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A Novel Central Difference Kalman Filter with Application to Spacecraft Control

机译:新型中心差分卡尔曼滤波器及其在航天器控制中的应用

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Spacecraft tracking is a very important issue in the domain of spacecraft control.Traditional EKF method can not work well when the system noise is large and initial estimation is less accurate.In order to solve this,a novel central difference Kalman filter based on maxiam likehood posterior function is proposed in this paper.The second step of Kalman filter was modified in order to achieve better performance and a typical spacecraft tracking problem is given to show the advances the proposed method.
机译:航天器跟踪是航天器控制领域中一个非常重要的问题。传统的EKF方法在系统噪声较大且初始估计精度较差时不能很好地解决问题。为此,提出了一种基于极大似然的新型中心差卡尔曼滤波器为了实现更好的性能,对卡尔曼滤波器的第二步进行了修改,并给出了典型的航天器跟踪问题,以说明该方法的改进。

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