CN110673170A - A test method and terminal for dynamic single-point positioning accuracy - Google Patents
A test method and terminal for dynamic single-point positioning accuracy Download PDFInfo
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Abstract
本发明公开一种动态单点定位精度的测试方法及终端,将待测的单点定位接收机和用于比对的RTK接收机安装在同一运动载体上,将基站的差分数据转发给RTK接收机,将待测的单点定位接收机的定位结果跟RTK接收机基于基站差分数据解算出的定位结果进行比对,从而确定待测接收机的动态单点定位的精度;仅需要一台经检定过的RTK接收机便可完成测试,最大限度地缩减了测试成本,并且可以根据接收机实际接收的卫星信号在真实的动态环境中进行测试,测试准确度高;同时能够保存测试过程中的各类数据,为定位算法研发过程中问题查找、算法优化等提供数据支撑。
The invention discloses a dynamic single-point positioning accuracy testing method and terminal. The single-point positioning receiver to be tested and the RTK receiver used for comparison are installed on the same moving carrier, and the differential data of the base station is forwarded to the RTK receiver. The positioning result of the single-point positioning receiver to be tested is compared with the positioning result calculated by the RTK receiver based on the differential data of the base station, so as to determine the accuracy of the dynamic single-point positioning of the receiver to be tested; The verified RTK receiver can complete the test, which minimizes the test cost, and can be tested in a real dynamic environment according to the satellite signal actually received by the receiver, with high test accuracy; at the same time, it can save the test process. All kinds of data provide data support for problem finding and algorithm optimization in the process of positioning algorithm research and development.
Description
技术领域technical field
本发明涉及定位精度测试领域,尤其涉及一种动态单点定位精度的测试方法及终端。The invention relates to the field of positioning accuracy testing, in particular to a testing method and terminal for dynamic single-point positioning accuracy.
背景技术Background technique
在定位领域,随着接收机硬件和数据处理技术的发展,低成本、单频、小型化的接收机在导航、测绘、资源调查等领域得到广泛应用。单点定位技术因其简单的运算和独立的解算被广泛用于车船等导航领域。对于静态单点定位的精度评价,精度评价所需的高精度基准值并不难获取。因此,已有许多研究者对静态单点定位精度进行了评价。而对于动态定位,接收机通常安置在运动载体(如汽车、飞机、船舶等)上,运动载体的真实轨迹难以精确测定,因此,运动状态下接收机的精度评价一直备受人们的关注。In the field of positioning, with the development of receiver hardware and data processing technology, low-cost, single-frequency, miniaturized receivers have been widely used in navigation, surveying and mapping, resource survey and other fields. Single-point positioning technology is widely used in navigation fields such as vehicles and ships because of its simple operation and independent solution. For the accuracy evaluation of static single-point positioning, it is not difficult to obtain the high-precision reference value required for the accuracy evaluation. Therefore, many researchers have evaluated the static single-point positioning accuracy. For dynamic positioning, the receiver is usually placed on a moving carrier (such as a car, a plane, a ship, etc.), and the true trajectory of the moving carrier is difficult to accurately measure. Therefore, the accuracy evaluation of the receiver in the moving state has always attracted people's attention.
在接收机产品研制的不同阶段(如芯片、解算算法、整机),需要进行多次的针对性的精度测试。当前,接收机的动态定位精度主要用信号模拟器进行测试,北斗/全球卫星导航系统(Global Navigation Satellite System,GNSS)信号模拟器性能要求及测试方法的标准也于2015年11月开始实施。根据测试需求的不同,市场上对应地形成了从高端到低端的不同类型的模拟器产品,如支持多频多模的卫星信号模拟器,其价格高达上百万元。然而,对大多从事接收机硬件、软件研发的从业人员来说,信号模拟器是一笔不小的投入,甚至没有信号模拟器。基于此,本案设计了一种导航型接收机动态单点定位精度测试方法及装置,不仅降低了接收机动态测试的成本投入,还可用实际卫星信号灵活的对接收机进行测试。In different stages of receiver product development (such as chip, solution algorithm, complete machine), it is necessary to carry out multiple targeted accuracy tests. At present, the dynamic positioning accuracy of receivers is mainly tested with signal simulators. The BeiDou/Global Navigation Satellite System (GNSS) signal simulator performance requirements and test methods were also implemented in November 2015. According to different test requirements, different types of simulator products from high-end to low-end are correspondingly formed in the market, such as satellite signal simulators that support multi-frequency and multi-mode, and the price is as high as millions of yuan. However, for most practitioners engaged in the R&D of receiver hardware and software, the signal simulator is a large investment, and there is even no signal simulator. Based on this, this case designs a method and device for testing the dynamic single-point positioning accuracy of a navigation receiver, which not only reduces the cost of dynamic testing of the receiver, but also flexibly tests the receiver with actual satellite signals.
发明内容SUMMARY OF THE INVENTION
本发明所要解决的技术问题是:提供一种动态单点定位精度的测试方法及终端,能够减低接收机动态单点定位精度的测试成本。The technical problem to be solved by the present invention is to provide a method and a terminal for testing the dynamic single-point positioning accuracy, which can reduce the testing cost of the receiver's dynamic single-point positioning accuracy.
