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LPV Model-Based Tracking Control and Robust Sensor Fault Diagnosis for a Quadrotor UAV

机译:基于LPV模型的四旋翼无人机跟踪控制和传感器故障诊断

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摘要

This work is dedicated to the design of a robust fault detection and tracking controller system for a UAV subject to external disturbances. First, a quadrotor modelled as a Linear Parameter Varying (LPV) system is considered as a target to design and to illustrate the proposed methodologies. In order to perform fault detection and isolation, a robust LPV observer is designed. Sufficient conditions to guarantee asymptotic stability and robustness against disturbance are given by a set of feasible Linear Matrix Inequalities (LMIs). Furthermore, the observer gains are designed with a desired dynamic by considering pole placement based on LMI regions. Then, a fault detection and isolation scheme is considered by mean of an observer bank in order to detect and isolate sensor faults. Second, a feedback controller is designed by considering a comparator integrator control scheme. The goal is to design a robust controller, such that the UAV tracks some reference positions. Finally, some simulations in fault-free and faulty operations are considered on the quadrotor system.
机译:这项工作致力于为受外部干扰的无人机设计鲁棒的故障检测和跟踪控制器系统。首先,建模为线性参数可变(LPV)系统的四旋翼飞机被视为设计和说明所提出方法的目标。为了执行故障检测和隔离,设计了一个强大的LPV观察器。一组可行的线性矩阵不等式(LMI)给出了保证渐近稳定性和鲁棒性的充分条件。此外,通过考虑基于LMI区域的极点位置,将观察者增益设计为具有所需的动态。然后,借助于观察者组考虑故障检测和隔离方案,以便检测和隔离传感器故障。其次,通过考虑比较器积分器控制方案来设计反馈控制器。目的是设计一个鲁棒的控制器,以使无人机跟踪某些参考位置。最后,在四旋翼系统上考虑了一些无故障和故障操作的仿真。

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