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METHOD FOR UPDATING ALL ATTITUDE ANGLES OF AGRICULTURAL MACHINE ON THE BASIS OF NINE-AXIS MEMS SENSOR

机译:基于九轴MEMS传感器的农业机械所有姿态角的更新方法

摘要

A method of updating an all-attitude angle of an agricultural machine based on a nine-axis MEMS sensor includes the following steps: establishing an error model of a gyroscope, an electronic compass calibration ellipse model and a seven-dimensional EKF filtering model, and setting a parameter vector corresponding to a vehicle motional attitude (S1); acquiring data including an acceleration and an angular velocity of a motion of vehicle, and an geomagnetic field intensity in real time (S2); calculating an angle, a velocity, position information, and a course angle of the vehicle by established error model of the gyroscope and the electronic compass calibration ellipse model(S3); data-fusion processing the angle, the velocity, the position information and the course angle of the vehicle by the seven-dimensional EKF filtering model, and updating a motional attitude angle of the vehicle in real time. The steps of the method have a small error, high precision, and reliability.
机译:一种基于九轴MEMS传感器的农机全姿态角更新方法,包括以下步骤:建立陀螺仪误差模型,电子罗盘校准椭圆模型和七维EKF滤波模型,以及设置与车辆运动姿态相对应的参数矢量(S1);实时获取包括车辆运动的加速度和角速度以及地磁场强度的数据(S2);通过建立的陀螺仪误差模型和电子罗盘校准椭圆模型,计算车辆的角度,速度,位置信息和行进角(S3);数据融合通过七维EKF滤波模型处理车辆的角度,速度,位置信息和行进角,并实时更新车辆的运动姿态角。该方法的步骤误差小,精度高,可靠性高。

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