Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base

The micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static ba...

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Main Authors: Haifeng Xing, Zhiyong Chen, Haotian Yang, Chengbin Wang, Zhihui Lin, Meifeng Guo
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/18/4/1178
id doaj-add51f2a768044ee98ba49729f45928d
record_format Article
spelling doaj-add51f2a768044ee98ba49729f45928d2020-11-24T23:41:09ZengMDPI AGSensors1424-82202018-04-01184117810.3390/s18041178s18041178Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing BaseHaifeng Xing0Zhiyong Chen1Haotian Yang2Chengbin Wang3Zhihui Lin4Meifeng Guo5Engineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaEngineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaEngineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaEngineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaEngineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaEngineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, ChinaThe micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static base, requiring other sensors, such as magnetometers or satellites, to provide auxiliary information, which limits its application range to some extent. Therefore, improving the alignment accuracy of MEMS IMU as much as possible under swing conditions is of considerable value. This paper proposes an alignment method based on the rotation modulation technique (RMT), which is completely self-aligned, unlike the existing alignment techniques. The effect of the inertial sensor errors is mitigated by rotating the IMU. Then, inertial frame-based alignment using the rotation modulation technique (RMT-IFBA) achieved coarse alignment on the swing base. The strong tracking filter (STF) further improved the alignment accuracy. The performance of the proposed method was validated with a physical experiment, and the results of the alignment showed that the standard deviations of pitch, roll, and heading angle were 0.0140 ° , 0.0097 ° , and 0.91 ° , respectively, which verified the practicality and efficacy of the proposed method for the self-alignment of the MEMS IMU on a swing base.http://www.mdpi.com/1424-8220/18/4/1178MEMS IMUrotation modulation techniqueswing baseinertial frame-based alignmentstrong tracking filter
collection DOAJ
language English
format Article
sources DOAJ
author Haifeng Xing
Zhiyong Chen
Haotian Yang
Chengbin Wang
Zhihui Lin
Meifeng Guo
spellingShingle Haifeng Xing
Zhiyong Chen
Haotian Yang
Chengbin Wang
Zhihui Lin
Meifeng Guo
Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
Sensors
MEMS IMU
rotation modulation technique
swing base
inertial frame-based alignment
strong tracking filter
author_facet Haifeng Xing
Zhiyong Chen
Haotian Yang
Chengbin Wang
Zhihui Lin
Meifeng Guo
author_sort Haifeng Xing
title Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
title_short Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
title_full Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
title_fullStr Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
title_full_unstemmed Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
title_sort self-alignment mems imu method based on the rotation modulation technique on a swing base
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-04-01
description The micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static base, requiring other sensors, such as magnetometers or satellites, to provide auxiliary information, which limits its application range to some extent. Therefore, improving the alignment accuracy of MEMS IMU as much as possible under swing conditions is of considerable value. This paper proposes an alignment method based on the rotation modulation technique (RMT), which is completely self-aligned, unlike the existing alignment techniques. The effect of the inertial sensor errors is mitigated by rotating the IMU. Then, inertial frame-based alignment using the rotation modulation technique (RMT-IFBA) achieved coarse alignment on the swing base. The strong tracking filter (STF) further improved the alignment accuracy. The performance of the proposed method was validated with a physical experiment, and the results of the alignment showed that the standard deviations of pitch, roll, and heading angle were 0.0140 ° , 0.0097 ° , and 0.91 ° , respectively, which verified the practicality and efficacy of the proposed method for the self-alignment of the MEMS IMU on a swing base.
topic MEMS IMU
rotation modulation technique
swing base
inertial frame-based alignment
strong tracking filter
url http://www.mdpi.com/1424-8220/18/4/1178
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