A Filtering Algorithm of MEMS Gyroscope to Resist Acoustic Interference
To reduce the impact of acoustic interference in a microelectromechanical system (MEMS) gyroscope and to improve the reliability of output data, a filtering algorithm based on orthogonal demodulation is proposed. According to the working principle and failure mechanism of a MEMS gyroscope, the sound...
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| Published in | Sensors (Basel, Switzerland) Vol. 20; no. 24; p. 7352 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
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MDPI
21.12.2020
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| ISSN | 1424-8220 1424-8220 |
| DOI | 10.3390/s20247352 |
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| Abstract | To reduce the impact of acoustic interference in a microelectromechanical system (MEMS) gyroscope and to improve the reliability of output data, a filtering algorithm based on orthogonal demodulation is proposed. According to the working principle and failure mechanism of a MEMS gyroscope, the sound and angular velocity frequencies are not identical, which lead to a different frequency signal output of the original single-channel demodulation scheme. Therefore, a Q channel demodulation filtering process was added to the origin single-channel demodulation scheme. For the Q channel demodulated signal, a Hilbert transform was used to compensate for the 90 degree phase shift. The IQ dual-channel difference can remove the acoustic interference signal. The simulation results indicate that the scheme can effectively suppress the acoustic interference signal and it can eliminate more than 95% of the impact of sound waves. We assembled the acoustic interference experimental platform, collected the driving and sensing data, and verified the denoising performance with our algorithm, which eliminated more than 70% of the noise signal. The simulation and experimental results demonstrate that the scheme can eliminate acoustic interference signal without destroying angular velocity signal. |
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| AbstractList | To reduce the impact of acoustic interference in a microelectromechanical system (MEMS) gyroscope and to improve the reliability of output data, a filtering algorithm based on orthogonal demodulation is proposed. According to the working principle and failure mechanism of a MEMS gyroscope, the sound and angular velocity frequencies are not identical, which lead to a different frequency signal output of the original single-channel demodulation scheme. Therefore, a Q channel demodulation filtering process was added to the origin single-channel demodulation scheme. For the Q channel demodulated signal, a Hilbert transform was used to compensate for the 90 degree phase shift. The IQ dual-channel difference can remove the acoustic interference signal. The simulation results indicate that the scheme can effectively suppress the acoustic interference signal and it can eliminate more than 95% of the impact of sound waves. We assembled the acoustic interference experimental platform, collected the driving and sensing data, and verified the denoising performance with our algorithm, which eliminated more than 70% of the noise signal. The simulation and experimental results demonstrate that the scheme can eliminate acoustic interference signal without destroying angular velocity signal. To reduce the impact of acoustic interference in a microelectromechanical system (MEMS) gyroscope and to improve the reliability of output data, a filtering algorithm based on orthogonal demodulation is proposed. According to the working principle and failure mechanism of a MEMS gyroscope, the sound and angular velocity frequencies are not identical, which lead to a different frequency signal output of the original single-channel demodulation scheme. Therefore, a Q channel demodulation filtering process was added to the origin single-channel demodulation scheme. For the Q channel demodulated signal, a Hilbert transform was used to compensate for the 90 degree phase shift. The IQ dual-channel difference can remove the acoustic interference signal. The simulation results indicate that the scheme can effectively suppress the acoustic interference signal and it can eliminate more than 95% of the impact of sound waves. We assembled the acoustic interference experimental platform, collected the driving and sensing data, and verified the denoising performance with our algorithm, which eliminated more than 70% of the noise signal. The simulation and experimental results demonstrate that the scheme can eliminate acoustic interference signal without destroying angular velocity signal.To reduce the impact of acoustic interference in a microelectromechanical system (MEMS) gyroscope and to improve the reliability of output data, a filtering algorithm based on orthogonal demodulation is proposed. According to the working principle and failure mechanism of a MEMS gyroscope, the sound and angular velocity frequencies are not identical, which lead to a different frequency signal output of the original single-channel demodulation scheme. Therefore, a Q channel demodulation filtering process was added to the origin single-channel demodulation scheme. For the Q channel demodulated signal, a Hilbert transform was used to compensate for the 90 degree phase shift. The IQ dual-channel difference can remove the acoustic interference signal. The simulation results indicate that the scheme can effectively suppress the acoustic interference signal and it can eliminate more than 95% of the impact of sound waves. We assembled the acoustic interference experimental platform, collected the driving and sensing data, and verified the denoising performance with our algorithm, which eliminated more than 70% of the noise signal. The simulation and experimental results demonstrate that the scheme can eliminate acoustic interference signal without destroying angular velocity signal. |
| Author | Xing, Chaoyang Feng, Lihui Guo, Peng Wu, Junjie Sun, Yufei |
| AuthorAffiliation | 1 The Key Laboratory of Photonics Information Technology, Ministry of Industry and Information Technology, School of Optics and Photonics, Beijing Institute of Technology, Beijing 100086, China; 3120180566@bit.edu.cn (Y.S.); lihui.feng@bit.edu.cn (L.F.); 3120190583@bit.edu.cn (J.W.) 2 Beijing Institute of Aerospace Control Device, Beijing 100854, China; mems13@163.com |
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| Cites_doi | 10.1109/RSAMD.2013.6647894 10.1109/TITS.2010.2052805 10.1109/JMEMS.2004.825293 10.1109/JMEMS.2006.872224 10.1016/j.automatica.2007.11.009 10.1109/ICSensT.2013.6727722 10.1145/3176402 10.1109/ACCESS.2019.2927084 10.1109/ISIE.2007.4374812 10.1109/5.704269 10.1109/ICEPT47577.2019.245357 10.1109/JSEN.2007.908921 10.1162/PRES_a_00236 10.1109/JSEN.2006.881432 10.1115/DETC2015-47378 10.3390/s150306441 10.1007/s10776-018-0397-0 10.1115/DETC2011-47180 10.3390/mi6040523 |
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| Keywords | MEMS gyroscope orthogonal demodulation acoustic interference |
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| SubjectTerms | acoustic interference Communication MEMS gyroscope orthogonal demodulation |
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| Title | A Filtering Algorithm of MEMS Gyroscope to Resist Acoustic Interference |
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