Title :
Geomagnetic Filtering Navigation Algorithm Based on Single Spot Matching Precorrection
Author :
Zhengdong Guo ; Luyu Luan ; Hai Zhu ; Peng Cai
Author_Institution :
Dept. of Submarine Navig., Navy Submarine Acad., Qingdao, China
Abstract :
The existing geomagnetic filtering navigation algorithm has some shortages. Especially with the influence of error and environment interference, the filtering diverges easily. Aiming at resolving this problem, geomagnetic filtering navigation information fusion algorithm is presented according to the characteristic of underwater vehicle. in order to restrain the influence of interference and error, the new filtering algorithm fuses on-line information with nonlinear filter, and also modifies magnetic sensor measurement with single spot matching algorithm based on correlative method before the measurement of magnetic sensor participates in filtering update. the result of simulation shows that this new algorithm has better stability and higher filtering precision, and can meet navigation needs of underwater vehicle.
Keywords :
correlation methods; geomagnetism; geophysical signal processing; magnetic sensors; magnetic variables measurement; navigation; nonlinear filters; sensor fusion; stability; underwater vehicles; correlative method; environment interference; error influence; filtering precision; geomagnetic filtering navigation information fusion algorithm; magnetic sensor measurement; nonlinear filter; online information fusion; single spot matching precorrection; stability; underwater vehicle; Algorithm design and analysis; Correlation; Filtering; Interference; Mathematical model; Navigation; Underwater vehicles; geomagnetic filtering; geomagnetic matching; information fusion; nonlinear; precorrection;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
DOI :
10.1109/ISCID.2012.141