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Simulation research on high precision multimode GNSS positioning algorithm

机译:高精度多模GNSS定位算法仿真研究

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The traditional Gauss-Newton iterative method is highly dependent on the initial value when locating the multimode GNSS receiver. If the difference between the initial value and the true value is higher, the algorithm has the problem of increasing number of iterations, and the algorithm lacks the self main monitoring process of the GNSS receiver, which leads to a great reduction in the positioning accuracy. A high precision multi-mode GNSS positioning algorithm is proposed. It is based on the composition and working principle of multimode GNSS multimode receiver, and the pseudo distance positioning distance is obtained by using GNSS multi constellation combined location algorithm. It uses a direct algorithm without initial value and iteration through the new algorithm of high precision positioning. After linearizing the pseudo range location distance equation, the user's general position is calculated. After the pseudo range location distance equation is carried out in the general position of the user, the user's position correction is calculated by weighted least squares, and the exact location of the user is obtained. The receiver autonomous integrity monitoring (RAIM) algorithm based on the least square residual method of GNSS receiver is used to realize the self-improvement monitoring of GNSS, and to further improve the precision of the multi-mode GNSS positioning algorithm. Experimental results show that the proposed location algorithm has high location accuracy and stability.
机译:传统的Gauss-Newton迭代方法高度依赖于定位多模GNSS接收器时的初始值。如果初始值和真值之间的差值较高,则该算法存在越来越多的迭代次数的问题,并且该算法缺乏GNSS接收器的自主监视过程,这导致定位精度的大大降低。提出了一种高精度多模GNSS定位算法。它基于多模GNSS多模接收器的组成和工作原理,通过使用GNSS多星座组合位置算法获得伪距离定位距离。它通过新的高精度定位算法使用直接算法而无需初始值和迭代。在线化伪范围位置距离方程之后,计算用户的一般位置。在伪距离位置距离方程在用户的一般位置执行之后,用户的位置校正由加权最小二乘来计算,并且获得用户的精确位置。基于GNSS接收器的最小正方形残差方法的接收器自主完整性监测(RAIM)算法用于实现GNSS的自我提升监测,进一步提高多模GNSS定位算法的精度。实验结果表明,所提出的位置算法具有高位置精度和稳定性。

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