为了解决上述技术问题,本发明采用的一种技术方案为:In order to solve the above-mentioned technical problems, a kind of technical scheme adopted in the present invention is:
一种动态单点定位精度的测试方法,包括步骤:A method for testing dynamic single-point positioning accuracy, comprising the steps of:
S1、安装基站接收机,确定所述基站接收机的精确位置;S1. Install a base station receiver, and determine the precise position of the base station receiver;
S2、在移动载体上安装待测接收机和高等级接收机,所述待测接收机为单点定位接收机,所述高等级接收机为RTK接收机;S2. Install a receiver to be tested and a high-level receiver on the mobile carrier, the receiver to be tested is a single point positioning receiver, and the high-level receiver is an RTK receiver;
S3、控制所述运动载体按照预设的规划路径进行移动,在运动载体移动过程中接收所述基站接收机发送的差分数据,并将所述差分数据转发给高等级接收机;S3. Control the moving carrier to move according to a preset planned path, receive differential data sent by the base station receiver during the moving process of the moving carrier, and forward the differential data to a high-level receiver;
S4、接收所述待测接收机进行单点定位解算得到的第一定位结果和所述高等级接收机根据所述差分数据进行RTK解算得到的第二定位结果,根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度。S4. Receive a first positioning result obtained by performing single-point positioning calculation by the receiver to be tested and a second positioning result obtained by performing RTK calculation by the high-level receiver according to the differential data. According to the first positioning result The result and the second positioning result determine the dynamic single-point positioning accuracy of the receiver under test.
为了解决上述技术问题,本发明采用的另一种技术方案为:In order to solve the above-mentioned technical problems, another technical scheme adopted by the present invention is:
一种动态单点定位精度的测试终端,包括存储器、处理器及存储在存储器上并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现以下步骤:A test terminal for dynamic single-point positioning accuracy, comprising a memory, a processor and a computer program stored in the memory and running on the processor, the processor implements the following steps when executing the computer program:
S1、确定安装的基站接收机的精确位置;S1. Determine the precise location of the installed base station receiver;
S2、控制运动载体按照预设的规划路径进行移动,所述运动载体上安装待测接收机和高等级接收机,所述待测接收机为单点定位接收机,所述高等级接收机为RTK接收机;S2. Control the moving carrier to move according to a preset planning path. A receiver to be tested and a high-level receiver are installed on the moving carrier. The receiver to be tested is a single-point positioning receiver, and the high-level receiver is a RTK receiver;
S3、在运动载体移动过程中接收所述基站接收机发送的差分数据,并将所述差分数据转发给所述高等级接收机;S3. Receive the differential data sent by the base station receiver during the movement of the moving carrier, and forward the differential data to the high-level receiver;
S4、接收所述待测接收机进行单点定位解算得到的第一定位结果和所述高等级接收机根据所述差分数据进行RTK解算得到的第二定位结果,根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度。S4. Receive a first positioning result obtained by performing single-point positioning calculation by the receiver to be tested and a second positioning result obtained by performing RTK calculation by the high-level receiver according to the differential data. According to the first positioning result The result and the second positioning result determine the dynamic single-point positioning accuracy of the receiver under test.
本发明的有益效果在于:将待测的单点定位接收机和用于比对的RTK接收机安装在同一移动载体上,将基站的差分数据转发给RTK接收机,将待测的单点定位接收机的定位结果跟RTK接收机基于基站差分数据解算出的定位结果进行比对,从而确定待测接收机的动态单点定位的精度;仅需要一台经检定过的RTK接收机便可完成测试,最大限度地缩减了测试成本,并且可以根据接收机实际接收的卫星信号在真实的动态环境中进行测试,测试准确度高;同时能够保存测试过程中的各类数据,为定位算法研发过程中问题查找、算法优化等提供数据支撑。The beneficial effect of the invention is that: the single-point positioning receiver to be tested and the RTK receiver for comparison are installed on the same mobile carrier, the differential data of the base station is forwarded to the RTK receiver, and the single-point positioning receiver to be tested is The positioning result of the receiver is compared with the positioning result calculated by the RTK receiver based on the differential data of the base station, so as to determine the accuracy of the dynamic single-point positioning of the receiver to be tested; only one verified RTK receiver can be completed. The test minimizes the test cost, and can be tested in a real dynamic environment according to the satellite signal actually received by the receiver, with high test accuracy; at the same time, it can save all kinds of data during the test process for the development process of the positioning algorithm. Provide data support for problem finding, algorithm optimization, etc.
附图说明Description of drawings
图1为本发明实施例的一种动态单点定位精度的测试方法的步骤流程图;1 is a flow chart of steps of a method for testing dynamic single-point positioning accuracy according to an embodiment of the present invention;
图2为本发明实施例的一种动态单点定位精度的测试终端的结构示意图;2 is a schematic structural diagram of a testing terminal for dynamic single-point positioning accuracy according to an embodiment of the present invention;
图3为本发明实施例的一种动态单点定位精度的测试系统的硬件结构示意图;3 is a schematic diagram of the hardware structure of a testing system for dynamic single-point positioning accuracy according to an embodiment of the present invention;
图4为本发明实施例的规划路径的示意图;4 is a schematic diagram of a planned path according to an embodiment of the present invention;
图5为本发明实施例的爬升状态下待测接收机和高等级接收机的定位结果差值分布示意图;5 is a schematic diagram of the distribution of the difference between the positioning results of the receiver to be tested and the high-level receiver in a climbing state according to an embodiment of the present invention;
图6为本发明实施例的直线飞行状态下待测接收机和高等级接收机的定位结果差值分布示意图;6 is a schematic diagram of the distribution of the difference between the positioning results of the receiver to be tested and the high-level receiver in a straight flight state according to an embodiment of the present invention;
图7为本发明实施例的曲线飞行状态下待测接收机和高等级接收机的定位结果差值分布示意图;7 is a schematic diagram of the distribution of the difference between the positioning results of the receiver to be tested and the high-level receiver in a curved flight state according to an embodiment of the present invention;
图8为本发明实施例的降落状态下待测接收机和高等级接收机的定位结果差值分布示意图;8 is a schematic diagram of the distribution of the difference between the positioning results of the receiver under test and the high-level receiver in a landing state according to an embodiment of the present invention;
标号说明:Label description:
1、一种动态单点定位精度的测试终端;2、存储器;3、处理器。1. A testing terminal for dynamic single-point positioning accuracy; 2. Memory; 3. Processor.
