DocumentCode
3698818
Title
Weighted measurement fusion fractional order Kalman estimator
Author
Xiaojun Sun; Guangming Yan; Bo Zhang
Author_Institution
Department of Automation, Heilongjiang University, Harbin, China
fYear
2015
Firstpage
327
Lastpage
331
Abstract
A weighted measurement fusion fractional order Kalman estimator is presented for the multisensor linear discrete fractional state-space systems with different measurement matrices and uncorrelated noises. It is rigorously proved that the weighted measurement fusion Kalman estimator is numerically identical to the centralized fusion Kalman estimator, so that it has the global optimality. The simulation example for a 3-sensors fractional order system shows its effectiveness.
Keywords
"Weight measurement","Kalman filters","Noise measurement","Measurement uncertainty","Information filters","Stochastic systems","Smoothing methods"
Publisher
ieee
Conference_Titel
Control, Automation and Information Sciences (ICCAIS), 2015 International Conference on
Type
conf
DOI
10.1109/ICCAIS.2015.7338686
Filename
7338686
Link To Document