互补滤波器在IMU传感器中的定位

M. Öz, Serkan Budak, Ender Kurnaz, Akif Durdu
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摘要

近年来,无人驾驶飞行器(UAV)系统的使用有所增加。因此,对无人机的研究在今天有所增加。在这个方向上,利用国内资源生产无人机系统变得越来越重要。本研究的目标是开发一套国内和国家的飞行控制卡和软件。在为无人机设计的飞行控制板中,其目的是保持飞行器在空中的平衡。平台方位的精确测量在航空航天、机器人、导航、船舶、机器交互等诸多应用中发挥着重要作用[1]。采用惯性测量单元(IMU)传感器对无人机的姿态进行精确测量。IMU传感器具有重量轻、能耗低等优点,在无人机中得到了广泛的应用。在这个方向上,IMU传感器中出现了对滤波器的需求,用于精确测量无人机的方向。在本研究中,在IMU传感器上应用了互补滤波器。由于这个滤波器,已经观察到从IMU传感器接收到的数据的准确性有所增加。在此基础上,提出了比例积分导数(PID)算法,实现了车辆的平衡控制。本研究采用基于ARMCortex-M4的STM32F407VG单片机和MPU6050作为IMU传感器。软件首选Keil-uVision5编译器。因此,在IMU传感器上应用互补滤波器,可以获得较高的无人机方向检测精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Orientation Determination in IMU Sensor with Complementary Filter
The use of unmanned aerial vehicles (UAV) systems has increased in recent years. Therefore,studies on UAVs have increased today. In this direction, the production of UAV systems with domestic resources has gained importance. In this study, it is desired to develop a domestic and national flight control card and software. In the flight control board designed for the UAV, it is aimed to keep the vehicle in balance in the air. Accurate measurement of platform orientation plays an important role in many applications such as aerospace, robotics, navigation, marine, machine interaction [1]. Inertial Measurement Unit (IMU) sensor was used to accurately measure the orientation of the UAV. IMU sensor is widely used in UAVs due to its light weight and low energy consumption. In this direction, the need for a filter has emerged in the IMU sensor, which is used to accurately measure the orientation of the unmanned aerial vehicle. In this study, a complementary filter was applied on the IMU sensor. Thanks to this filter, it has been observed that the accuracy of the data received from the IMU sensor has increased. Based on the data obtained, a Proportional Integral Derivative (PID) algorithm was developed, and the vehicle was kept in balance. In this study, ARMCortex-M4 based STM32F407VG microcontroller and MPU6050 as IMU sensor were used. Keil-uVision5 compiler is preferred for software. As a result, high accuracy in the orientation detection of unmanned aerial vehicles was obtained by applying a complementary filter on the IMU sensor.
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