Distributed Fusion Estimation for Sensor Networks with Communication Constraints / by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
By: Zhang, Wen-An
Contributor(s): Chen, Bo | Song, Haiyu | Yu, Li
Material type: 
E-bookPublisher: Singapore : Springer, 2016Description: 1 recurso en línea (XII, 210 p.) 96 il., 38 il. col..ISBN: 9789811007958.Subject: Control automático | Ingeniería -- Congresos y asambleas | Sistemas de comunicación inalámbricosDDC classification: 629.8 Online resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | TK7872.D48 Z436 2016 EB (Browse shelf(Opens below)) | .i11616544 | Acceso electrónico | eBOOK .i11616544 |
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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.
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.
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