DocumentCode :
118213
Title :
Influence of warpage on the state estimation of a MEMS-based gyro-free inertial measurement unit
Author :
Shuai Yu ; Chaojun Liu ; Shengzhi Zhang ; Xuebing Yuan ; Qiang Dan ; Sheng Liu
Author_Institution :
Sch. of Mech. Sci. & Eng., Univ. of Sci. & Technol., Wuhan, China
fYear :
2014
fDate :
12-15 Aug. 2014
Firstpage :
43
Lastpage :
47
Abstract :
In this paper, we investigate the influence of warpage on the state estimation of the gyro-free IMU. A configuration-optimized gyro-free IMU is designed for investigation. Four triaxial MEMS accelerometers with specified configuration are used in order to directly determine the magnitude and sign of the angular velocity without integration. An optimized configuration geometry is presented to increase the observability of the body motion since the performance of the gyro-free IMU is affected by the configuration geometry of the distributed accelerometers. An effective unscented Kalman filter (UKF) is applied to estimate the system state. The mechatronic implementation of the distributed accelerometers consists of four triaxial MEMS accelerometers, each mounted on a separate board. The warpage model of the board based on thermal stress is built and developed. The main assumptions of this model are that the material of the board is FR4 which is widely used in Printed Circuit Board (PCB) and accelerometers are all rigid. Temperature is set within operating temperature ranging from -40°C to +85°C. We analyze the board warpage induced by thermal stress at -40°C, room temperature (+25°C) and +85°C. Then the position and sensing direction errors of each accelerometer are obtained from the simulation results respectively. Consequently, the board state is robustly estimated by the applied UKF. The results show that warpage induces errors to state estimation of a gyro-free IMU.
Keywords :
Kalman filters; accelerometers; angular velocity measurement; distributed sensors; geometry; mechatronics; microsensors; motion measurement; nonlinear filters; printed circuits; state estimation; thermal stresses; units (measurement); FR4 material; MEMS-based gyrofree inertial measurement unit; PCB; UKF; angular velocity measurement; body motion observability; configuration geometry; distributed accelerometer; gyro-free IMU; mechatronic implementation; optimization; printed circuit board; sensor; state estimation system; temperature -40 degC to 85 degC; temperature 293 K to 298 K; thermal stress; triaxial MEMS accelerometer; unscented Kalman filter; warpage influence; Acceleration; Accelerometers; Angular velocity; Mathematical model; State estimation; Vectors; gyro-free IMU; state estimation; unscented Kalman filter; warpage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Packaging Technology (ICEPT), 2014 15th International Conference on
Conference_Location :
Chengdu
Type :
conf
DOI :
10.1109/ICEPT.2014.6922581
Filename :
6922581
Link To Document :
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