具体实施方式Detailed ways
为详细说明本发明的技术内容、所实现目的及效果,以下结合实施方式并配合附图予以说明。In order to describe in detail the technical content, achieved objects and effects of the present invention, the following descriptions are given with reference to the embodiments and the accompanying drawings.
请参照图1,一种动态单点定位精度的测试方法,包括步骤:Please refer to Fig. 1, a kind of testing method of dynamic single-point positioning accuracy, including steps:
S1、安装基站接收机,确定所述基站接收机的精确位置;S1. Install a base station receiver, and determine the precise position of the base station receiver;
S2、在运动载体上安装待测接收机和高等级接收机,所述待测接收机为单点定位接收机,所述高等级接收机为RTK接收机;S2. Install a receiver to be tested and a high-level receiver on the moving carrier, the receiver to be tested is a single point positioning receiver, and the high-level receiver is an RTK receiver;
S3、控制所述运动载体按照预设的规划路径进行移动,在运动载体移动过程中接收所述基站接收机发送的差分数据,并将所述差分数据转发给高等级接收机;S3. Control the moving carrier to move according to a preset planned path, receive differential data sent by the base station receiver during the moving process of the moving carrier, and forward the differential data to a high-level receiver;
S4、接收所述待测接收机进行单点定位解算得到的第一定位结果和所述高等级接收机根据所述差分数据进行RTK解算得到的第二定位结果,根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度。S4. Receive a first positioning result obtained by performing single-point positioning calculation by the receiver to be tested and a second positioning result obtained by performing RTK calculation by the high-level receiver according to the differential data. According to the first positioning result The result and the second positioning result determine the dynamic single-point positioning accuracy of the receiver under test.
由上述描述可知,本发明的有益效果在于:将待测的单点定位接收机和用于比对的RTK接收机安装在同一移动载体上,将基站的差分数据转发给RTK接收机,将待测的单点定位接收机的定位结果跟RTK接收机基于基站差分数据解算出的定位结果进行比对,从而确定待测接收机的动态单点定位的精度;仅需要一台经检定过的RTK接收机便可完成测试,最大限度地缩减了测试成本,并且可以根据接收机实际接收的卫星信号在真实的动态环境中进行测试,测试准确度高;同时能够保存测试过程中的各类数据,为定位算法研发过程中问题查找、算法优化等提供数据支撑。It can be seen from the above description that the beneficial effects of the present invention are: the single point positioning receiver to be tested and the RTK receiver for comparison are installed on the same mobile carrier, the differential data of the base station is forwarded to the RTK receiver, and the The positioning results of the measured single-point positioning receiver are compared with the positioning results calculated by the RTK receiver based on the differential data of the base station, so as to determine the accuracy of the dynamic single-point positioning of the receiver to be tested; only one verified RTK is required. The receiver can complete the test, which minimizes the test cost, and can be tested in a real dynamic environment according to the satellite signal actually received by the receiver, with high test accuracy; Provide data support for problem finding and algorithm optimization in the process of positioning algorithm research and development.
进一步的,所述步骤S1还包括:Further, the step S1 also includes:
配置所述基站接收机的数据采集类型和差分数据类型;configuring the data collection type and differential data type of the base station receiver;
所述步骤S2还包括:The step S2 also includes:
配置所述待测接收机和高等级接收机的采样间隔和截止高度角;Configure the sampling interval and cut-off altitude angle of the receiver to be tested and the high-level receiver;
配置所述待测接收机和高等级接收机的观测量及星历输出类型;Configure the observation quantity and ephemeris output type of the receiver to be tested and the high-level receiver;
配置所述待测接收机的单点定位解算参数和高等级接收机的RTK解算参数。Configure the single-point positioning calculation parameters of the receiver to be tested and the RTK calculation parameters of the high-level receiver.
由上述描述可知,在执行测试之前,对基站接收机、待测接收机和高等级接收机进行配置,保证了后续进行测试的可靠性和有效性。As can be seen from the above description, before performing the test, the base station receiver, the receiver under test and the high-level receiver are configured to ensure the reliability and validity of the subsequent test.
进一步的,所述步骤S2和S3之间还包步骤:Further, the steps between S2 and S3 are also included:
检查所述基站接收机、待测接收机和高等级接收机的配置是否正确;Check whether the configurations of the base station receiver, the receiver under test and the high-level receiver are correct;
检查所述基站接收机和高等级接收机之间的通信链路是否正确;Check whether the communication link between the base station receiver and the high-level receiver is correct;
若均正确,则执行步骤S3。If all are correct, go to step S3.
由上述描述可知,在执行测试之前,先对基站接收机、待测接收机和高等级接收机的相关数据配置以及基站接收机和高等级接收机之间的通信链路进行检测验证,待检测验证均正确后再执行后续的测试,不仅保证了测试的可靠性,也避免了无用测试的进行,节省资源消耗。It can be seen from the above description that before the test is performed, the relevant data configuration of the base station receiver, the receiver under test and the high-level receiver, and the communication link between the base station receiver and the high-level receiver are tested and verified. After the verification is correct, subsequent tests are performed, which not only ensures the reliability of the test, but also avoids useless tests and saves resource consumption.
