CN117420571A - Far coast static and dynamic reference station networking positioning method and system based on floating platform - Google Patents
Far coast static and dynamic reference station networking positioning method and system based on floating platform Download PDFInfo
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Abstract
本发明提供一种基于浮动平台的远海岸静动态基准站联网定位方法及系统,包括在浮标平台基础上,设置通用的海上动态基准站;获取海上动态基准站位置坐标并上传至云端服务器;将沿海静态基准站信息上传至云端服务器,并与海上动态基准站一起构建静动态基准站网数据库;对于海洋精密工程用户,获得相应用户站概略坐标并上传至云端服务器,并请求高精度增强定位服务;结合用户站概略坐标,在静动态基准站网数据库中寻找构成为该海洋精密工程用户定位服务的静动态基准站网子集;根据子集的分布情况,开展静动态基站网联合精密定位服务,其中当查询到基准站类型为海上动态基准站时,进行对于动态基准站的坐标参数解算及约束。
The invention provides a far-coast static and dynamic reference station network positioning method and system based on a floating platform, which includes setting up a general maritime dynamic reference station on the basis of a buoy platform; obtaining the position coordinates of the maritime dynamic reference station and uploading them to a cloud server; Coastal static base station information is uploaded to the cloud server, and together with the maritime dynamic base station, a static and dynamic base station network database is constructed; for marine precision engineering users, the approximate coordinates of the corresponding user station are obtained and uploaded to the cloud server, and high-precision enhanced positioning services are requested. ; Combined with the rough coordinates of user stations, search for the static and dynamic base station network subsets that constitute the user positioning service for this marine precision engineering in the static and dynamic base station network database; carry out static and dynamic base station network joint precision positioning services based on the distribution of the subsets , where when the type of the base station is queried to be a maritime dynamic base station, the coordinate parameters and constraints of the dynamic base station are solved.
Description
技术领域Technical field
本发明涉及基于GNSS(Global Navigation Satellite System)高精度数据处理服务领域,尤其涉及一种为满足远海岸精密工程测量厘米级定位需求,基于浮标等海面浮动平台建立动态基准站,实现静动态基准站联网定位服务的技术方案。The present invention relates to the field of high-precision data processing services based on GNSS (Global Navigation Satellite System), and in particular to a method of establishing a dynamic base station based on a floating platform on the sea surface such as a buoy to meet the centimeter-level positioning requirements for far-coast precision engineering measurements to realize a static and dynamic base station. Technical solutions for networked positioning services.
背景技术Background technique
当前我国提倡促进海洋牧场、海洋风电场、跨海桥隧等海洋基础设施发展,逐步从近海岸向远海岸、浅水深向大水深、水下有人向少人无人发展,新的趋势带来新的挑战,亟需突破远海岸卫星高精度定位。At present, our country advocates the development of marine infrastructure such as marine pastures, marine wind farms, and cross-sea bridges and tunnels, and gradually develops from near coast to far coast, shallow water depth to large water depth, and people to few people and no people underwater. The new trend brings New challenges require an urgent breakthrough in high-precision positioning of far-coast satellites.
RTK(Real-time Kinematic)和PPP(Precise Point Positioning)是当前北斗/GNSS高精度卫星导航代表性技术。基于PPP技术,目前已有商业公司通过融合北斗、GPS、Galileo多系统数据,实现了全球范围内用户厘米级定位。然而在远海岸精密工程测量中,其定位性能在复杂海/汽环境下存在精度不可靠,频繁重收敛等问题。RTK技术得益于其定位精度优、收敛速度快、可靠性强等优势,目前已广泛应用于海洋精密工程测量等,然而其服务范围一般不超过20公里。在基于RTK技术的远海岸工程作业中,通常还需要通过打桩等方式在海上架设静态基准站以满足RTK差分增强中参考站距离需求。随着海洋工程从近海到远海、浅水到深水发展,海上静态基准站施工难度不断加大,建设成本不断增高。此外,即使是采用高成本打桩的方式建立的海上基准站,在远海岸大水深条件下也不可避免存在明显的摆动变形等,因此必须考虑远海岸大水深基准站的“动态性”,这是当前亟待解决的技术问题。RTK (Real-time Kinematic) and PPP (Precise Point Positioning) are the current representative technologies of Beidou/GNSS high-precision satellite navigation. Based on PPP technology, there are currently commercial companies that have achieved centimeter-level positioning of users around the world by integrating Beidou, GPS, and Galileo multi-system data. However, in far-coast precision engineering measurements, its positioning performance has problems such as unreliable accuracy and frequent re-convergence in complex sea/steam environments. RTK technology benefits from its advantages such as excellent positioning accuracy, fast convergence speed, and strong reliability. It has been widely used in marine precision engineering surveying, etc. However, its service range generally does not exceed 20 kilometers. In far-coast engineering operations based on RTK technology, it is usually necessary to set up static base stations at sea through piling and other methods to meet the reference station distance requirements in RTK differential enhancement. With the development of marine engineering from offshore to far sea, shallow water to deep water, the construction difficulty of offshore static reference stations continues to increase, and the construction cost continues to increase. In addition, even offshore base stations established by high-cost pile driving will inevitably have obvious swing deformation under large water depth conditions on the far coast. Therefore, the "dynamics" of the far coast large water depth base station must be considered. This is Current technical issues that need to be resolved urgently.
发明内容Contents of the invention
针对海岸基准站差分增强服务覆盖范围有限,海上静态基准站建设成本高,且不可避免存在摆动变形等,难以适用于远海岸高精度定位服务的问题,本发明结合海上已有浮标平台等,建设海上动态基准站,并通过与海岸静态基准站组网,实现远海岸高精度定位服务。In view of the problems that the differential enhanced service coverage of coastal reference stations is limited, the construction cost of static reference stations at sea is high, and swing deformation is inevitable, etc., making it difficult to apply to high-precision positioning services on far coasts. This invention combines existing buoy platforms at sea to construct Maritime dynamic base stations, and through networking with coastal static base stations, achieve high-precision positioning services on the far coast.
