Wen-An Zhang, Bo Chen, Haiyu Song

Distributed Fusion Estimation for Sensor Networks with Communication Constraints

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Science Press / Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-10-9254-1
• Softcover reprint of the original 1st ed. 2016
• Seitenzahl: 224
• Erscheinungstermin: 9. September 2018
• Englisch
• Abmessung: 235mm x 155mm x 12mm
• Gewicht: 382g
• ISBN-13: 9789811092541
• ISBN-10: 9811092540
• Artikelnr.: 55127431

Inhaltsangabe

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.