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Research on Small UAV Integrated Navigation System Based on Fault Detection and Isolation Algorithm

机译:基于故障检测与隔离算法的小型无人机组合导航系统研究

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The role of the uav navigation system is to provide navigation data to the flight control computer for guidance and control. Any error in the navigation system may lead to the failure of the whole UAV. Therefore, the navigation system should have fault detection and isolation (FDI) algorithm. This paper studies a low-cost integrated navigation system with fault detection and isolation (FDI) for uav navigation. The hardware includes low-cost commercial MEMS, GPS receiver, magnetometer and navigation computer, and the software includes kalman filter with FDI algorithm. Through simulation experiments, it is verified that the system has certain practical value with faster convergence and smaller combination error after adopting FDI algorithm.
机译:无人机导航系统的作用是将导航数据提供给飞行控制计算机以进行指导和控制。导航系统中的任何错误都可能导致整个无人机的故障。因此,导航系统应具有故障检测和隔离(FDI)算法。本文研究了一种具有故障检测和隔离(FDI)的低成本组合导航系统,用于无人机导航。硬件包括低成本的商用MEMS,GPS接收器,磁力计和导航计算机,软件包括具有FDI算法的卡尔曼滤波器。通过仿真实验证明,采用FDI算法后,该系统具有一定的实用价值,收敛速度更快,合并误差较小。

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