进一步的,所述步骤S4中所述根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度包括:Further, in the step S4, determining the dynamic single-point positioning accuracy of the receiver under test according to the first positioning result and the second positioning result includes:
在所述第二定位结果中剔除浮点解和单点解,保留固定解;Eliminate floating-point solutions and single-point solutions from the second positioning result, and retain fixed solutions;
根据第一定位结果和第二定位结果中的固定解确定所述待测接收机的动态单点定位精度。The dynamic single-point positioning accuracy of the receiver under test is determined according to the fixed solution in the first positioning result and the second positioning result.
由上述描述可知,基于RTK固定解来进行动态单点定位精度测试,进一步提高了测试精度。It can be seen from the above description that the dynamic single-point positioning accuracy test is performed based on the RTK fixed solution, which further improves the test accuracy.
进一步的,所述步骤S4中所述根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度包括:Further, in the step S4, determining the dynamic single-point positioning accuracy of the receiver under test according to the first positioning result and the second positioning result includes:
将所述第一定位结果和第二定位结果分别转换为站心坐标系定位数据,得到第一站心坐标系定位结果和第二站心坐标系定位结果;The first positioning result and the second positioning result are respectively converted into the station center coordinate system positioning data, and the first station center coordinate system positioning result and the second station center coordinate system positioning result are obtained;
确定第一站心坐标系定位结果和第二站心坐标系定位结果之间的差值;Determine the difference between the positioning result of the first station center coordinate system and the positioning result of the second station center coordinate system;
根据所述差值确定所述待测接收机和高等级接收机的定位结果在站心坐标系中各个方向差值的平均值;According to the difference value, determine the average value of the difference values in each direction of the positioning results of the receiver to be tested and the high-level receiver in the station center coordinate system;
根据所述差值和差值的平均值确定待测接收机的单点定位误差的标准差;Determine the standard deviation of the single-point positioning error of the receiver under test according to the difference and the average value of the difference;
根据所述差值的平均值和所述标准差确定所述待测接收机的动态单点定位精度。The dynamic single-point positioning accuracy of the receiver under test is determined according to the average value of the differences and the standard deviation.
由上述描述可知,以高等级接收机的RTK结算结果作为参考真值,将其与待测接收机的单点定位结果进行比对,通过差值、差值平均值、标准差综合确定所述待测接收机动态单点定位精度,保证了动态单点定位精度判断的可靠性。It can be seen from the above description that the RTK settlement result of the high-level receiver is used as the reference true value, and it is compared with the single-point positioning result of the receiver under test, and the difference, the average value of the difference, and the standard deviation are comprehensively determined. The dynamic single-point positioning accuracy of the receiver to be tested ensures the reliability of the dynamic single-point positioning accuracy judgment.
请参照图2,一种动态单点定位精度的测试终端,包括存储器、处理器及存储在存储器上并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现以下步骤:Please refer to FIG. 2 , a test terminal for dynamic single-point positioning accuracy, including a memory, a processor, and a computer program stored in the memory and running on the processor, which is implemented when the processor executes the computer program. The following steps:
S1、确定安装的基站接收机的精确位置;S1. Determine the precise location of the installed base station receiver;
S2、控制运动载体按照预设的规划路径进行移动,所述运动载体上安装待测接收机和高等级接收机,所述待测接收机为单点定位接收机,所述高等级接收机为RTK接收机;S2. Control the moving carrier to move according to a preset planning path. A receiver to be tested and a high-level receiver are installed on the moving carrier. The receiver to be tested is a single-point positioning receiver, and the high-level receiver is a RTK receiver;
S3、在运动载体移动过程中接收所述基站接收机发送的差分数据,并将所述差分数据转发给所述高等级接收机;S3. Receive the differential data sent by the base station receiver during the movement of the moving carrier, and forward the differential data to the high-level receiver;
S4、接收所述待测接收机进行单点定位解算得到的第一定位结果和所述高等级接收机根据所述差分数据进行RTK解算得到的第二定位结果,根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度。S4. Receive a first positioning result obtained by performing single-point positioning calculation by the receiver to be tested and a second positioning result obtained by performing RTK calculation by the high-level receiver according to the differential data. According to the first positioning result The result and the second positioning result determine the dynamic single-point positioning accuracy of the receiver under test.
由上述描述可知,本发明的有益效果在于:将待测的单点定位接收机和用于比对的RTK接收机安装在同一运动载体上,将基站的差分数据转发给RTK接收机,将待测的单点定位接收机的定位结果跟RTK接收机基于基站差分数据解算出的定位结果进行比对,从而确定待测接收机的动态单点定位的精度;仅需要一台经检定过的RTK接收机便可完成测试,最大限度地缩减了测试成本,并且可以根据接收机实际接收的卫星信号在真实的动态环境中进行测试,测试准确度高;同时能够保存测试过程中的各类数据,为定位算法研发过程中问题查找、算法优化等提供数据支撑。It can be seen from the above description that the beneficial effects of the present invention are: the single point positioning receiver to be tested and the RTK receiver for comparison are installed on the same motion carrier, the differential data of the base station is forwarded to the RTK receiver, and the The positioning results of the measured single-point positioning receiver are compared with the positioning results calculated by the RTK receiver based on the differential data of the base station, so as to determine the accuracy of the dynamic single-point positioning of the receiver to be tested; only one verified RTK is required. The receiver can complete the test, which minimizes the test cost, and can be tested in a real dynamic environment according to the satellite signal actually received by the receiver, with high test accuracy; Provide data support for problem finding and algorithm optimization in the process of positioning algorithm research and development.