为了实现上述目的,本发明提出一种基于浮动平台的远海岸静动态基准站联网定位方法,包括以下过程,In order to achieve the above objectives, the present invention proposes a far-coast static and dynamic base station networking positioning method based on a floating platform, which includes the following processes:
在浮标平台基础上,设置通用的海上动态基准站;Based on the buoy platform, set up a general maritime dynamic base station;
获取海上动态基准站位置坐标,并将该坐标以及相关设备信息上传至云端服务器;Obtain the position coordinates of the maritime dynamic base station and upload the coordinates and related equipment information to the cloud server;
将沿海静态基准站位置坐标以及相关设备信息上传至云端服务器,并与海上动态基准站一起构建面向海洋工程测量定位服务的静动态基准站网数据库;Upload the location coordinates of coastal static base stations and related equipment information to the cloud server, and together with the maritime dynamic base stations, build a static and dynamic base station network database for marine engineering measurement and positioning services;
对于海洋精密工程用户,获得相应用户站概略坐标并上传至云端服务器,并请求高精度增强定位服务;For marine precision engineering users, obtain the approximate coordinates of the corresponding user station And upload it to the cloud server and request high-precision enhanced positioning services;
云端服务器针对海洋精密工程用户的高精度增强定位服务请求,结合用户站概略坐标,在静动态基准站网数据库中寻找相应海域海岸静态基准站以及海上动态基准站,构成为该海洋精密工程用户定位服务的静动态基准站网子集;The cloud server targets marine precision engineering users' high-precision enhanced positioning service requests, combined with the user's station rough coordinates , search for the corresponding sea area coastal static base stations and maritime dynamic base stations in the static and dynamic base station network database, forming a subset of the static and dynamic base station network serving the positioning of marine precision engineering users;
根据所得静动态基站网子集的分布情况,基于非差PPP-RTK或非差网络RTK开展静动态基站网联合精密定位服务,其中当查询到基准站类型为海上动态基准站时,将其坐标作为参数,与区域误差参数统一估计,进行对于动态基准站的坐标参数解算及约束。According to the distribution of the obtained static and dynamic base station network subsets, joint precision positioning services of static and dynamic base station networks are carried out based on non-difference PPP-RTK or non-difference network RTK. When the base station type is queried as a maritime dynamic base station, its coordinates are As a parameter, it is estimated uniformly with the regional error parameters to calculate and constrain the coordinate parameters of the dynamic base station.
而且,所述静动态基准站网数据库中,每条记录中包含该基准站/>序号/>;基准站类型/>为静态或动态站;/>为该基准站坐标,当为沿海静态基准站时,该坐标为准确坐标,当为海上动态参考站时,该坐标为初始坐标;/>为测站设备细节信息;/>为该基准站访问信息。Moreover, in the static and dynamic reference station network database, each record The base station is included in/> Serial number/> ;Base station type/> Is a static or dynamic site;/> are the coordinates of the base station. When it is a coastal static base station, this coordinate is an accurate coordinate. When it is a maritime dynamic reference station, this coordinate is the initial coordinate;/> Detailed information about the measuring station equipment;/> Access information for this base station.
而且,通过标准定位SPP获取海上动态基准站位置坐标。Moreover, the position coordinates of the maritime dynamic base station are obtained through standard positioning SPP.
而且,对于海洋精密工程用户,通过标准定位SPP获得相应用户站概略坐标。Moreover, for marine precision engineering users, the approximate coordinates of the corresponding user station can be obtained through standard positioning SPP .
而且,设寻找到个跟踪站/>,构成为该海洋精密工程用户定位服务的静动态基准站网子集/>;Moreover, suppose we find tracking stations/> , constituting a subset of the static and dynamic base station network for positioning services for marine precision engineering users/> ;
当静动态基站网子集分布较广时,进行以下步骤,When the static and dynamic base station network subsets are widely distributed, perform the following steps:
A:根据静动态基准站网子集中各基准站访问信息/>,实时接收各站实时观测数据,同时从网络或卫星获取实时轨道钟差产品/>,其中/>为卫星/>轨道参数,/>为卫星/>钟差参数;A: Based on a subset of static and dynamic base station networks Access information of each base station in China/> , receive real-time observation data from each station in real time, and obtain real-time orbit clock error products from the network or satellite/> , of which/> for satellite/> Orbital parameters,/> for satellite/> Clock error parameters;
B:查询子集中各基准站类型/>,当为静态站时,直接获得相应已知坐标/>;当为动态站时,以坐标/>为初值,结合实时轨道钟差产品/>,采用PPP方式获得精确坐标,并更新/>;B: Query subset Types of base stations in/> , when it is a static station, the corresponding known coordinates are obtained directly/> ;When it is a dynamic station, use coordinates/> is the initial value, combined with the real-time orbit clock error product/> , use PPP method to obtain accurate coordinates and update/> ;
C:结合实时轨道钟差产品,约束子集/>中各基准站坐标/>,采用网解模型解算区域误差参数/>,其中/>为对流层延迟改正值,/>为视距方向电离层延迟改正值,/>为卫星/>频率/>上的相位偏差改正值,由此形成以PPP-RTK为基础的状态域增强产品/> C: Combined with real-time orbit clock error products , constraint subset/> Coordinates of each base station in /> , use the network solution model to solve the regional error parameters/> , of which/> is the tropospheric delay correction value,/> is the ionospheric delay correction value in the line-of-sight direction,/> for satellite/> Frequency/> The phase deviation correction value on , thus forming a state domain enhancement product based on PPP-RTK/>
在采用网解模型解算时,当查询到基准站类型为动态站时,将其坐标作为参数,与区域误差参数统一估计;此外,通过轨道钟差产品采用PPP方式,以及附加双差模糊度闭合差检验的基线解算续贯处理方式,获取独立的坐标参数带入网解模型;When using the network solution model to solve, when the base station type is queried When it is a dynamic station, its coordinates are used as parameters and are estimated uniformly with the regional error parameters; in addition, through the PPP method of the orbital clock error product, and the baseline solution continuation processing method with an additional double-difference ambiguity closure error test, an independent The coordinate parameters are brought into the network solution model;
