Networked Filtering and Fusion in Wireless Sensor Networks

Networked Filtering and Fusion in Wireless Sensor Networks

Xia, Yuanqing; Mahmoud, Magdi S.

Taylor & Francis Ltd

09/2018

576

Mole

Inglês

9781138374935

15 a 20 dias

1070

Descrição não disponível.
Introduction. Wireless Sensor Networks. Distributed Sensor Fusion. Distributed Kalman Filtering. Expectation Maximization. Wireless Estimation Methods. Multi-Sensor Fault Estimation. Multi-Sensor Data Fusion. Approximate Distributed Estimation. Estimation via Information Matrix. Filtering in Sensor Networks. Appendix.
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WSNs;Kalman Filter;kalman;Sensor Nodes;node;Consensus Filters;data;DKF;information;Sensor Networks;extended;Central Kalman Filter;fault;Data Fusion;detection;MSDF;target;State Vector Fusion;tracking;Sigma Points;sigma;Leakage Fault;Controller Fault;Utility Boiler;EKF;UKF;Information Fusion;Global State Vector;NPC;WNCS;Multisensor Data Fusion;Complete Prior;Prior Information;Cross Power Spectral Density;Weighted Covariance