Title :
Research on regional model of continuous Fourier series of marine magnetic anomaly field using for the geomagnetic navigation
Author :
Xiao Sheng-hong ; Bian Shao-feng
Author_Institution :
Dept. of Navig. Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
The existing modeling methods for geomagnetism aided inertial navigation and their applicability are analyzed. Due to the requirement of high precision and local application for geomagnetic parameter modeling, a modeling method based on fast Fourier series is introduced to model the local geomagnetic measurements. Then by contrasting research between Fourier fitting modeling and the representative Taylor polynomial modeling, the former has been proved to be of higher fitting precision. The feasibility and effectiveness of the Fourier series model have been showed with the modeling result. At last, from the result of a simulation on a 15´×15´ geomagnetic anomaly data, we can see that the mean square error (MSE) of the Fourier series modeling is less than 0.2283nT. So the modeling problem for regional high precision in geomagnetism aided inertial navigation has been effectively solved.
Keywords :
Fourier series; geomagnetism; inertial navigation; marine communication; mean square error methods; polynomials; Fourier fitting modeling; Taylor polynomial modeling; fast Fourier series model; geomagnetic parameter modeling; geomagnetism aided inertial navigation; marine magnetic anomaly field; mean square error method; regional geomagnetic model; Adaptation model; Earth; Navigation; Fourier series; Taylor polynomial; aided navigation; geomagnetic model; regional geomagnetic modeling;
Conference_Titel :
Industrial and Information Systems (IIS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7860-6
DOI :
10.1109/INDUSIS.2010.5565746
