The Analysis of the UKF-Based Navigation Algorithm during GPS Outage
Elektronics and Electrical Engineering 2013
Vadims Bistrovs, Ansis Klūga

The unscented Kalman filter (UKF) became very attractive for the navigation sensors data fusion, because of algorithm significant accurancy and implementation advantages. The unsected Kalman filter is based on the unsected transform (UT) to perform the estimation of the system states. The main idea of the unsected transformation is following. It`s more effective to approximate probility distrubution function than arbitry transformation or nonlinear funcion. The developed sensors data fusion algorithm using the UKF is considered in this work. This algorith was applied for the state estimation of the loosely coupled GPS/INS integrated navigation system.


Keywords
Unsected Kalman filter, GPS outage, microelectromechanical systems, inertial measurement unit
DOI
10.5755/j01.eee.19.10.5886
Hyperlink
http://www.eejournal.ktu.lt/index.php/elt/article/view/5886

Bistrovs, V., Klūga, A. The Analysis of the UKF-Based Navigation Algorithm during GPS Outage. Elektronics and Electrical Engineering, 2013, Vol.19, No.10, pp.13-17. e-ISSN 2029-5731. ISSN 1392-1215. Available from: doi:10.5755/j01.eee.19.10.5886

Publication language
English (en)
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