D:该海洋精密工程用户实时接收增强产品,并以该工程作业载体上搭载的基准站观测数据/>为基础,采用PPP-RTK算法实现用户厘米级精密定位;D: This marine precision engineering user receives enhanced products in real time , and use the base station observation data carried on the project operation carrier/> Based on this, the PPP-RTK algorithm is used to achieve centimeter-level precise positioning of users;
当静动态基站网子集在一个局域范围内分布时,进行以下步骤,When static and dynamic base station network subsets are distributed within a local area, perform the following steps:
A:根据静动态基准站网子集中各基准站访问信息/>,实时接收各站实时观测数据;A: Based on a subset of static and dynamic base station networks Access information of each base station in China/> , receiving real-time observation data from each station in real time;
B:查询子集中各基准站类型/>,当为静态站时,直接获得相应已知坐标/>;当为动态站时,以坐标/>为初值,结合实时轨道钟差产品/>,采用PPP方式获得其精确坐标,并更新/>;B: Query subset Types of base stations in/> , when it is a static station, the corresponding known coordinates are obtained directly/> ;When it is a dynamic station, use coordinates/> is the initial value, combined with the real-time orbit clock error product/> , use PPP method to obtain its precise coordinates, and update/> ;
C:约束子集中各基准站坐标/>,采用非差网络RTK模式解算区域误差,并生成该海洋精密工程作业船等载体的用户站概略坐标/>处的虚拟观测值/>;C: Constrained subset Coordinates of each base station in /> , using the non-differenced network RTK mode to solve the regional error, and generate the approximate coordinates of the user station of the marine precision engineering work vessel and other carriers/> Virtual observation value at/> ;
采用非差网络RTK模式解算时,当查询到基准站类型为动态站时,还需要将其坐标作为参数,与区域误差参数统一估计;此外,通过轨道钟差产品采用PPP方式,以及附加双差模糊度闭合差检验的基线解算续贯处理方式,获取独立的坐标参数带入非差网络RTK模型;When solving in non-difference network RTK mode, when the base station type is queried When it is a dynamic station, its coordinates need to be used as parameters to be uniformly estimated with the regional error parameters; in addition, through the PPP method of the orbit clock error product, and the baseline solution continuation processing method with an additional double-difference ambiguity closure error test, the Independent coordinate parameters are brought into the non-difference network RTK model;
D:该海洋精密工程用户实时接收虚拟观测值,并以该工程作业载体上搭载的基准站观测数据/>为基础,采用RTK算法实现用户厘米级精密定位。D: The marine precision engineering user receives virtual observation values in real time , and use the base station observation data carried on the project operation carrier/> Based on this, RTK algorithm is used to achieve centimeter-level precise positioning of users.
而且,当查询到基准站类型为动态站时,对于动态基准站的坐标参数解算及约束方法实现如下,Moreover, when querying the base station type When it is a dynamic station, the coordinate parameter solution and constraint method for the dynamic base station are implemented as follows:
对于静动态基准站网子集中类型为动态站的基准站,云端服务器同时接收实时轨道钟差,以及基准站观测数据流,采用PPP方式解算获得动态基准站精确坐标/>;结合静态已知坐标,静动态基准站网子集中基准站的准确坐标记为/>,称该坐标为基准站子集第一准确坐标;For static and dynamic base station network subset types As the base station of the dynamic station, the cloud server simultaneously receives the real-time orbital clock difference and the base station observation data stream, and uses the PPP method to calculate and obtain the precise coordinates of the dynamic base station/> ; Combined with the static known coordinates, the accurate coordinates of the base station in the static and dynamic base station network subset are marked as/> , this coordinate is called the first accurate coordinate of the base station subset;
根据静动态基准站网子集分布组成狄洛尼三角网,并采用基线处理方式解算各观测值;A Deloni triangle network is formed according to the distribution of a subset of the static and dynamic base station network, and baseline processing is used to solve each observation value;
进一步带入各基准站第一准确坐标对坐标参数进行约束,然后解算获得双模模糊度估值,并采用模糊度固定算法;The first accurate coordinates of each base station are further brought in to constrain the coordinate parameters, and then the dual-mode ambiguity estimate is obtained through calculation, and the ambiguity fixing algorithm is adopted;
对模糊度固定解可靠性进行检验,通过检验后,模糊度可靠固定,得到附加模糊度双差约束的各基准站坐标固定解,称该坐标为基准站子集第二准确坐标,作为已知坐标在网解中进行约束固定,将静动态基准站网变成静态基准站网。The reliability of the ambiguity fixed solution is tested. After passing the test, the ambiguity is reliably fixed, and the coordinate fixed solution of each base station with additional ambiguity double difference constraints is obtained. This coordinate is called the second accurate coordinate of the base station subset, and is known as The coordinates are constrained and fixed in the network solution, turning the static and dynamic base station network into a static base station network.
另一方面,本发明还提供一种基于浮动平台的远海岸静动态基准站联网定位系统,用于实现如上所述的一种基于浮动平台的远海岸静动态基准站联网定位方法。On the other hand, the present invention also provides a far-coast static and dynamic reference station networking positioning system based on a floating platform, which is used to implement the above-mentioned floating platform-based far-coast static and dynamic reference station networking positioning method.
而且,包括处理器和存储器,存储器用于存储程序指令,处理器用于调用存储器中的存储指令执行如上所述的一种基于浮动平台的远海岸静动态基准站联网定位方法。Furthermore, it includes a processor and a memory, the memory is used to store program instructions, and the processor is used to call the stored instructions in the memory to execute the above-mentioned far-coast static and dynamic base station network positioning method based on a floating platform.
或者,包括可读存储介质,所述可读存储介质上存储有计算机程序,所述计算机程序执行时,实现如上所述的一种基于浮动平台的远海岸静动态基准站联网定位方法。Or, it includes a readable storage medium, and a computer program is stored on the readable storage medium. When the computer program is executed, the above-mentioned floating platform-based far-coast static and dynamic base station networking positioning method is implemented.
