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Quadrotor Drift Error Correction Based on Adaptive PID
- Source :
- 2018 Chinese Automation Congress (CAC).
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Aiming at the existence of gyro drift error in low-cost MEMS sensors, a quaternion attitude matrix updating compensation algorithm is designed and implemented. The algorithm uses the body attitude measured by the gyroscope to rotate the known earth gravity vector to the body coordinate system, and then with the accelerometer observed gravity vector make vector cross product. The results as a measure of the gyro drift error metrics, and by the use of adaptive PID algorithm to track. In this paper, the quadrotor is used as the platform to realize the algorithm, and the attitude of the body is measured using a low-cost MEMS sensor with integrated gyroscope and accelerometer. The drift calibration output is superimposed on the gyroscope observation data to compensate. Through attitude control experiments, the algorithm can accurately track drift error and achieve high-precision quadrotor attitude, which can achieve good attitude control effects.
- Subjects :
- 0209 industrial biotechnology
Computer science
Coordinate system
PID controller
Gyroscope
02 engineering and technology
Rotation
Accelerometer
Compensation (engineering)
law.invention
Attitude control
020901 industrial engineering & automation
Gravity of Earth
law
Control theory
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Quaternion
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 Chinese Automation Congress (CAC)
- Accession number :
- edsair.doi...........02a27d5834fd64aa5cbf8e715da17ea4