Title :
The recognition of MEMS gyroscope random error terms based on ALLAN variance
Author :
Wen-hui, Peng ; Wen-jie, Chen ; Lin-ping, Feng
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
Abstract :
This paper analysis the relationship between Allan variance and the MEMS gyroscope random error term, describes the method of forming the Allan variance graph, and uses a group of MEMS gyroscope data to get the allan log-log plot. Then we propose a new method of fitting a straight line, and get three different slope of the straight line, which as a basis of obtaining the three corresponding MEMS gyroscopes random error terms. After comparing with the traditional methods of a least squares fit, we establish the feasibility of this approach.
Keywords :
graph theory; gyroscopes; least squares approximations; micromechanical devices; Allan variance graph; MEMS gyroscope random error terms; allan log-log plot; least squares fit; straight line fitting; Analytical models; Fitting; Gyroscopes; Micromechanical devices; Noise; Quantization; Random processes; MEMS; angle random error; inertial gyro; quantization noise; random walk error;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244259