Weighted Measurement Fusion White Noise Deconvolution Filter with Correlated Noise for Multisensor Stochastic Systems
Joint Authors
Wang, Xin
Sun, Shu-Li
Ding, Kai-Hui
Xue, Jing-Yan
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-06-25
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
For the multisensor linear discrete time-invariant stochastic control systems with different measurement matrices and correlated noises, the centralized measurement fusion white noise estimators are presented by the linear minimum variance criterion under the condition that noise input matrix is full column rank.
They have the expensive computing burden due to the high-dimension extended measurement matrix.
To reduce the computing burden, the weighted measurement fusion white noise estimators are presented.
It is proved that weighted measurement fusion white noise estimators have the same accuracy as the centralized measurement fusion white noise estimators, so it has global optimality.
It can be applied to signal processing in oil seismic exploration.
A simulation example for Bernoulli-Gaussian white noise deconvolution filter verifies the effectiveness.
American Psychological Association (APA)
Wang, Xin& Sun, Shu-Li& Ding, Kai-Hui& Xue, Jing-Yan. 2012. Weighted Measurement Fusion White Noise Deconvolution Filter with Correlated Noise for Multisensor Stochastic Systems. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-1029514
Modern Language Association (MLA)
Wang, Xin…[et al.]. Weighted Measurement Fusion White Noise Deconvolution Filter with Correlated Noise for Multisensor Stochastic Systems. Mathematical Problems in Engineering No. 2012 (2012), pp.1-16.
https://search.emarefa.net/detail/BIM-1029514
American Medical Association (AMA)
Wang, Xin& Sun, Shu-Li& Ding, Kai-Hui& Xue, Jing-Yan. Weighted Measurement Fusion White Noise Deconvolution Filter with Correlated Noise for Multisensor Stochastic Systems. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-1029514
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1029514