离线估计飞机状态参数的非线性观测器

Non-Linear Observers for Off-line Estimating Aircraft States

  • 摘要: 借助于鲁棒观测器或卡尔曼-布西滤波器去估计飞行状态参数不仅可以取得那些测量精度不高或实际不可测量的状态参数,而且可以提供多余度信息,以提高飞行控制及导航系统的安全性.至今已研究了估计飞行力学的迎角及测滑角的各种结构的纵横向运动耦合的非线性观测器,并数字仿真了它们在各种机动飞行的估计特性.本文通过离线飞行试验验证这些数字仿真结果,试验结果证实了数字仿真结果的正确性.特别引人注目的是,具有线性加速度反馈的简化二阶的纵横向运动耦合的非线性观测器在各种机动飞行下迎角及侧滑角的估计值与相应的测量值均令人惊疑的一致,其估计精度达到了实际飞行控制及导航系统要求的0.2°范围内,而且试验也证实了这种观测器具有很好的抗大气紊流干扰及抗工作点(飞行状态)变化的鲁棒性.这些为在线的实际应用创造了条件.

     

    Abstract: In recent years,modern estimation theory—such as Kalman-Bucy-filter or Luenberger-observer1-5—has been applied to the estimation of aircraft states in order toprovide analytical Redundancy of flight control system.Linear estimation theory isquite successful in steady flight,but it fails in the case of intense nonlinear time-varying nonsteady manoeuvcr under stochastic atmospheric turbulence7.This paper introduces a few nonlinear observers with different structures,which take into account the coupling between longitudinal and lateral motions.Such observers can be applied to simultaneous estimation of the angle of attack and side slip angle fromaccurately measured flight test data either in the steady or in the nonsteady manoeuver conditions.As we know,the common sensor (wind vane) is not able to measure accurately both the angle of attack and the side slip angle.The off-line estimated results from flight test data prove that the observers withthe acceleration feedbacks have very good estimation qualitie in different flight manoeuvers,meeting the required accuracy of 0.2°in flight control system6.It is spectacular that these observers possess unexpectedly very strong robustness against stochastic atmospheric turbulence and against drastic changes of flight conditions.

     

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