进一步的,所述步骤S1还包括:Further, the step S1 also includes:
配置所述基站接收机的数据采集类型和差分数据类型;configuring the data collection type and differential data type of the base station receiver;
所述步骤S2之前还包括:Before the step S2, it also includes:
配置所述待测接收机和高等级接收机的采样间隔和截止高度角;Configure the sampling interval and cut-off altitude angle of the receiver to be tested and the high-level receiver;
配置所述待测接收机和高等级接收机的观测量及星历输出类型;Configure the observation quantity and ephemeris output type of the receiver to be tested and the high-level receiver;
配置所述待测接收机的单点定位解算参数和高等级接收机的RTK解算参数。Configure the single-point positioning calculation parameters of the receiver to be tested and the RTK calculation parameters of the high-level receiver.
由上述描述可知,在执行测试之前,对基站接收机、待测接收机和高等级接收机进行配置,保证了后续进行测试的可靠性和有效性。As can be seen from the above description, before performing the test, the base station receiver, the receiver under test and the high-level receiver are configured to ensure the reliability and validity of the subsequent test.
进一步的,所述步骤S2之前还包步骤:Further, steps are also included before the step S2:
检查所述基站接收机、待测接收机和高等级接收机的配置是否正确;Check whether the configurations of the base station receiver, the receiver under test and the high-level receiver are correct;
检查所述基站接收机和高等级接收机之间的通信链路是否正确;Check whether the communication link between the base station receiver and the high-level receiver is correct;
若均正确,则执行步骤S2。If all are correct, go to step S2.
由上述描述可知,在执行测试之前,先对基站接收机、待测接收机和高等级接收机的相关数据配置以及基站接收机和高等级接收机之间的通信链路进行检测验证,待检测验证均正确后再执行后续的测试,不仅保证了测试的可靠性,也避免了无用测试的进行,节省资源消耗。It can be seen from the above description that before the test is performed, the relevant data configuration of the base station receiver, the receiver under test and the high-level receiver, and the communication link between the base station receiver and the high-level receiver are tested and verified. After the verification is correct, subsequent tests are performed, which not only ensures the reliability of the test, but also avoids useless tests and saves resource consumption.
进一步的,所述步骤S4中所述根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度包括:Further, in the step S4, determining the dynamic single-point positioning accuracy of the receiver under test according to the first positioning result and the second positioning result includes:
在所述第二定位结果中剔除浮点解和单点解,保留固定解;Eliminate floating-point solutions and single-point solutions from the second positioning result, and retain fixed solutions;
根据第一定位结果和第二定位结果中的固定解确定所述待测接收机的动态单点定位精度。The dynamic single-point positioning accuracy of the receiver under test is determined according to the fixed solution in the first positioning result and the second positioning result.
由上述描述可知,基于RTK固定解来进行动态单点定位精度测试,进一步提高了测试精度。It can be seen from the above description that the dynamic single-point positioning accuracy test is performed based on the RTK fixed solution, which further improves the test accuracy.
进一步的,所述步骤S4中所述根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度包括:Further, in the step S4, determining the dynamic single-point positioning accuracy of the receiver under test according to the first positioning result and the second positioning result includes:
将所述第一定位结果和第二定位结果分别转换为站心坐标系定位数据,得到第一站心坐标系定位结果和第二站心坐标系定位结果;The first positioning result and the second positioning result are respectively converted into the station center coordinate system positioning data, and the first station center coordinate system positioning result and the second station center coordinate system positioning result are obtained;
确定第一站心坐标系定位结果和第二站心坐标系定位结果之间的差值;Determine the difference between the positioning result of the first station center coordinate system and the positioning result of the second station center coordinate system;
根据所述差值确定所述待测接收机和高等级接收机的定位结果在站心坐标系中各个方向差值的平均值;According to the difference value, determine the average value of the difference values in each direction of the positioning results of the receiver to be tested and the high-level receiver in the station center coordinate system;
根据所述差值和差值的平均值确定待测接收机的单点定位误差的标准差;Determine the standard deviation of the single-point positioning error of the receiver under test according to the difference and the average value of the difference;
根据所述差值的平均值和所述标准差确定所述待测接收机的动态单点定位精度。The dynamic single-point positioning accuracy of the receiver under test is determined according to the average value of the differences and the standard deviation.
由上述描述可知,以高等级接收机的RTK解算结果作为参考真值,将其与待测接收机的单点定位结果进行比对,通过差值、差值平均值、标准差综合确定所述待测接收机的动态单点定位精度,保证了动态单点定位精度判断的可靠性。It can be seen from the above description that the RTK calculation result of the high-level receiver is used as the reference true value, and it is compared with the single-point positioning result of the receiver under test, and the difference, the average value of the difference, and the standard deviation are comprehensively determined. The dynamic single-point positioning accuracy of the receiver under test is described, which ensures the reliability of the dynamic single-point positioning accuracy judgment.
