DocumentCode
3777926
Title
Fractional order Kalman fuser
Author
Xiao-Jun Sun; Guang-Ming Yan; Bo Zhang
Author_Institution
Department of Automation, Heilongjiang University, Harbin, China
fYear
2015
Firstpage
452
Lastpage
456
Abstract
Based on the measurement fusion algorithm, a fractional order Kalman fuser is presented for the multisensor linear discrete time-varying fractional state-space systems with different measurement matrices and uncorrelated noises. It is rigorously proved that the fuser is numerically identical to the centralized fusion fractional order Kalman estimator, so that it has the global optimality. The simulation example for a 3-sensors time-varying fractional order system shows its effectiveness.
Keywords
"Weight measurement","Time-varying systems","Noise measurement","Information filters","Fractional calculus"
Publisher
ieee
Conference_Titel
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2015 12th International Computer Conference on
Type
conf
DOI
10.1109/ICCWAMTIP.2015.7494029
Filename
7494029
Link To Document