基于参考站网的实时快速PPP研究
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摘要
实时精密单点定位(Real-Time Precise Point Positioning, RT-PPP)技术是当前GPS导航定位领域的研究热点,也是未来在全球范围内实现实时高精度静态或动态定位的关键技术之一。PPP技术相对差分GPS技术在诸多方面具有优势:模型简单,可用观测值多,测站间的观测值不相关有利于质量控制,能直接得到高精度的ITRF测站坐标、接收机钟差和绝对的对流层延迟(Zenith Tropospheric Delay,ZTD),测站与测站之间无距离限制,计算量和耗时仅是测站数的线性增长等。PPP技术在大地测量、坐标框架维持、航空动态测量、低轨卫星精密定轨、大气研究、时问传递、灾害天气预报、海平面变化监测以及海啸预警等领域都有很广泛的应用前景。
     对实时PPP技术而言,必须使用实时的精密卫星钟差,但目前IGS所提供的IGU预报钟差精度较低,不能满足实时PPP定位的厘米级精度要求,因此,实时卫星钟差的获取成了实现实时PPP技术的关键技术。此外,在常规PPP模型中,非差模糊度参数的非整数型致使其定位通常需要至少30分钟甚至更长的收敛时间才能获得厘米级的定位精度。当周跳、失锁和其它数据中断现象发生的时候,模糊度都必须重新进行初始化。可见,无论是初始化还是重新初始化都是实现快速PPP定位的主要限制。
     目前,国内外许多国家、地区和组织已经部署了大小不等的全球或区域连续运行参考站网(比如CORS、IGS和EPN等)。CORS作为一种获取空间地理数据的现代测绘信息基础设施,能够提供连续、快速、可靠和高精度的动态定位和大气信息,已在测绘、天气预报、大气探测和交通导航等众多行业和领域得到非常广泛的应用。
     本论文基于全球或区域连续运行参考站网,针对实时快速PPP技术存在的关键问题,重点研究了实时估计卫星钟差的方法、实时ZTD获取方法、暴雨前后实时ZTD及其增量的时间序列变化特点和区域增强的快速PPP定位。本文的主要成果和贡献如下:
     1)研究了基于GPS参考站网的非差无电离层组合观测值和IGU预报轨道实时估计高精度卫星钟差的方法,并分析了测站数和观测数据量与卫星钟差估计精度、收敛速度和处理耗时之间的影响关系,这些关系对于保证钟差估计精度和快速解算具有一定的参考价值。
     2)分析了水平梯度和映射函数对实时PPP-ZTD估计精度的影响。这些分析对提高和保证PPP-ZTD估计精度具有一定的实用价值和现实意义。
     3)提出了一种基于区域参考站网的非差观测值和IGU预报轨道实时获取ZTD的新方法。基于该方法计算的非差ZTD与PPP-ZTD结果的精度相当,它们之间的平均偏差及其RMS分别优于5mm和6mm。
     4)提出了一种将基于区域参考站网络获取的高精度PPP-ZTD时间序列用于暴雨短临预报的新方法。通过对暴雨来临前后PPP-ZTD时间序列变化特点的分析,揭示了其与后续降水量之间对应关系的规律,这种规律可为目前的短临预报系统提供有用的辅助参考信息,增加暴雨短临预报的能力。
     5)提出了一种基于区域连续运行参考站网增强的快速PPP定位新算法。与其它研究方法的最大不同在于该算法采用星间历元间差分模型,消除模糊度和接收机钟差参数,得以实现快速PPP定位。
Currently, RT-PPP (Real-Time Precise Point Positioning) has been one of the key technologies to achieve real-time high-precision static or dynamic positioning globally in the future. PPP is better than DGPS (Differential GPS) in many aspects, because it has a simple observation model, have more available observations, have unrelated observations between stations which is conducive to quality control, can directly getting accurate ITRF station coordinates, receiver clock bias and absolute ZTD (Zenith Tropospheric Delay), has no distance limitations between the stations, and its time-consuming and computation is only a linear growth to the number of station. PPP have a very broad application prospects, which can be used for geodesy, reference frame maintenance, aviation dynamic measurement, precision orbit determination of LEO satellites, atmospheric research, time transfer, disaster weather forecasts, sea level changes monitoring, tsunami early warning and other fields.
     Real-time PPP must use real-time precise satellite clock biases (SCBs). Although IGS (International GNSS Services) has provided the IGU (IGS Ultra-rapid) SCBs, it can't achieve the centimeter-level positioning accuracy in Real-time PPP because of the low prediction accuracy of SCBs. Therefore, the acquisition of real-time SCBs has become one of the key technologies to real-time PPP technology. In Conventional PPP model, the existence of non-integer un-differenced ambiguity parameters resulting in its positioning usually takes at least30minutes or longer convergence time to obtain centimeter-level positioning accuracy. When a cycle slip, loss of lock and other data disruption occurs, the ambiguity must be re-initialized. it can be seen, whether initialized or reinitialized are the major limitations of fast PPP.
     At present, many foreign and domestic countries and regions have already deployed many different sizes of global or regional reference station networks, such as CORS, IGS and EPN. CORS is used as the modern survey information infrastructure to get geospatial data, which can provide continuous, fast, reliable and high-precision kinematic positioning and atmospheric information, have been widely used in surveying and mapping, weather forecasting, atmospheric detection, traffic navigation and many other fields.
     The thesis focused on the existing problems of real-time rapid PPP technology based on the global or regional reference station networks, such as method of estimating real-time SCBs, the acquisition of real-time ZTD, the characteristics analysis of ZTD time series during the rainstorms and regional augemented rapid PPP. Main achievements and contributions are as follows:
     1) A real-time estimation method of high-precision SCBs by using the IGU prediction orbit and undifferenced ionosphere-free observations combination of the GPS reference stations network was studied. The relationship between observation amounts and real-time SCBs estimation precision, convergence speed and process time-consuming was analyzed. These relationships have a certain reference value to ensure the SCBs' estimation accuracy and rapid solution.
     2) The effects of horizontal gradient and three main mapping functions on the estimation accuracy of PPP-ZTD were comparative analyzed. Results have shown that adding the horizontal gradient correction term and using appropriate mapping functions are favorable to improve PPP-ZTD precision. These conclusions has a certain practical value and significance to ensure the estimation precision of PPP-ZTD.
     3) A new approach for obtaining the real-time ZTD was proposed, which was based on the IGU prediction orbit and the undifference observation. The average deviations between the new real-time ZTD and IGS-ZTD are better than5mm, their RMSs are no more than6mm.
     4) A new approach was proposed to access the real-time PPP-ZTD time series, which can be used for the short-term predictions of heavy rainfall, based on the regional CORS network and PPP technology. Experimental analysis disclosed that the ZTD time series had a good correlation with the intensity of subsequent precipitation. These phenomenons have a certain reference value and indicating role to the short-term prediction of rainstorms.
     5) A new algorithm based on the augument of regional reference stations network was proposed to achieve the rapid PPP. Differ from other methods, this algorithm used the Satellite-Differenced Epoch-Differenced (SDED) technology, which can eliminate the receiver clock biases and ambiguities, avoiding the ambiguities convergence or fixed and achieving the rapid PPP.
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