DocumentCode
3136121
Title
Fractional order Kalman filter
Author
Sun, Xiaojun ; Yan, Guangming
Author_Institution
Electr. Eng. Inst., Heilongjiang Univ., Harbin, China
Volume
2
fYear
2011
fDate
25-28 July 2011
Firstpage
836
Lastpage
838
Abstract
This paper presents a Fractional Kalman filter for the linear fractional order discrete state-space systems. The detail derivation is given. Because the description of fractional order is more accurate then that given by integer order, and the proposed fractional Kalman filtering is more universal and practical. The proposed result has important applications in the fields of signal processing, system modeling and identification. A simulation example shows its effectiveness.
Keywords
Kalman filters; discrete systems; state-space methods; discrete state-space systems; fractional Kalman filter; linear fractional order systems; Fractional calculus; Kalman filters; Matrices; Matrix converters;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-0813-8
Type
conf
DOI
10.1109/ICICIP.2011.6008365
Filename
6008365
Link To Document