Distributed Fusion Estimation for Sensor Networks with Communication Constraints
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44 374 Ft
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Product details:
- Edition number 1st ed. 2016
- Publisher Springer Nature Singapore
- Date of Publication 6 June 2016
- Number of Volumes 1 pieces, Book
- ISBN 9789811007934
- Binding Hardback
- No. of pages210 pages
- Size 235x155 mm
- Weight 5022 g
- Language English
- Illustrations XII, 210 p. 96 illus., 38 illus. in color. Illustrations, black & white 0
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Long 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.
MoreTable of Contents:
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.
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