Distributed Fusion Estimation for Sensor Networks with Communication Constraints

Thisbook systematically presents energy-efficient robust fusion estimation methodsto achieve thorough and comprehensive results in the context of network-basedfusion estimation. It summarizes recent findings on fusion estimation withcommunication constraints; several novel energy-efficient and robust designmethods for dealing with energy constraints and network-induced uncertaintiesare presented, such as delays, packet losses, and asynchronous information...All the results are presented as algorithms, which are convenient for practicalapplications.

Sommario

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.

Riassunto

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.

Dettagli sul prodotto

• Autori: B Chen, Bo Chen, Haiyu Song, Haiyu et al Song, Li Yu, Wen-A Zhang, Wen-An Zhang
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2018
• EAN: 9789811092541
• ISBN: 978-981-10-9254-1
• Pagine: 210
• Dimensioni: 168 mm x 12 mm x 239 mm
• Peso: 382 g
• Illustrazioni: XII, 210 p. 96 illus., 38 illus. in color.
• Categorie: Scienze naturali, medicina, informatica, tecnica > Tecnica > Elettronica, elettrotecnica, telecomunicazioni; B, engineering, Electrical Engineering, Computer Communication Networks, Control and Systems Theory, Signal, Image and Speech Processing, Communications Engineering, Networks, Signal Processing, Control engineering, Speech processing systems, Digital and Analog Signal Processing, Imaging systems & technology, Image processing, Communications engineering / telecommunications, Computer communication systems, Network hardware