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Distributed Fusion Estimation for Sensor Networks with Communication Constraints
ISBN-13:
9789811007958
Veröffentl:
2016
Seiten:
210
Autor:
Wen-An Zhang
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
Thisbook 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.
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.
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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