Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance

被引:6
作者
Patrizi, Gabriele [1 ]
Catelani, Marcantonio [1 ]
Ciani, Lorenzo [1 ]
Carratu, Marco [2 ]
Pietrosanto, Antonio [2 ]
Sommella, Paolo [2 ]
Betta, Giovanni [3 ]
Capriglione, Domenico [3 ]
机构
[1] Univ Florence, Dept Informat Engn, Via S Marta 3, Florence, Italy
[2] Univ Salerno, Dept Ind Engn, Via Giovanni Paolo II 132, Fisciano, Italy
[3] Univ Cassino & Southern Lazio, Dept Informat & Elect Engn Maurizio Scarano, Via G Di Biasio 43, Cassino, FR, Italy
来源
2022 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2022) | 2022年
关键词
Accelerometer; Diagnostic; Gyroscope; Inertial Measurement Unit; Reliability; Testing; INERTIAL MEASUREMENT UNIT; MEMS; CALIBRATION;
D O I
10.1109/I2MTC48687.2022.9806683
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Nowadays, low-cost Inertial Measurement Units (IMUs) can be easily found in several applications belonging to different fields such as automotive, healthcare, robotics, autonomous driving, and many others. In most cases, such devices are MEMS-based IMUs and can be requested to operate in a harsh environment characterized by vibration and wide temperature changes. However, most of the time, low-cost devices are not provided by a rigorous characterization, as an example, a mathematical relationship regarding their dependency on the temperature is generally not given. For this reason, the paper has investigated the design of a temperature stress test in order to verify the reliability of a commonly adopted low-cost IMU and its dependency on temperature changes. More in detail, three identical IMUs have been considered, analyzing both the repeatability of the IMU's behavior providing several test repetitions and the influence of the particular IMU orientation on the sensors'output during the stress test. Thanks to the results obtained, a first calibration guideline for the temperature compensation has been proposed and applied to the IMUs under test.
引用
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页数:6
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