DocumentCode :
1722532
Title :
Semi-physical simulation based on scene matching and inertial integrated navigation for UAV
Author :
Tian-wu Zhang ; Chun-hui Zhao ; Quan Pan ; Huixia Liu ; Dajian Li
Author_Institution :
Sch. of Autom., Northwestern Polytech. Univ., Xi´an, China
fYear :
2013
Firstpage :
5144
Lastpage :
5148
Abstract :
With the advantage of high location accuracy, strong autonomy and anti-electromagnetic interference, scene matching navigation is one of the most effective aided navigation systems to eliminate the accumulated error of inertial navigation system (INS). In this paper, a scene matching aided inertial integrated navigation scheme is designed, and a semi-physical simulation system is presented. UAV´s position and orientation are provided by the programmable attitude and heading reference system (AHRS). By noise adding, blurring and distorting, the current images are simulated based on reference images. Then scene matching is implemented with edge-response based weighted Hausdorff distance. Finally, the Extended Kalman Filter (EKF) is utilized for information fusion of scene matching system and INS. Semi-physical simulation results show that the designed scene matching aided inertial integrated navigation system has high navigation accuracy. This paper could provide theoretical guidance for engineering application of UAV navigation system.
Keywords :
Kalman filters; autonomous aerial vehicles; image matching; inertial navigation; inertial systems; AHRS; EKF; INS; UAV navigation system; UAV orientation; UAV position; edge-response based weighted Hausdorff distance; extended Kalman filter; inertial integrated navigation; information fusion; noise adding; noise blurring; noise distortion; programmable attitude and heading reference system; reference images; scene matching system; semiphysical simulation; semiphysical simulation system; Accuracy; Aircraft navigation; Conferences; Educational institutions; Electronic mail; Global Positioning System; UAV; integrated navigation; performance evaluation; scene matching; semi-physical simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an
Type :
conf
Filename :
6640333
Link To Document :
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