Distributed Fusion Estimation for Sensor Networks with Communication Constraints

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

Buch | Hardcover

210 Seiten

2016 | 1st ed. 2016
Springer Verlag, Singapore
978-981-10-0793-4 (ISBN)

Infos

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.

Inhalt

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.

Produkt-Details

• Erscheinungsdatum: 20.05.2016
• 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 ► Netzwerke
• Themenwelt: Mathematik / Informatik ► Informatik ► Theorie / Studium
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Nachrichtentechnik
• Schlagworte: Communication constraints • Information Fusion • Kalman Filtering • Optimal Estimation • sensor networks
• ISBN-10: 981-10-0793-4 / 9811007934
• ISBN-13: 978-981-10-0793-4 / 9789811007934
• Zustand: Neuware