实施例一Example 1
请参照图1,一种动态单点定位精度的测试方法,包括步骤:Please refer to Fig. 1, a kind of testing method of dynamic single-point positioning accuracy, including steps:
S1、安装基站接收机,确定所述基站接收机的精确位置;S1. Install a base station receiver, and determine the precise position of the base station receiver;
针对动态单点定位的测试需求,在远离大功率无线电发射源,远离高压输电线,附近无强烈发射卫星信号的物体,点位环视高度角15°以上无障碍物的观测条件下安装基站接收机及天线;According to the testing requirements of dynamic single point positioning, the base station receiver should be installed under the observation conditions that are far away from high-power radio transmission sources, away from high-voltage transmission lines, and there are no objects that strongly transmit satellite signals nearby, and the point position is under the observation conditions that the viewing height angle of the point is more than 15° and there are no obstacles. and antenna;
作为一个具体的场景,针对动态单点定位测试需要,在闽江学院广成楼南侧约100米处田径场上安置基站接收机和天线,其中基站接收机和天线为高性能测量型,能够支持多频多系统的卫星数据采集;As a specific scenario, for the needs of dynamic single-point positioning test, the base station receiver and antenna are placed on the track and field about 100 meters south of the Guangcheng Building of Minjiang University. Support multi-frequency and multi-system satellite data collection;
还包括:Also includes:
配置所述基站接收机的数据采集类型和差分数据类型,具体的,配置基站多频接收机的数据采样间隔为5Hz,配置基站接收机输出GPS/BDS/GLONASS观测量和星历,配置基站接收机向移动端高等级接收机播发的差分数据格式为RTCM3.2,报文类型为MSM4,具体内容为1074(GPS观测量)、1084(GLONASS观测量)、1124(BDS观测量)、1006(基站三维位置);Configure the data collection type and differential data type of the base station receiver. Specifically, configure the data sampling interval of the base station multi-frequency receiver to be 5 Hz, configure the base station receiver to output GPS/BDS/GLONASS observations and ephemeris, and configure the base station to receive The differential data format broadcast by the machine to the high-level receiver of the mobile terminal is RTCM3.2, the message type is MSM4, and the specific content is 1074 (GPS observation), 1084 (GLONASS observation), 1124 (BDS observation), 1006 ( 3D position of base station);
测定基站天线相位中心精确坐标,作为所述基站接收机的精确位置,具体的,通过闽江学院广成楼楼顶单基站(精确坐标已知,位置精度优于±3mm)采用静态相对定位方式测得基站天线相位中心精确坐标,基线长度约为100米,精度为±3mm;The precise coordinates of the base station antenna phase center are measured as the precise position of the base station receiver. Specifically, the static relative positioning method is adopted through the single base station on the roof of the Guangcheng Building of Minjiang University (the precise coordinates are known, and the position accuracy is better than ±3mm). The precise coordinates of the base station antenna phase center are measured, the baseline length is about 100 meters, and the accuracy is ±3mm;
S2、在运动载体上安装待测接收机和高等级接收机,所述待测接收机为单点定位接收机,所述高等级接收机为RTK接收机;S2. Install a receiver to be tested and a high-level receiver on the moving carrier, the receiver to be tested is a single point positioning receiver, and the high-level receiver is an RTK receiver;
还包括:Also includes:
配置所述待测接收机和高等级接收机的采样间隔和截止高度角,优选的,采用间隔为5Hz,截止高度角位15°;Configure the sampling interval and cut-off height angle of the receiver to be tested and the high-level receiver, preferably, the interval is 5Hz, and the cut-off height angle is 15°;
配置所述待测接收机和高等级接收机的观测量及星历输出类型,具体的,配置待测接收机输出单频观测量及广播星历,高等级接收机输出多频观测量及广播星历;Configure the observation and ephemeris output types of the receiver under test and the high-level receiver. Specifically, configure the receiver under test to output single-frequency observation and broadcast ephemeris, and the high-level receiver to output multi-frequency observation and broadcast Ephemeris;
配置所述待测接收机的单点定位解算参数和高等级接收机的RTK解算参数,具体的,配置待测接收机的单点定位解算模型为动态模型、卫星系统为GPS+BDS、频率单频、截止高度角为15°、电离层模型为经典的克罗布歇模型(Klobuchar)、对流层模型为经典的萨斯塔莫宁模型(Saastamoinen)等,进一步的,单点定位解算是根据伪距观测量逐历元独立的解算,所述伪距观测量未经过载波相位平滑;配置高等级接收机的RTK解算模型为动态模型,卫星系统为GPS/BDS/GLONASS、频率为多频、截止高度角为15°、电离层模型为无电离层组合模型、对流层模型为萨斯塔莫宁模型等;Configure the single-point positioning calculation parameters of the receiver to be tested and the RTK calculation parameters of the high-level receiver. Specifically, configure the single-point positioning calculation model of the receiver to be tested as a dynamic model, and the satellite system as GPS+BDS , frequency single frequency, cut-off altitude angle of 15°, ionospheric model is the classic Klobuchar model (Klobuchar), troposphere model is the classic Saastamoinen model (Saastamoinen), etc. Further, the single-point positioning solution is According to the epoch-by-epoch independent calculation of the pseudo-range observation, the pseudo-range observation is not smoothed by the carrier phase; the RTK calculation model equipped with a high-level receiver is a dynamic model, the satellite system is GPS/BDS/GLONASS, and the frequency is Multi-frequency, cut-off altitude angle of 15°, ionospheric model is a combination model without ionosphere, troposphere model is Sastamonen model, etc.;
S3、控制所述运动载体按照预设的规划路径进行移动,在运动载体移动过程中接收所述基站接收机发送的差分数据,并将所述差分数据转发给高等级接收机;S3. Control the moving carrier to move according to a preset planned path, receive differential data sent by the base station receiver during the moving process of the moving carrier, and forward the differential data to a high-level receiver;
在执行步骤S3之前,检查所述基站接收机、待测接收机和高等级接收机的配置是否正确;Before performing step S3, check whether the configurations of the base station receiver, the receiver under test and the high-level receiver are correct;
检查所述基站接收机和高等级接收机之间的通信链路是否正确;Check whether the communication link between the base station receiver and the high-level receiver is correct;
若均正确,则执行步骤S3;If all are correct, execute step S3;
具体的,安置通信器件使得基站接收机与高等级接收机能够通信,具体的,安置数传模块,使得基站接收机能够向高等级接收机发送差分数据,其具体的结构示意图如图3所示;Specifically, the communication device is placed so that the base station receiver and the high-level receiver can communicate. Specifically, the data transmission module is placed so that the base station receiver can send differential data to the high-level receiver. The specific structure diagram is shown in Figure 3. ;
保存并检查基站接收机观测数据;Save and check base station receiver observation data;
