T. Hiller, Lukas Blocher, Miloš Vujadinović, Zsigmond Péntek, A. Buhmann, H. Roth
{"title":"低成本MEMS惯性传感器跨轴灵敏度分析与补偿","authors":"T. Hiller, Lukas Blocher, Miloš Vujadinović, Zsigmond Péntek, A. Buhmann, H. Roth","doi":"10.1109/INERTIAL51137.2021.9430454","DOIUrl":null,"url":null,"abstract":"This paper is concerned with cross-axis sensitivity in low-cost MEMS triaxial accelerometers and gyroscopes. A highly-accurate rate table is used to perform simple six-point measurements on forty devices. The gathered cross-axis sensitivity matrices are subdivided into scale-factor, non-orthogonality and misalignment. Additionally, accel-to-gyro triad alignment is examined. By applying the inverted cross-axis sensitivity matrix to the sensor output and remeasuring all devices, nonorthogonality and accel-to-gyro triad alignment can be compensated to below 0.2 %. Analytical formulas allow the calculation of the achievable precision as a function of sensor noise, magnitude of stimulus and measurement time. Root-causes of non-orthogonality are discussed and a mechanism is proposed, where quadrature motion of one axis induces Coriolis force onto another axis. Lastly, good stability of the accel-to-gyro triad alignment across temperature is demonstrated, indicating that a once-measured compensation is valid across environmental changes and for an extended time.","PeriodicalId":424028,"journal":{"name":"2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Analysis and Compensation of Cross-Axis Sensitivity in Low-Cost MEMS Inertial Sensors\",\"authors\":\"T. Hiller, Lukas Blocher, Miloš Vujadinović, Zsigmond Péntek, A. Buhmann, H. Roth\",\"doi\":\"10.1109/INERTIAL51137.2021.9430454\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper is concerned with cross-axis sensitivity in low-cost MEMS triaxial accelerometers and gyroscopes. A highly-accurate rate table is used to perform simple six-point measurements on forty devices. The gathered cross-axis sensitivity matrices are subdivided into scale-factor, non-orthogonality and misalignment. Additionally, accel-to-gyro triad alignment is examined. By applying the inverted cross-axis sensitivity matrix to the sensor output and remeasuring all devices, nonorthogonality and accel-to-gyro triad alignment can be compensated to below 0.2 %. Analytical formulas allow the calculation of the achievable precision as a function of sensor noise, magnitude of stimulus and measurement time. Root-causes of non-orthogonality are discussed and a mechanism is proposed, where quadrature motion of one axis induces Coriolis force onto another axis. Lastly, good stability of the accel-to-gyro triad alignment across temperature is demonstrated, indicating that a once-measured compensation is valid across environmental changes and for an extended time.\",\"PeriodicalId\":424028,\"journal\":{\"name\":\"2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-03-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INERTIAL51137.2021.9430454\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INERTIAL51137.2021.9430454","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis and Compensation of Cross-Axis Sensitivity in Low-Cost MEMS Inertial Sensors
This paper is concerned with cross-axis sensitivity in low-cost MEMS triaxial accelerometers and gyroscopes. A highly-accurate rate table is used to perform simple six-point measurements on forty devices. The gathered cross-axis sensitivity matrices are subdivided into scale-factor, non-orthogonality and misalignment. Additionally, accel-to-gyro triad alignment is examined. By applying the inverted cross-axis sensitivity matrix to the sensor output and remeasuring all devices, nonorthogonality and accel-to-gyro triad alignment can be compensated to below 0.2 %. Analytical formulas allow the calculation of the achievable precision as a function of sensor noise, magnitude of stimulus and measurement time. Root-causes of non-orthogonality are discussed and a mechanism is proposed, where quadrature motion of one axis induces Coriolis force onto another axis. Lastly, good stability of the accel-to-gyro triad alignment across temperature is demonstrated, indicating that a once-measured compensation is valid across environmental changes and for an extended time.