Application of fixed interval smoothing to GPS/DR integrated navigation system

Yanjuan Yang, Z. Jin, W. Tian, Feng Qian
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引用次数: 7

Abstract

This paper describes an application of R-T-S fixed interval optimal smoothing technique in GPS/DR integrated navigation system. Usually, a Kalman filter is used to estimate the navigation parameters of GPS/DR integrated navigation system. The precision of optimal smoothing is higher than that of Kalman filter from the theories point of view. So this paper uses R-T-S smoothing technique to test and evaluate GPS/DR integrated navigation system via post processing of navigation system via post processing of navigation data. The semi-physical simulation is implemented on computer with the static test data given by GPS and DR. The results show that R-T-S smoothing can effectively test and evaluate the GPS/DR integrated navigation system accuracy, and it is a valid post processing method.
固定间隔平滑在GPS/DR组合导航系统中的应用
本文介绍了R-T-S固定间隔最优平滑技术在GPS/DR组合导航系统中的应用。在GPS/DR组合导航系统中,通常采用卡尔曼滤波来估计导航参数。从理论上讲,最优平滑的精度高于卡尔曼滤波。因此,本文采用R-T-S平滑技术,通过对导航系统进行后处理,对GPS/DR组合导航系统进行测试和评价。利用GPS和DR给出的静态测试数据在计算机上进行了半物理仿真,结果表明,R-T-S平滑可以有效地测试和评价GPS/DR组合导航系统的精度,是一种有效的后处理方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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