Performances comparison of different MEMS-based IMUs

M. De Agostino, A. Manzino, M. Piras
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引用次数: 45

Abstract

MEMS inertial sensors are widely used for navigation applications where size, weight, power and cost are key sides, such as autonomous vehicular control and pedestrian navigation. Otherwise, if there is no doubt that MEMS technologies represents an interesting turning point for low cost inertial-based sensors and applications, nevertheless it is absolutely true that, in order to obtain good positioning accuracies, it is necessary to investigate very well the behaviour of these MEMS sensors and realize special test calibrations, both in static and kinematic conditions. In order to evaluate the potentialities (and the limits) of these sensors, comparative tests have been realized considering MEMS inertial sensors with different characteristics and different performances, First of all, a static calibration of the sensors has been made, in order to compare the bias values and their stability with respect to the time. In particular, an Allan-variance analysis and a modified six position static test were carried out for each sensor, preserving carefully the same environment conditions for all the tests. After the lab tests, the performances of all the sensors were compared in a field kinematic test, integrating their data with a GPS solution.
不同mems imu的性能比较
MEMS惯性传感器广泛用于尺寸、重量、功率和成本是关键方面的导航应用,例如自动驾驶车辆控制和行人导航。否则,如果毫无疑问,MEMS技术代表了低成本的基于惯性的传感器和应用的一个有趣的转折点,然而,这是绝对正确的,为了获得良好的定位精度,有必要很好地研究这些MEMS传感器的行为,并在静态和运动条件下实现特殊的测试校准。为了评估这些传感器的潜力(和局限性),考虑了不同特性和不同性能的MEMS惯性传感器,进行了对比测试。首先,对传感器进行了静态校准,比较了传感器的偏差值及其随时间的稳定性。特别地,对每个传感器进行了艾伦方差分析和改进的六位置静态测试,仔细地为所有测试保持相同的环境条件。在实验室测试后,在现场运动学测试中比较了所有传感器的性能,并将其数据与GPS解决方案相结合。
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