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Application of the Residual Analysis Method for Data Fusion in Exterior Ballistics

机译:残差分析法在外部弹道数据融合中的应用

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In this study, in order to resolve the problem of data fusion in the trajectory calculation by many measurement elements, the method of calculating the parameters of exterior ballistics is proposed. The fusion is done by the nonlinear regression model of the reduced parameter model. The residual analysis method is used to diagnose and select the measurement elements which take part in solving fusion and the optimum trajectory is selected from the results trajectory. The result of experiments showed that the residual analysis method can diagnose the abnormal measurement elements in the fusion data processing effectively. The fusion result trajectory has good stability, the precision of the trajectory calculation is high and it has good effect of data fusion.
机译:为了解决在弹道计算中使用多个测量元素进行数据融合的问题,提出了计算外弹道参数的方法。融合是通过简化参数模型的非线性回归模型完成的。残差分析法用于诊断和选择参与求解融合的测量元素,并从结果轨迹中选择最佳轨迹。实验结果表明,残差分析方法可以有效地诊断融合数据处理中的异常测量要素。融合结果轨迹具有良好的稳定性,轨迹计算精度高,具有很好的数据融合效果。

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