与现有技术相比,本发明具有如下特点:Compared with the existing technology, the present invention has the following characteristics:
1)提出在已有浮标平台上,安装北斗/GNSS天线与接收机设备等,形成通用的海上动态基准站,并结合海岸静态基准站网,将基准站信息发送至云端服务器,构建面向海洋工程测量定位服务的静动态基准站网数据库,响应海洋精密工程定位应用中高精度定位服务请求。1) It is proposed to install Beidou/GNSS antennas and receiver equipment on existing buoy platforms to form a universal maritime dynamic base station, and combine it with the coastal static base station network to send base station information to the cloud server to build a marine engineering-oriented Static and dynamic base station network database for measurement and positioning services , responding to requests for high-precision positioning services in marine precision engineering positioning applications.
2)与现有基于静态基准站网的非差PPP-RTK或网络RTK解算服务相比,提出静动态基准站组网的方式,避免了普通的海岸高精度定位服务中,采用海面打桩的方式建设静态基准站,带来的建设成本的问题。此外,为降低远海岸大水深条件下动态基准站位置不确定性对误差模型解算的影响,提出动态基准站位置约束技术。2) Compared with the existing non-differential PPP-RTK or network RTK solution services based on static base station networks, a static and dynamic base station networking method is proposed to avoid the use of sea surface piling in ordinary coastal high-precision positioning services. This method of constructing a static base station brings construction cost issues. In addition, in order to reduce the impact of dynamic base station position uncertainty on the error model solution under large water depth conditions on the far coast, a dynamic base station position constraint technology is proposed.
本发明方案实施简单方便,实用性强,解决了相关技术存在的实用性低及实际应用不便的问题,能够提高用户体验,具有重要的市场价值。The solution of the present invention is simple and convenient to implement, has strong practicability, solves the problems of low practicability and inconvenient practical application in related technologies, can improve user experience, and has important market value.
附图说明Description of the drawings
图1为本发明实施例的整体实施示意图;Figure 1 is a schematic diagram of the overall implementation of an embodiment of the present invention;
图2为本发明实施例海洋精密工程用户与基准站子集图;Figure 2 is a diagram of a subset of marine precision engineering users and base stations according to the embodiment of the present invention;
图3为本发明实施例离参考站50公里处测站实时动态精密定位误差时序图。Figure 3 is a timing chart of the real-time dynamic precise positioning error of the measuring station 50 kilometers away from the reference station according to the embodiment of the present invention.
具体实施方式Detailed ways
以下结合附图和实施例具体说明本发明的技术方案。The technical solution of the present invention will be described in detail below with reference to the accompanying drawings and examples.
参见图1,本发明实施例中提出一种基于浮动平台的远海岸卫星高精度定位服务技术,包括以下处理流程:Referring to Figure 1, an embodiment of the present invention proposes a far-coast satellite high-precision positioning service technology based on a floating platform, including the following processing flow:
步骤1:以海上浮标等为基础平台,安装北斗/GNSS接收机等,建立海上动态基准站。Step 1: Use maritime buoys as the basic platform, install Beidou/GNSS receivers, etc., and establish a maritime dynamic base station.
具体实施时,可以在已有浮标平台上,安装北斗/GNSS天线与接收机设备等,形成通用的海上动态基准站。During specific implementation, Beidou/GNSS antennas and receiver equipment can be installed on existing buoy platforms to form a universal maritime dynamic reference station.
步骤2:通过标准定位SPP(Standard Point Positioning)获取该海上动态基准站坐标,并将该坐标,以及天线、接收机等信息上传至云端某一服务器,这些信息包括但不限于设备型号、天线相位中心改正信息等。需要说明的是,具体实施时,该服务器可以是内网或私有云服务器,仅对该工程项目团队提供访问权限。Step 2: Obtain the coordinates of the maritime dynamic base station through standard positioning SPP (Standard Point Positioning), and upload the coordinates, antenna, receiver and other information to a server in the cloud. This information includes but is not limited to equipment model, antenna phase Center corrects information, etc. It should be noted that during specific implementation, the server can be an intranet or private cloud server, and only provide access rights to the engineering project team.
将沿海静态基准站位置、天线与接收机等信息上传至上述云端服务器,并与海上动态基准站一起构建面向海洋工程测量定位服务的静动态基准站网数据库,每条记录中包含该基准站/>序号/>;基准站类型/>为静态或动态站(即为沿海静态基准站还是上动态参考站);/>为该基准站坐标,当为沿海静态基准站时,该坐标为准确坐标,当为海上动态参考站时,该坐标为初始坐标;/>为测站设备等细节信息;/>为该基准站访问信息,包括但不限于NTRIP、TCP/IP等常用于GNSS实时数据流播发与接收协议格式等。Upload the coastal static base station location, antenna and receiver information to the above-mentioned cloud server, and together with the maritime dynamic base station build a static and dynamic base station network database for marine engineering measurement and positioning services. Each record The base station is included in/> Serial number/> ;Base station type/> Is it a static or dynamic station (that is, a coastal static base station or an upper dynamic reference station);/> are the coordinates of the base station. When it is a coastal static base station, this coordinate is an accurate coordinate. When it is a maritime dynamic reference station, this coordinate is the initial coordinate;/> Detailed information such as measuring station equipment;/> Access information for this base station, including but not limited to NTRIP, TCP/IP and other protocol formats commonly used for broadcasting and receiving GNSS real-time data streams.
