Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Published on 9. September 2018
Book
Paperback/Softback
XII, 210 pages
978-981-10-9254-1 (ISBN)
Description
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.
More details
Edition
Softcover reprint of the original 1st ed. 2016
Language
English
Place of publication
Singapore
Singapore
Target group
Professional and scholarly
Illustrations
38 farbige Abbildungen, 58 s/w Abbildungen
XII, 210 p. 96 illus., 38 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 12 mm
Weight
388 gr
ISBN-13
978-981-10-9254-1 (9789811092541)
DOI
10.1007/978-981-10-0795-8
Schweitzer Classification
Other editions
Additional editions
Wen-An Zhang | Bo Chen | Haiyu Song
Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Book
06/2016
Springer
€106.99
Shipment within 15-20 days
Content
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.