Distributed Fusion Estimation for Sensor Networks with Communication Constraints

Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu (Autoren)

Buch | Softcover

210 Seiten

2018 | Softcover reprint of the original 1st ed. 2016
Springer Verlag, Singapore
9789811092541 (ISBN)

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Thisbook systematically presents energy-efficient robust fusion estimation methodsto achieve thorough and comprehensive results in the context of network-basedfusion estimation.

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.

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.

Erscheint lt. Verlag	9.9.2018
Zusatzinfo	38 Illustrations, color; 58 Illustrations, black and white; XII, 210 p. 96 illus., 38 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Nachrichtentechnik
ISBN-13	9789811092541 / 9789811092541
Zustand	Neuware