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Optical Flow Sensor/INS/Magnetometer Integrated Navigation System for MAV in GPS-Denied Environment.
- 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]
- Subjects :
- OPTICAL sensors
OPTICAL flow
MAGNETOMETERS
GLOBAL Positioning System
NAVIGATION
Subjects
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