Title :
A gyro drift error compensation algorithm for a small unmanned aerial vehicle system
Author :
Shao, Zhihao ; Lei, Xusheng ; Chen, Diansheng
Author_Institution :
Robot. Inst., Beijing Univ. of Aeronaut. & Astronaut., Beijing
Abstract :
To get high precision attitude information, this paper proposes a new time series method to construct the random drift model for the micro electro mechanical sensor gyro. Based on the wavelet multi scale analysis method, the gyro random drift data are decomposed and constructed to a series of scale gyro drift data and models to reduce the predict errors. Moreover, an adaptive Kalman filter algorithm is proposed to compensate for the gyro random drift noise. The effectiveness of the proposed method is proved by a series of experiments.
Keywords :
error compensation; microsensors; remotely operated vehicles; time series; adaptive Kalman filter algorithm; attitude information; gyro drift error compensation algorithm; gyro random drift data; gyro random drift noise; micro electro mechanical sensor gyro; random drift model; time series; unmanned aerial vehicle system; wavelet multiscale analysis; Error compensation; Unmanned aerial vehicles;
Conference_Titel :
Networking, Sensing and Control, 2009. ICNSC '09. International Conference on
Conference_Location :
Okayama
Print_ISBN :
978-1-4244-3491-6
Electronic_ISBN :
978-1-4244-3492-3
DOI :
10.1109/ICNSC.2009.4919385