Microelectromechnical Systems Inertial Measurement Unit Error Modelling and Error Analysis for Low-cost Strapdown Inertial Navigation System

被引:23
|
作者
Ramalingam, R. [1 ]
Anitha, G. [1 ]
Shanmugam, J. [2 ]
机构
[1] Anna Univ, Madras Inst Technol, Madras 600044, Tamil Nadu, India
[2] Tagore Engn Coll, Madras 600048, Tamil Nadu, India
关键词
Error modelling; Allan variance; wavelet decomposition; microelectromechnical systems; MEMS; inertial measurement unit; IMU; strapown inertial navigation system;
D O I
10.14429/dsj.59.1571
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents error modelling and error analysis of microelectromechnical systems (MEMS) inertial measurement unit (IMU) for a low-cost strapdown inertial navigation system (INS). The INS consists of IMU and navigation processor. The IMU provides acceleration and angular rate of the vehicle in all the three axes. In this paper, errors that affect the MEMS IMU, which is of low cost and less volume, are stochastically modelled and analysed using Allan variance. Wavelet decomposition has been introduced to remove the high frequency noise that affects the sensors to obtain the original values of angular rates and accelerations with less noise. This increases the accuracy of the strapdown INS. The results show the effect of errors in the output of sensors, easy interpretation of random errors by Allan variance, the increase in the accuracy when wavelet decomposition is used for denoising inertial sensor raw data.
引用
收藏
页码:650 / 658
页数:9
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