保存并检查待测接收机观测数据;Save and check the observation data of the receiver under test;
保存并检查高等级接收机观测数据;save and review high-level receiver observations;
保存并检查基站接收机向高等级接收机播发的差分数据类型;Save and check the differential data type advertised by the base station receiver to the high-level receiver;
保存并检查待测接收机单点定位结果及高等级接收机RTK定位结果;Save and check the single-point positioning results of the receiver under test and the RTK positioning results of the high-level receiver;
在执行路径规划时,选择人流量少的时段,在田径场上空规划航线,如图4所示;When executing path planning, choose a time period with less traffic, and plan a route over the track and field, as shown in Figure 4;
设计无人机飞行的状态为爬升、直线飞行、曲线飞行、降落四种状态;The flying states of the UAV are designed as climb, straight flight, curve flight and landing;
S4、接收所述待测接收机进行单点定位解算得到的第一定位结果和所述高等级接收机根据所述差分数据进行RTK解算得到的第二定位结果,根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度;S4. Receive a first positioning result obtained by performing single-point positioning calculation by the receiver to be tested and a second positioning result obtained by performing RTK calculation by the high-level receiver according to the differential data. According to the first positioning result The result and the second positioning result determine the dynamic single-point positioning accuracy of the receiver under test;
所述根据所述第一定位结果和第二定位结果确定所述待测接收机的动态单点定位精度包括:The determining the dynamic single-point positioning accuracy of the receiver under test according to the first positioning result and the second positioning result includes:
在所述第二定位结果中剔除浮点解和单点解,保留固定解;Eliminate floating-point solutions and single-point solutions from the second positioning result, and retain fixed solutions;
根据第一定位结果和第二定位结果中的固定解确定所述待测接收机的RTK精度,即在得到的全部定位结果中取高等级接收RTK定位的固定解作为单点定位精度评价的基准值,取待测接收机单点定位结果与高等级接收机RTK固定解进行分析评价;Determine the RTK accuracy of the receiver under test according to the fixed solution in the first positioning result and the second positioning result, that is, take the fixed solution of high-level receiving RTK positioning from all the obtained positioning results as the benchmark for single-point positioning accuracy evaluation value, take the single-point positioning result of the receiver to be tested and the RTK fixed solution of the high-level receiver for analysis and evaluation;
具体的,将所述第一定位结果和第二定位结果分别转换为站心坐标系定位数据,得到第一站心坐标系定位结果和第二站心坐标系定位结果;Specifically, the first positioning result and the second positioning result are respectively converted into the positioning data of the station center coordinate system, and the first station center coordinate system positioning result and the second station center coordinate system positioning result are obtained;
RTK算法和单点定位算法解算出的定位结果的坐标为地心地固坐标系,包括空间直角坐标系XYZ及大地坐标系BLH,其与站心坐标系(ENU)的坐标系转换公式如下:The coordinates of the positioning result calculated by the RTK algorithm and the single-point positioning algorithm are the geocentric fixed coordinate system, including the space Cartesian coordinate system XYZ and the geodetic coordinate system BLH, and the coordinate system conversion formula between it and the station center coordinate system (ENU) is as follows:
式中,XYZ为定位结果在空间直角坐标系下的坐标,BLH为定位结果在大地坐标系下的坐标,N为椭球面卯酉圈的曲率半径,e为椭球的第一偏心率,ENU为定位结果在站心坐标系下的坐标;In the formula, XYZ is the coordinate of the positioning result in the space rectangular coordinate system, BLH is the coordinate of the positioning result in the geodetic coordinate system, N is the radius of curvature of the ellipsoid surface, e is the first eccentricity of the ellipsoid, ENU is the coordinates of the positioning result in the station center coordinate system;
确定第一站心坐标系定位结果和第二站心坐标系定位结果之间的差值,即计算各历元待测接收机单点定位结果和高等级接收机RTK固定解在站心坐标系中各方向的差值,计算公式如下:Determine the difference between the positioning result of the first station center coordinate system and the positioning result of the second station center coordinate system, that is, calculate the single-point positioning result of the receiver to be tested in each epoch and the RTK fixed solution of the high-level receiver in the station center coordinate system The difference in each direction is calculated as follows:
式中,ΔEi,ΔNi,ΔUi为第i次待测接收机和对比接收机的定位结果在E、N、U方向上的差值(i=1,2,…,n);Ei,a,Ni,a,Ui,a为第i次待测接收机的定位结果在E、N、U方向上的分量;Ei,b,Ni,b,Ui,b为第i次高等级接收机的定位结果在E、N、U方向上的分量;In the formula, ΔE i , ΔN i , ΔU i are the differences between the positioning results of the i-th receiver under test and the comparison receiver in the directions E, N, and U (i=1, 2,...,n); E i,a ,N i,a ,U i,a are the components of the positioning result of the i-th receiver under test in the E, N, and U directions; E i,b ,N i,b ,U i,b are The components of the positioning result of the i-th high-level receiver in the E, N, and U directions;
根据所述差值确定所述待测接收机和高等级接收机的定位结果在站心坐标系中各个方向差值的平均值,计算公式如下:According to the difference, determine the average value of the difference in each direction of the positioning results of the receiver under test and the high-level receiver in the station center coordinate system, and the calculation formula is as follows:
式中,为待测接收机和高等级接收机定位结果在E、N、U方向分量上差值的平均值;In the formula, is the average value of the difference in the E, N, U direction components of the positioning results of the receiver under test and the high-level receiver;
根据所述差值和差值平均值确定待测接收机的单点定位误差的标准差,计算公式如下:The standard deviation of the single-point positioning error of the receiver under test is determined according to the difference and the average value of the difference, and the calculation formula is as follows:
式中,σE,σN,σU为待测接收机和对比接收机在E、N、U方向分量上差值的标准差;In the formula, σ E , σ N , σ U are the standard deviation of the difference between the receiver under test and the comparison receiver in the directions E, N, and U;
根据所述差值的平均值和所述标准差确定所述待测接收机的动态单点定位精度,其计算公式如下:The dynamic single-point positioning accuracy of the receiver under test is determined according to the average value of the differences and the standard deviation, and the calculation formula is as follows:
式中,ME,MN,MU为待测接收机单点定位结果在E、N、U方向分量上定位精度。In the formula, M E , M N , and M U are the positioning accuracy of the single-point positioning result of the receiver under test in the E, N, and U direction components.
