Authors:
- The first book to discuss multi-sensor fusion estimation for sensor networks
- with communication constraints
- Provide a novel dimension reduction method for energy-efficient fusion
- Provide a novel multi-rate method for energy-efficient fusion estimation
- Provide a novel fusion estimation method for sensor networks with delays and packet losses
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Table of contents (9 chapters)
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Front Matter
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Back Matter
About this book
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.
Authors and Affiliations
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Department of Automation, Zhejiang University of Technology, Hangzhou, China
Wen-An Zhang, Bo Chen
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Zhejiang Uni. of Finance & Economics, Hangzhou, China
Haiyu Song
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Zhejiang University of Technology, Hangzhou, China
Li Yu
Bibliographic Information
Book Title: Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Authors: Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
DOI: https://doi.org/10.1007/978-981-10-0795-8
Publisher: Springer Singapore
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Science Press, Beijing and Springer Science+Business Media Singapore 2016
Hardcover ISBN: 978-981-10-0793-4Published: 06 June 2016
Softcover ISBN: 978-981-10-9254-1Published: 09 September 2018
eBook ISBN: 978-981-10-0795-8Published: 27 May 2016
Edition Number: 1
Number of Pages: XII, 210
Number of Illustrations: 58 b/w illustrations, 38 illustrations in colour
Additional Information: Jointly published with Science Press, Beijing, China
Topics: Control and Systems Theory, Signal, Image and Speech Processing, Communications Engineering, Networks, Computer Communication Networks