A New Algorithm of Detecting and Correction Cycle Slips in Dual-Frequency GPS

Li Gun, Hu Yong-hui, Zhou Wei
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引用次数: 6

Abstract

Detecting and reconstructing the cycle slip are very important in GPS carrier phase time transfer (GPS CPTT). Many kinds of algorithms have been developed in the past several years especially using GIPSY OASIS software developed by JPL (Jet Propulsion Laboratory) for estimating ambiguity resolution and solving cycle slip problem. NTSC has installed one geodetic like dual frequency Ashtech Z12T receiver for GPS CPTT investigation. The GPS carrier phase time transfer data have been obtained using this receiver at NTSC (National time service center, Chinese Academy of Sciences). In this paper, a new algorithm of TWO STEP method for detecting outliers and cycle slips in dual-frequency GPS is presented. Firstly, using Kalman filter in the model of the 3rd order polynomial for a larger cycle slips, such as larger than 2cycles. Secondly, estimating and reconstruction small cycle slips(less than 1) by using Daubechies wavelet. The details of algorithm are given. The processing result using the algorithm is presented. It is applicable to the carrier phase measurement with one sample per 30 second. The calculated results using data of GPS on NTSC show that the algorithm is so efficiency that it can accurately find the small cycle slip less than one cycle
一种新的双频GPS周期跳检测与校正算法
在GPS载波相位时传递(GPS CPTT)中,周跳的检测和重构是非常重要的。近年来,人们开发了多种算法,特别是利用喷气推进实验室(JPL)开发的GIPSY OASIS软件来估计模糊度分辨率和求解周期滑动问题。NTSC为GPS CPTT调查安装了一台像大地测量仪一样的双频Ashtech Z12T接收机。利用该接收机在中国科学院国家授时中心获得了GPS载波相位时传输数据。本文提出了一种双频GPS异常点和周跳检测的新算法——TWO STEP法。首先,在模型中使用卡尔曼滤波的三阶多项式来处理较大的周跳,如大于2个周期。其次,利用Daubechies小波估计和重建小于1的小周跳。给出了具体的算法。给出了该算法的处理结果。适用于每30秒一个样品的载波相位测量。利用NTSC上的GPS数据计算结果表明,该算法能够准确地找到小于1个周期的小周差,具有很高的效率
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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