实施例二
将上述定位精度的测试方法应用于具体的场景中,选择在闽江学院南侧田径场上进行小型无人机机载实验,其中无人机飞行速度为8m/s,飞行高度约为80米,飞行时间约20分钟。测试时基站精确位置已知,基站与移动站之间的距离优于300米。基站接收机支持多频多模的数据采集及传输,小型无人机上将一台待测接收机和高等级接收机通过功率分配器与一个螺旋天线连接,其中待测接收机用于进行动态单点定位解算,高等级接收机用于进行RTK解算。将待测接收机每个历元的单点定位结果与对应历元的高等级接收机RTK定位结果(固定解)进行比较,得到待测接收机动态单点定位精度。The above positioning accuracy test method was applied to a specific scene, and the small UAV airborne experiment was carried out on the track and field on the south side of Minjiang University, in which the UAV flying speed was 8m/s and the flying height was about 80 meters. , the flight time is about 20 minutes. The precise location of the base station is known during the test, and the distance between the base station and the mobile station is better than 300 meters. The base station receiver supports multi-frequency and multi-mode data collection and transmission. On the small UAV, a receiver to be tested and a high-level receiver are connected to a helical antenna through a power divider. The receiver to be tested is used for dynamic single Point positioning solution, high-level receiver is used for RTK solution. The single-point positioning result of the receiver under test in each epoch is compared with the RTK positioning result (fixed solution) of the high-level receiver of the corresponding epoch, and the dynamic single-point positioning accuracy of the receiver under test is obtained.
实验时,作为搭载接收机的小型无人机按照爬升、直线飞行、曲线飞行、降落四种运动状态飞行。四种状态下待测接收机与高等级接收机在E、N、U坐标分量上差值的分布分别如图4、5、6、7所示。分别统计四种状态下待测单频接收机与高等级多频接收机在E、N、U坐标分量上及水平(Horizontal,H)、三维(three-dimension,3D)方向上差值的精确度(标准差)和准确度,如表1所示。从测试结果可知,待测接收机的动态单点定位精度优于5m。During the experiment, the small UAV equipped with the receiver flies according to four motion states of climbing, straight flight, curved flight and landing. The distribution of the difference between the receiver under test and the high-level receiver in the E, N, and U coordinate components under the four states is shown in Figures 4, 5, 6, and 7, respectively. Calculate the accuracy of the difference between the single-frequency receiver to be tested and the high-level multi-frequency receiver in the E, N, U coordinate components and in the horizontal (Horizontal, H) and three-dimensional (3D) directions in the four states respectively. degree (standard deviation) and accuracy, as shown in Table 1. It can be seen from the test results that the dynamic single-point positioning accuracy of the receiver under test is better than 5m.
表1四种运动状态下待测接收机动态单点定位精度统计(1σ)Table 1 Statistics (1σ) of dynamic single-point positioning accuracy of the receiver under test under four motion states
实施例三
请参照图2,一种动态单点定位精度的测试终端1,包括存储器2、处理器3及存储在存储器2上并可在所述处理器3上运行的计算机程序,所述处理器3执行所述计算机程序时实现实施例一中的各个步骤。Please refer to FIG. 2 , a
综上所述,本发明提供的一种动态单点定位精度的测试方法及终端,将待测的单点定位接收机和用于比对的RTK接收机安装在同一运动载体上,将基站的差分数据转发给RTK接收机,将待测的单点定位接收机的定位结果跟RTK接收机基于基站差分数据解算出的定位结果进行比对,从而确定待测接收机的动态单点定位的精度;仅需要一台经检定过的RTK接收机便可完成测试,最大限度地缩减了测试成本,并且可以根据接收机实际接收的卫星信号在真实的动态环境中进行测试,测试准确度高;同时能够保存测试过程中的各类数据,为定位算法研发过程中问题查找、算法优化等提供数据支撑。To sum up, the present invention provides a method and terminal for testing the accuracy of dynamic single-point positioning. The single-point positioning receiver to be tested and the RTK receiver used for comparison are installed on the same moving carrier, and the The differential data is forwarded to the RTK receiver, and the positioning result of the single-point positioning receiver to be tested is compared with the positioning result calculated by the RTK receiver based on the differential data of the base station, so as to determine the accuracy of the dynamic single-point positioning of the receiver under test. ; Only one certified RTK receiver is needed to complete the test, which minimizes the test cost, and can be tested in a real dynamic environment according to the satellite signal actually received by the receiver, with high test accuracy; at the same time It can save all kinds of data in the testing process, and provide data support for problem finding and algorithm optimization in the process of positioning algorithm research and development.
以上所述仅为本发明的实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等同变换,或直接或间接运用在相关的技术领域,均同理包括在本发明的专利保护范围内。The above descriptions are only examples of the present invention, and are not intended to limit the scope of the present invention. Any equivalent transformations made by using the contents of the description and drawings of the present invention, or directly or indirectly applied in related technical fields, are similarly included in the within the scope of patent protection of the present invention.
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