fusion Estimation for Sensor Networks with Communication Constraints

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zhang, Wen-An (Συγγραφέας), Chen, Bo (Συγγραφέας), Song, Haiyu (Συγγραφέας), Yu, Li (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
Θέματα:
Engineering.
Computer communication systems.
Control engineering.
Electrical engineering.
Control.
Signal, Image and Speech Processing.
Communications Engineering, Networks.
Computer Communication Networks.
Διαθέσιμο Online:Full Text via HEAL-Link
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020 |a 9789811007958  |9 978-981-10-0795-8 
024 7 |a 10.1007/978-981-10-0795-8  |2 doi 
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100 1 |a Zhang, Wen-An.  |e author. 
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. 
264 1 |a Singapore :  |b Springer 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 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
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 Engineering. 
650 0 |a Computer communication systems. 
650 0 |a Control engineering. 
650 0 |a Electrical engineering. 
650 1 4 |a Engineering. 
650 2 4 |a Control. 
650 2 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Communications Engineering, Networks. 
650 2 4 |a Computer Communication Networks. 
700 1 |a Chen, Bo.  |e author. 
700 1 |a Song, Haiyu.  |e author. 
700 1 |a Yu, Li.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9789811007934 
856 4 0 |u http://dx.doi.org/10.1007/978-981-10-0795-8  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647) 

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