Effect of dynamic model of satellite on accuracy of attitude estimation with unknown star sensor noise level

H. Bolandi, F. F. Saberi
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引用次数: 3

Abstract

In this paper we will design an interacting multiple models adaptive attitude estimator (IMMAE) for a satellite with unknown star sensor noise level. This algorithm will be designed once using only kinematic model of the satellite which will be entitled 6-state IMMAE method and once using kinematic and dynamic models of the satellite which will be entitled 12-state IMMAE method. The results will be compared to illustrate the effect of dynamic model of satellite on accuracy of attitude estimation through numerical simulations. In this method, high fidelity gyro and star sensor models are used to evaluate the design in realistic situation associated with gyro errors and star sensor noise level uncertainties.
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星敏感器噪声水平未知时卫星动态模型对姿态估计精度的影响
本文针对星敏感器噪声水平未知的情况,设计了一种交互多模型自适应姿态估计器。该算法将只使用卫星的运动学模型进行设计,称为6状态IMMAE方法,同时使用卫星的运动学和动力学模型进行设计,称为12状态IMMAE方法。通过数值模拟,比较了卫星动态模型对姿态估计精度的影响。该方法采用高保真度陀螺仪和星敏感器模型,对存在陀螺仪误差和星敏感器噪声级不确定性的实际情况下的设计进行评估。
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