DocumentCode
154322
Title
Improved fractional Kalman filter for variable order systems with lossy and delayed network
Author
Ziubinski, Pawel ; Sierociuk, Dominik
Author_Institution
Inst. of Control & Ind. Electron., Warsaw Univ. of Technol., Warsaw, Poland
fYear
2014
fDate
2-5 Sept. 2014
Firstpage
159
Lastpage
164
Abstract
This paper presents generalization on the Improved Fractional Kalman Filter (ExFKF) for estimation over lossy network with packets delay. This generalization is based on the infinite dimensional form of a linear discrete fractional variable order state-space system and measurements equation augmentation. Some simulation cases are given in order to demonstrate the effectiveness of the proposed algorithms, with improvements in terms of estimation and smoothing results.
Keywords
Kalman filters; delays; discrete systems; linear systems; state-space methods; ExFKF; delayed network; fractional Kalman filter; linear discrete fractional variable order state-space system; lossy network; measurements equation augmentation; packet delay; variable order systems; Equations; Estimation; Kalman filters; Loss measurement; Noise; Signal processing algorithms; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location
Miedzyzdroje
Print_ISBN
978-1-4799-5082-9
Type
conf
DOI
10.1109/MMAR.2014.6957342
Filename
6957342
Link To Document