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Optical Flow Sensor/INS/Magnetometer Integrated Navigation System for MAV in GPS-Denied Environment.

Authors :
Shen, Chong
Bai, Zesen
Cao, Huiliang
Xu, Ke
Wang, Chenguang
Zhang, Huaiyu
Wang, Ding
Tang, Jun
Liu, Jun
Source :
Journal of Sensors; 2/16/2016, p1-10, 10p
Publication Year :
2016

Abstract

The drift of inertial navigation system (INS) will lead to large navigation error when a low-cost INS is used in microaerial vehicles (MAV). To overcome the above problem, an INS/optical flow/magnetometer integrated navigation scheme is proposed for GPS-denied environment in this paper. The scheme, which is based on extended Kalman filter, combines INS and optical flow information to estimate the velocity and position of MAV. The gyro, accelerator, and magnetometer information are fused together to estimate the MAV attitude when the MAV is at static state or uniformly moving state; and the gyro only is used to estimate the MAV attitude when the MAV is accelerating or decelerating. The MAV flight data is used to verify the proposed integrated navigation scheme, and the verification results show that the proposed scheme can effectively reduce the errors of navigation parameters and improve navigation precision. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1687725X
Database :
Complementary Index
Journal :
Journal of Sensors
Publication Type :
Academic Journal
Accession number :
113628936
Full Text :
https://doi.org/10.1155/2016/6105803