互补滤波在低成本四旋翼姿态解算中的应用
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西安工业大学

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TP23

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Application of complementary filtering in low cost four-rotor attitude solution
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    摘要:

    针对低成本四旋翼无人机的姿态测量,设计了一种基于多传感器数据融合的四旋翼无人机姿态解算方案。由于传感器自身特性,使得单个传感器很难准确测量四旋翼无人机的姿态,通过采用多个传感器进行无人机姿态测量,然后使用互补滤波算法对传感器的数据进行处理,从而解算出无人机的姿态角。为了验证互补滤波算法在四旋翼无人机姿态估计中的有效性,搭建了四旋翼无人机仿真平台,基于仿真平台设计了多种无人机飞行的工况,通过在不同工况下互补滤波算法对四旋翼无人机姿态估计的结果,验证互补滤波算法有效的应用范围。

    Abstract:

    Aiming at the attitude measurement of low-cost quadrotor UAV, a four-rotor unmanned attitude solution scheme based on multi-sensor data fusion was designed. Due to the characteristics of the sensor, it is difficult for a single sensor to accurately measure the attitude of the four-rotor UAV. In this paper, multiple sensors are used to measure the attitude of the UAV, and then the complementary filter algorithm is used to process the data of the sensor to solve attitude angle of the drone. In order to verify the effectiveness of the complementary filtering algorithm in the attitude estimation of quadrotor UAV, a four-rotor UAV simulation platform was built. Designed a variety of UAV flight conditions based on the simulation platform. The results of the attitude estimation of the quadrotor UAV by the complementary filtering algorithm under different working conditions. Verify the effective application range of the complementary filtering algorithm.

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  • 收稿日期:2019-05-29
  • 最后修改日期:2019-07-22
  • 录用日期:2019-07-26
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