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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 for updating all attitude angles of an agricultural machine on the basis of a nine-axis MEMS sensor, comprising the following steps: establishing a gyroscope error model, an electronic compass calibrating ellipse model, and a seven-dimensional EKF filtering model, and setting corresponding parameter vectors for vehicle motion attitudes (S1); obtaining acceleration data, angular velocity data, and Earth's magnetic field strength data of a vehicle motion in real time (S2); computing the angle, the velocity, the location information, and the steering angle of the vehicle by means of the established gyroscope error model and electronic compass calibrating ellipse model (S3); performing data fusing processing on the angle, the velocity, the location information, and the steering angle of the vehicle by means of the seven-dimensional EKF filtering model, and updating motion attitude angles of the vehicle in real time (S4). Said steps of the method achieve a small error and high precision, and therefore are stable and reliable.
机译:一种基于九轴MEMS传感器更新农机所有姿态角的方法,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,以及为车辆运动姿态设置相应的参数矢量(S1);实时获取车辆运动的加速度数据,角速度数据和地磁场强度数据(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,位置信息和转向角(S3);通过七维EKF滤波模型对车辆的角度,速度,位置信息和转向角进行数据融合处理,并实时更新车辆的运动姿态角(S4)。该方法的所述步骤实现了小的误差和高精度,因此是稳定和可靠的。

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