Overview
- 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
Keywords
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
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