实施例中,将静态基准站/动态基准站序号/>、基准站类型/>、该基准站坐标/>、测站设备细节信息/>、基准站访问信息/>等上传至云端服务器,构建静动态基准站数据库。其中静态站坐标信息可通过长期连续观测解算获得。对于动态站,设用户观测值为In the embodiment, the static base station/dynamic base station Serial number/> , base station type/> , the coordinates of the base station/> , Measurement station equipment details/> , base station access information/> Upload to the cloud server to build a static and dynamic base station database . The static station coordinate information can be obtained through long-term continuous observation and calculation. For a dynamic station, let the user observation value be
式中,、/>分别为频率f上卫星s至接收机r,考虑天线相位中心、相对论效应、地球自转、潮汐、相位缠绕等误差后的伪距和相位观测值;/>为卫星s至接收机r的几何距离,是卫星位置与接收机位置的函数;/>为接收机r对应GNSS系统的接收机钟差参数;/>为卫星接收机钟差参数;/>为测站天顶对流层延迟,/>为对流层从天顶至斜路径的投影函数;/>为单层电离层模型穿刺点处天顶电离层延迟,/>为电离层从天顶至斜路径的投影函数;/>为卫星端伪距偏差;/>为接收机端伪距偏差;/>为整数模糊度参数,/>为卫星端相位偏差;/>为接收机端相位偏差,/>为频率/>对应的载波波长。通过(1)式,结合广播星历,通过标准定位SPP即可获得动态站概略坐标。In the formula, ,/> They are respectively the pseudorange and phase observation values from satellite s to receiver r at frequency f , taking into account errors such as antenna phase center, relativistic effect, earth rotation, tide, phase winding, etc.;/> is the geometric distance from satellite s to receiver r , which is a function of satellite position and receiver position;/> is the receiver clock error parameter of the GNSS system corresponding to the receiver r ;/> is the satellite receiver clock error parameter;/> is the station zenith tropospheric delay,/> is the projection function of the troposphere from the zenith to the oblique path;/> is the zenith ionospheric delay at the puncture point of the single-layer ionospheric model, /> is the projection function of the ionosphere from the zenith to the oblique path;/> is the satellite pseudorange bias;/> is the pseudorange deviation at the receiver;/> is an integer ambiguity parameter,/> is the satellite phase deviation;/> is the phase deviation at the receiver,/> is the frequency/> Corresponding carrier wavelength. Through equation (1), combined with the broadcast ephemeris, the approximate coordinates of the dynamic station can be obtained through the standard positioning SPP.
步骤3:海洋精密工程用户为获取高精度位置,在其作业船等载体搭建北斗/GNSS接收机,并实时获取观测值,类似的,可通过SPP获得用户站概略坐标/>。海洋精密工程用户将该坐标与高精度增强定位请求发送至云端服务器。Step 3: In order to obtain high-precision positions, marine precision engineering users build Beidou/GNSS receivers on their work ships and other carriers, and obtain observation values in real time. ,Similarly, the approximate coordinates of the user station can be obtained through SPP/> . Marine precision engineering users send the coordinates and high-precision enhanced positioning requests to the cloud server.
具体实施时,对某一海洋精密工程定位应用,将该工程作业船等载体上搭建的北斗/GNSS用户站概略坐标(可由SPP解算获得)发送给上述云端服务器,并请求高精度增强定位服务。值得注意的是,与前述动态基准站相比,该作业船搭载的北斗/GNSS基准站仅在其工程作业期内工作,因此一般不具备参与服务产品解算的条件。但一种可能的情况是:该工程持续时间足够长,作业平台足够稳定,此时该作业船等载体上搭建的北斗/GNSS基准站作为流动站在获取定位服务的同时,也可作为动态基准站为其他海洋精密工程定位应用提供。During specific implementation, for a certain marine precision engineering positioning application, the approximate coordinates of the Beidou/GNSS user station built on the engineering work vessel and other carriers are (can be obtained by SPP calculation) is sent to the above cloud server and requests high-precision enhanced positioning services. It is worth noting that compared with the aforementioned dynamic base station, the Beidou/GNSS base station carried by this operation ship only works during its engineering operation period, so it generally does not have the conditions to participate in the calculation of service products. But one possible situation is that the project lasts long enough and the operating platform is stable enough. At this time, the Beidou/GNSS base station built on the operating ship and other carriers can be used as a rover to obtain positioning services, and can also be used as a dynamic base. Stations are provided for other marine precision engineering positioning applications.
步骤4:云端服务器针对海洋精密工程高精度增强定位服务请求,结合用户站概略坐标,在静动态基准站网数据库中寻找其相应海域的海岸静态基准站以及海上动态基准站,并构成为该海洋精密工程用户定位服务的静动态基准站网子集/>。Step 4: The cloud server requests high-precision enhanced positioning services for marine precision engineering, combined with the rough coordinates of the user station , search for the coastal static base station and maritime dynamic base station in the corresponding sea area in the static and dynamic base station network database, and form a subset of the static and dynamic base station network that serves the user positioning of marine precision engineering/> .
实施例中,云端服务器接收海洋精密工程用户的高精度定位服务请求,根据用户站概略坐标,在基准站数据库/>中查找距离该用户距离小于一定阈值/>的基准站,或从数据库中选择距离用户最近的/>个跟踪站In the embodiment, the cloud server receives the high-precision positioning service request from the marine precision engineering user, and determines the user's station according to the rough coordinates , in the base station database/> Search if the distance to the user is less than a certain threshold/> base station, or select the one closest to the user from the database/> tracking stations
不失一般性,假设在集合中寻找到满足条件(2)的子集有/>,例如图2所示2个岸基静态站和3个海上动态站:分别记为/>。相应站点位置向量记为/>。Without loss of generality, assume that in the set Find the subset that satisfies condition (2)/> , for example, 2 shore-based static stations and 3 offshore dynamic stations shown in Figure 2: respectively recorded as /> . The corresponding site position vector is recorded as/> .
具体实施时,阈值的建议取值范围是/> In specific implementation, the threshold The recommended value range is/>
步骤5:根据上述静动态基站网子集分布,确定基于非差PPP-RTK,或网络RTK的思路开展静动态基站网联合精密定位服务。Step 5: Based on the above distribution of static and dynamic base station network subsets, determine whether to carry out joint precision positioning services based on non-differential PPP-RTK or network RTK.
