DocumentCode :
232276
Title :
Application of rotation vector algorithm for SINS attitude updating
Author :
Wang Zhiqun ; Yin Xunhe ; Li Peidan ; Wan Liangjin
Author_Institution :
Sch. of Electron. & Inf. Eng., Beijing Jiaotong Univ., Beijing, China
fYear :
2014
fDate :
19-23 Oct. 2014
Firstpage :
2390
Lastpage :
2393
Abstract :
The primary task of strap down inertial navigation system (SINS) algorithms is updating attitude timely and precisely. This paper presents an ARM based quad copter, using low-cost MEMS inertial sensors. In this paper we propose to use three methods, namely linear interpolation, gradient descent and complementary filter for attitude-updating. Meanwhile, an idea that the quaternion attitude could be updated by constructing micro-rotation quaternion from rotation vector in the sampling interval is proposed. The idea is based on geometric interpretation of space rotation transformation, while the general method is the differential equations of quaternion about rotation vector. Therefore the new method is an approximation method within enough short update intervals. Experiments on different methods show the effectiveness and accuracy of three improved algorithms with the rotation vector algorithm.
Keywords :
differential equations; inertial navigation; microsensors; ARM based quad copter; MEMS inertial sensors; SINS attitude updating; complementary filter; differential equations; gradient descent; linear interpolation; micro-rotation quaternion; quaternion attitude; rotation vector algorithm; strap down inertial navigation system; Algorithm design and analysis; Gyroscopes; Micromechanical devices; Quaternions; Sensors; Silicon compounds; Vectors; MEMS inertial sensors; attitude updating; quaternion; rotation vector;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2014 12th International Conference on
Conference_Location :
Hangzhou
ISSN :
2164-5221
Print_ISBN :
978-1-4799-2188-1
Type :
conf
DOI :
10.1109/ICOSP.2014.7015422
Filename :
7015422
Link To Document :
بازگشت