An Efficient Outlier Rejection Technique for Kalman Filters

2021 ◽  
pp. 108164
Author(s):  
E. Navon ◽  
B.Z. Bobrovsky
Author(s):  
Tatjana D. Kolemishevska-Gugulovska ◽  
Georgi M. Dimirovski ◽  
A. Talha Dinibutun ◽  
Norman E. Gough

The navigation systems as part of the navigation complex of a high-precision unmanned aerial vehicle in conditions of different altitude flight are investigated. The working contours of the navigation complex with correction algorithms for an unmanned aerial vehicle during high-altitude and low-altitude flights are formed. Mathematical models of inertial navigation system errors used in non-linear and linear Kalman filters are presented. The results of mathematical modeling demonstrate the effectiveness of the working contours effectiveness of the navigation complex with correction algorithms. Keywords high-precision unmanned aerial vehicle; navigation complex; multi-altitude flight; work circuit; passive noises; Kalman filter; correction


2010 ◽  
Vol 72 (2) ◽  
pp. 119-126 ◽  
Author(s):  
Frede Aakmann Tøgersen ◽  
Flemming Skjøth ◽  
Lene Munksgaard ◽  
Søren Højsgaard

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