DocumentCode
691163
Title
Error Compensation for MIMU under Random Vibration
Author
Xu Yun ; Zhu Xinhua ; Wang Yu
Author_Institution
Sch. of Mech. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
fYear
2013
fDate
21-23 Sept. 2013
Firstpage
1068
Lastpage
1072
Abstract
According to the phenomenon that the measurement error and the output noise of the MIMU (Micro Inertial Measurement Unit) will increase significantly when the body is vibrating, thus the performance of MIMU degrades under vibration environment. The MIMU utilized in this paper is based on the silicon micro machined gyroscopes and accelerometers. By analyzing the output´s characteristic of the gyroscopes from MIMU, an improved adaptive filter based on LMS (Least Mean Square) is proposed in this paper to solve the problems appeared under vibration for gyroscopes. To demonstrate the effectiveness of this method, the experiment is carried out and the result is analyzed. The experimental result indicates that under random vibration environment, this method can greatly decrease the output noise about 40dB~50dB and eliminate the measurement error for a certain extant. For the simple structure and easy implantation of this filter, it is suitable for the hardware of MIMU to realize improving its performance under vibration environment.
Keywords
accelerometers; adaptive filters; elemental semiconductors; error compensation; gyroscopes; least mean squares methods; measurement errors; microsensors; silicon; vibration measurement; LMS method; MIMU; Si; accelerometer; adaptive filter; error compensation; least mean square method; measurement error; microinertial measurement unit; noise figure 40 dB to 50 dB; random vibration environment; silicon micromachined gyroscope; vibration measurement; Adaptive filters; Gyroscopes; Kalman filters; Least squares approximations; Noise; Vectors; Vibrations; Error compensation; Random vibration; an improved adaptive filter based on LMS;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/IMCCC.2013.237
Filename
6840627
Link To Document