基于无气味卡尔曼滤波的运载火箭完整性保护等级

Sheikh Arif Raihan, Sanat K. Biswas, A. Dempster
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引用次数: 0

摘要

提出了一种用于高度非线性动力系统(航天运载火箭)完整性监测的水平防护等级计算框架。对故障测量集进行离群值检测后计算保护等级。采用Unscented卡尔曼滤波(UKF)概念对运载火箭进行状态估计和防护等级计算。从离群点检测策略获得的最小可检测偏差和UKF的创新协方差用于计算满足标称操作条件的保护水平。利用模拟全球导航卫星系统(GNSS)伪距测量和运载火箭动力学的二阶微分方程对该框架进行了验证。
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Unscented Kalman Filter Based Protection Level for the Integrity of Space Launch Vehicle
A horizontal protection level (HPL) calculation framework for the integrity monitoring of a highly non-linear dynamic system (space launch vehicle) is presented. The protection level is calculated after outlier detection is performed in the faulty measurement sets. The Unscented Kalman Filter (UKF) concept is adopted for the state estimation and protection level calculation for the launch vehicle. The minimum detectable bias obtained from the outlier detection strategy and the innovation covariance from the UKF are used to calculate the protection level which satisfies the conditions of nominal operations. This framework is tested using simulated global navigation satellite system (GNSS) pseudorange measurements and the second order differential equations of the launch vehicle dynamics.
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