实施例中,进一步提供实现方式如下:In the embodiment, the implementation method is further provided as follows:
5.1)当基准站网子集分布较广,例如超过100平方公里时,基于非差PPP-RTK开展静动态基站网联合精密定位服务,包括进行以下步骤,5.1) When a subset of the base station network is widely distributed, such as more than 100 square kilometers, carrying out static and dynamic base station network joint precision positioning services based on non-difference PPP-RTK includes the following steps:
A:根据静动态基准站网子集中各基准站访问信息/>,实时接收各站实时观测数据,同时从网络(包括但不限于国际GNSS服务组织RTS服务)或卫星(包括但不限于北斗三号PPP-B2b服务)获取实时轨道钟差产品/>,其中/>为卫星/>轨道参数,为卫星/>钟差参数。A: Based on a subset of static and dynamic base station networks Access information of each base station in China/> , receive real-time observation data from each station in real time, and obtain real-time orbit clock error products from the network (including but not limited to the International GNSS Service Organization RTS service) or satellites (including but not limited to the Beidou-3 PPP-B2b service)/> , of which/> for satellite/> Orbital parameters, for satellite/> Clock parameter.
B:查询子集中各基准站类型/>,当为静态站时,直接获得其已知坐标/>;当为动态站时,以坐标/>为初值,结合实时轨道钟差产品/>,采用PPP方式获得其精确坐标,并更新/>。B: Query subset Types of base stations in/> , when it is a static station, directly obtain its known coordinates/> ;When it is a dynamic station, use coordinates/> is the initial value, combined with the real-time orbit clock error product/> , use PPP method to obtain its precise coordinates, and update/> .
C:结合实时轨道钟差产品,约束子集/>中各基准站坐标/>,采用网解模型解算区域误差参数/>,其中/>为对流层延迟改正值,/>为视距方向电离层延迟改正值,/>为卫星/>频率/>上的相位偏差改正值。由此形成以PPP-RTK为基础的状态域增强产品/>。该网解算法的基本实现可参考文献“Improvingcarrier-phase ambiguity resolution in global GPS network solutions”,但与之不同的是,传统网解算法中基准站为静态基准站,但本专利基准站网包括基于海上浮标平台的动态基准站。因此,在本专利解算时,当查询到基准站类型/>为动态站时,还需要将其坐标作为参数,与区域误差参数统一估计。此外,为降低动态站位置不确定性对区域误差模型参数解算,通过轨道钟差产品采用PPP方式,以及附加双差模糊度闭合差检验的基线解算续贯处理方式,获取独立的坐标参数带入网解模型;对于动态基准站,其坐标参数解算及约束方法在后续步骤5具体实现方法中介绍。C: Combined with real-time orbit clock error products , constraint subset/> Coordinates of each base station in /> , use the network solution model to solve the regional error parameters/> , of which/> is the tropospheric delay correction value,/> is the ionospheric delay correction value in the line-of-sight direction,/> for satellite/> Frequency/> The phase deviation correction value on. This forms a state domain enhancement product based on PPP-RTK/> . The basic implementation of this network solution algorithm can be found in the document "Improving carrier-phase ambiguity resolution in global GPS network solutions", but the difference is that the base station in the traditional network solution algorithm is a static base station, but this patented base station network includes Dynamic base station for offshore buoy platforms. Therefore, during the calculation of this patent, when the base station type is queried/> When it is a dynamic station, its coordinates need to be used as parameters and estimated uniformly with the regional error parameters. In addition, in order to reduce the uncertainty of the dynamic station position and solve the regional error model parameters, the PPP method is used for the orbit clock error product, and the baseline solution continuation processing method with an additional double-difference ambiguity closure error test is used to obtain independent coordinate parameters. Bring in the network solution model; for the dynamic base station, its coordinate parameter solution and constraint methods will be introduced in the specific implementation method in step 5.
D:该海洋精密工程用户实时接收增强产品,并以该工程作业载体上搭载的基准站观测数据/>为基础,采用PPP-RTK算法实现用户厘米级精密定位。具体实施时,本步骤中的用户端算法采用现有技术即可。实施例中优选采用的PPP-RTK定位算法具体实现可参考文献“Simulation research on PPP-RTK performancebased on BDS GEO satellite”,本发明不予赘述。D: This marine precision engineering user receives enhanced products in real time , and use the base station observation data carried on the project operation carrier/> Based on this, the PPP-RTK algorithm is used to achieve centimeter-level precise positioning of users. During specific implementation, the user-side algorithm in this step can adopt existing technology. The specific implementation of the PPP-RTK positioning algorithm preferably used in the embodiment can be found in the document "Simulation research on PPP-RTK performance based on BDS GEO satellite", which will not be described in detail in the present invention.
5.2)当基准站网子集在一个局域范围内分布,例如不超过100平方公里时,基于非差网络RTK开展静动态基站网联合精密定位服务,进行以下步骤,5.2) When a subset of the base station network is distributed in a local area, such as no more than 100 square kilometers, carry out the joint precision positioning service of static and dynamic base station networks based on the non-difference network RTK, and perform the following steps:
A:根据静动态基准站网子集中各基准站访问信息/>,实时接收各站实时观测数据。A: Based on a subset of static and dynamic base station networks Access information of each base station in China/> , receiving real-time observation data from each station in real time.
B:查询子集中各基准站类型/>,当为静态站时,直接获得其已知坐标/>;当为动态站时,以坐标/>为初值,结合实时轨道钟差产品/>,采用PPP方式获得其精确坐标,并更新/>。B: Query subset Types of base stations in/> , when it is a static station, directly obtain its known coordinates/> ;When it is a dynamic station, use coordinates/> is the initial value, combined with the real-time orbit clock error product/> , use PPP method to obtain its precise coordinates, and update/> .
C:约束子集中各基准站坐标/>,采用非差网络RTK模式解算区域误差,并生成该海洋精密工程作业船等载体的用户站概略坐标/>处的虚拟观测值/>。该非差网络RTK算法的基本实现可参考文献“PPP-RTK: Precise Point Positioningusing state-space representation in RTK networks”,但与之不同的是,传统非差网络RTK算法中基准站为静态基准站,但本专利基准站网包括基于海上浮标平台的动态基准站。因此,在本专利解算时,当查询到基准站类型/>为动态站时,还需要将其坐标作为参数,与区域误差参数统一估计。此外,通过轨道钟差产品采用PPP方式,以及附加双差模糊度闭合差检验的基线解算续贯处理方式,获取独立的坐标参数带入非差网络RTK模型。对于动态基准站,和5.1)中C步骤实现方式类似,其坐标参数解算及约束方法在后续步骤5具体实现方法中介绍。C: Constrained subset Coordinates of each base station in /> , using the non-differenced network RTK mode to solve the regional error, and generate the approximate coordinates of the user station of the marine precision engineering work vessel and other carriers/> Virtual observation value at/> . The basic implementation of this non-differenced network RTK algorithm can be found in the document "PPP-RTK: Precise Point Positioning using state-space representation in RTK networks", but the difference is that the base station in the traditional non-differenced network RTK algorithm is a static base station. However, this patented base station network includes dynamic base stations based on offshore buoy platforms. Therefore, during the calculation of this patent, when the base station type is queried/> When it is a dynamic station, its coordinates need to be used as parameters and estimated uniformly with the regional error parameters. In addition, by using the PPP method for the orbital clock error product and the baseline solution continuation processing method with the addition of double-difference ambiguity closure difference test, independent coordinate parameters are obtained and brought into the non-difference network RTK model. For the dynamic base station, the implementation method of step C in 5.1) is similar. Its coordinate parameter solution and constraint method will be introduced in the specific implementation method of subsequent step 5.
D:该海洋精密工程用户实时接收虚拟观测值,并以该工程作业载体上搭载的基准站观测数据/>为基础,采用传统的RTK算法实现用户厘米级精密定位。具体实施时,本步骤中的用户端算法采用现有技术即可。实施例中优选采用的RTK算法实现过程为现有技术,本发明不予赘述。D: The marine precision engineering user receives virtual observation values in real time , and use the base station observation data carried on the project operation carrier/> Based on this, the traditional RTK algorithm is used to achieve centimeter-level precise positioning of users. During specific implementation, the user-side algorithm in this step can adopt existing technology. The RTK algorithm implementation process preferably adopted in the embodiment is an existing technology and will not be described in detail in the present invention.
实施例中,步骤5对于动态基准站的坐标参数解算及约束方法具体实现如下:In the embodiment, the specific implementation of step 5 for the coordinate parameter calculation and constraint method of the dynamic base station is as follows:
对于子集中类型为动态站的基准站,云端服务器同时接收实时轨道钟差,以及基准站观测数据流,在(1)式的基础上,采用PPP方法解算获得动态基准站精确坐标/>。结合静态已知坐标,该子集中5个基准站的准确坐标分别为/>,下面称该坐标为基准站子集第一准确坐标。For subset types As the base station of the dynamic station, the cloud server simultaneously receives the real-time orbit clock difference and the base station observation data stream. Based on equation (1), the PPP method is used to solve to obtain the precise coordinates of the dynamic base station/> . Combined with the static known coordinates, the accurate coordinates of the five base stations in this subset are/> , this coordinate is called the first accurate coordinate of the base station subset below.
如图2所示,实施例根据基准站子集分布组成一个包含6条基线的狄洛尼三角网,并采用基线处理方式解算各观测值,以基线12为例,其双差观测法方程可表示为As shown in Figure 2, the embodiment forms a Delaoni triangle network containing 6 baselines based on the distribution of a subset of base stations, and uses the baseline processing method to solve each observation value. Taking baseline 12 as an example, the double-difference observation method equation can be expressed as
其中为法方程矩阵;根据基线12待估参数基准站1坐标向量/>、基准站2坐标向量、以及双差模糊度向量/>各自维数;法方程矩阵根据测站1坐标、测站2坐标和模糊度等参数,可分解为9个子矩阵/>、/>、/>、/>、/>、/>、/>、/>、/>,/>为对应/>的法方程子矩阵,/>就是对应/>、/>参数交叉项的法方程子矩阵,/>为对应双差模糊度的法方程子矩阵,依次类推;/>为对应法方程观测向量。in is the normal equation matrix; according to the baseline 12 parameters to be estimated, the base station 1 coordinate vector/> , base station 2 coordinate vector , and double-difference ambiguity vector/> Respective dimensions; the normal equation matrix can be decomposed into 9 sub-matrices based on parameters such as the coordinates of station 1, the coordinates of station 2, and ambiguity./> ,/> ,/> ,/> ,/> ,/> ,/> ,/> ,/> ,/> To correspond/> The normal equation matrix of /> It’s the correspondence/> ,/> Normal equation matrix of parametric cross terms, /> is the normal equation matrix corresponding to the double-difference ambiguity, and so on;/> is the observation vector of the corresponding normal equation.
进一步考虑可带入各基准站第一准确坐标对坐标参数、/>进行约束,(3)式可写为Further consideration can be given to the first accurate coordinate pair coordinate parameters of each base station. ,/> To constrain, equation (3) can be written as
其中、/>为由基准站先验坐标获得的法方程矩阵;/>为对应法方程观测向量,在(3)式/>的基础上,还应增加基准站先验坐标观测向量;其余符号同(3)式。in ,/> is the normal equation matrix obtained from the prior coordinates of the base station;/> is the observation vector of the corresponding normal equation, in equation (3)/> On the basis of , the prior coordinate observation vector of the base station should also be added; the other symbols are the same as equation (3).
解算(4)式,获得双模模糊度估值,并进一步采用模糊度固定算法:如LAMBDA、Integer Bootstrapping、Integer Rounding等得到其整数解。设已获得各基线整数解,采用三角网双差模糊度闭合差为0的准则,如Solve equation (4) to obtain the dual-mode ambiguity estimate, and further use ambiguity fixed algorithms: such as LAMBDA, Integer Bootstrapping, Integer Rounding, etc. to obtain its integer solution. Assume that the integer solution of each baseline has been obtained, and the criterion that the closing difference of the double-difference ambiguity of the triangular network is 0 is adopted, such as
、/>、/>分别为基线12、基线23、基线31双差模糊度向量。 ,/> ,/> They are baseline 12, baseline 23, and baseline 31 double-difference ambiguity vectors respectively.
对模糊度固定解可靠性进行检验。对于通过(5)式所示检验后,模糊度即可可靠固定,将该模糊度回代至方程(4)即可得到附加模糊度双差约束的各基准站坐标固定解,下面称该坐标为基准站子集第二准确坐标,且该坐标精度一般可达到毫米级,因此可作为已知坐标在网解中进行约束固定,将静动态基准站网变成静态基准站网。即可实现通过轨道钟差产品采用PPP方式解算一个独立的坐标参数,约束动态基准站位置。The reliability of the ambiguity fixed solution is tested. After passing the test shown in equation (5), the ambiguity can be reliably fixed. By back-substituting the ambiguity into equation (4), we can obtain the coordinate fixed solution of each base station with additional ambiguity double-difference constraints. , hereafter, this coordinate is called the second accurate coordinate of the base station subset, and the accuracy of this coordinate can generally reach millimeter level. Therefore, it can be constrained and fixed in the network solution as a known coordinate, turning the static and dynamic base station network into a static base station. net. It is possible to use the PPP method to calculate an independent coordinate parameter through the orbital clock error product to constrain the position of the dynamic base station.
结合子集中基准站网分布情况以及用户需求选择采用非差PPP-RTK方案,或网络RTK方案。对于静态基准站网非差PPP-RTK解算,或RTK解算算法为本领域专业人员所熟知,因此这里不再赘述。对于非差PPP-RTK,其服务产品包括,即卫星坐标、卫星钟差、卫星相位偏差、对流层延迟模型、以及电离层延迟模型;对于网络RTK,其服务产品为海洋精密工程用户站概略位置/>处的虚拟观测值/>。Based on the distribution of the base station network in the subset and user needs, the non-differential PPP-RTK solution or the network RTK solution is selected. Non-difference PPP-RTK solution for static base station network, or RTK solution algorithm is well known to professionals in this field, so we will not go into details here. For non-differential PPP-RTK, its service products include , namely satellite coordinates, satellite clock error, satellite phase deviation, tropospheric delay model, and ionospheric delay model; for network RTK, its service product is the approximate location of marine precision engineering user stations/> Virtual observation value at/> .
最终,海洋精密工程用户接收非差PPP-RTK增强产品,或网络RTK虚拟观测值产品,分别采用终端PPP-RTK、或RTK算法实现海洋精密工程用户厘米级定位。Ultimately, marine precision engineering users receive non-difference PPP-RTK enhanced products or network RTK virtual observation value products, respectively using terminal PPP-RTK or RTK algorithms to achieve centimeter-level positioning for marine precision engineering users.
为便于了解本发明技术效果起见,作为对比,图3给出了离参考站50公里处测站GNSS实时动态精密定位结果,其中横坐标为测试个数,纵坐标为每个定位结果的误差值。可以明显看出,当采用传统RTK算法时,由于离参考站距离过远,难以有效消除电离层、对流层延迟等误差,因此定位噪声较大。当采用本专利静动态基准站联网定位时,可显著提高远海岸用户定位精度。In order to facilitate understanding of the technical effects of the present invention, as a comparison, Figure 3 shows the real-time dynamic precise positioning results of GNSS at a measuring station 50 kilometers away from the reference station, in which the abscissa is the number of tests, and the ordinate is the error value of each positioning result. . It can be clearly seen that when the traditional RTK algorithm is used, it is difficult to effectively eliminate errors such as ionospheric and tropospheric delays due to the distance from the reference station, so the positioning noise is large. When this patented static and dynamic base station is used for network positioning, the positioning accuracy of far-coast users can be significantly improved.
具体实施时,本发明技术方案提出的方法可由本领域技术人员采用计算机软件技术实现自动运行流程,实现方法的系统装置例如存储本发明技术方案相应计算机程序的计算机可读存储介质以及包括运行相应计算机程序的计算机设备,也应当在本发明的保护范围内。During specific implementation, the method proposed by the technical solution of the present invention can be realized by those skilled in the art using computer software technology to realize the automatic operation process. The system device for implementing the method is, for example, a computer-readable storage medium that stores the computer program corresponding to the technical solution of the present invention and a computer that runs the corresponding Program computer equipment should also be within the protection scope of the present invention.
在一些可能的实施例中,提供一种基于浮动平台的远海岸静动态基准站联网定位系统,包括处理器和存储器,存储器用于存储程序指令,处理器用于调用存储器中的存储指令执行如上所述的一种基于浮动平台的远海岸静动态基准站联网定位方法。In some possible embodiments, a far-coast static and dynamic base station networking positioning system based on a floating platform is provided, including a processor and a memory. The memory is used to store program instructions, and the processor is used to call the stored instructions in the memory to execute the above. A far-coast static and dynamic base station networking positioning method based on a floating platform is described.
在一些可能的实施例中,提供一种基于浮动平台的远海岸静动态基准站联网定位系统,包括可读存储介质,所述可读存储介质上存储有计算机程序,所述计算机程序执行时,实现如上所述的一种基于区域风格一致性的妆容风格迁移方法。In some possible embodiments, a far-coast static and dynamic base station networking positioning system based on a floating platform is provided, including a readable storage medium, and a computer program is stored on the readable storage medium. When the computer program is executed, Implement a makeup style migration method based on regional style consistency as described above.
本文中所描述的具体实施例仅仅是对本发明精神作举例说明。本发明所属技术领域的技术人员可以对所描述的具体实施例做各种各样的修改或补充或采用类似的方式替代,但并不会偏离本发明的精神或者超越所附权利要求书所定义的范围。The specific embodiments described herein are merely illustrative of the spirit of the invention. Those skilled in the art to which the present invention belongs can make various modifications or additions to the described specific embodiments or substitute them in similar ways, but this will not deviate from the spirit of the present invention or exceed the definition of the appended claims. range.
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