[go: up one dir, main page]

CN115514648B - Broadband resource point drift detection method, device, equipment and computer storage medium - Google Patents

Broadband resource point drift detection method, device, equipment and computer storage medium Download PDF

Info

Publication number
CN115514648B
CN115514648B CN202110629200.3A CN202110629200A CN115514648B CN 115514648 B CN115514648 B CN 115514648B CN 202110629200 A CN202110629200 A CN 202110629200A CN 115514648 B CN115514648 B CN 115514648B
Authority
CN
China
Prior art keywords
resource
resource point
points
point group
determining
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202110629200.3A
Other languages
Chinese (zh)
Other versions
CN115514648A (en
Inventor
肖亮
赵洋
徐海潮
袁铁山
徐海萍
徐勇
方勤
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Mobile Communications Group Co Ltd
China Mobile Group Zhejiang Co Ltd
Original Assignee
China Mobile Communications Group Co Ltd
China Mobile Group Zhejiang Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Mobile Communications Group Co Ltd, China Mobile Group Zhejiang Co Ltd filed Critical China Mobile Communications Group Co Ltd
Priority to CN202110629200.3A priority Critical patent/CN115514648B/en
Publication of CN115514648A publication Critical patent/CN115514648A/en
Application granted granted Critical
Publication of CN115514648B publication Critical patent/CN115514648B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/04—Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/32—Specific management aspects for broadband networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0876—Network utilisation, e.g. volume of load or congestion level
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/10—Active monitoring, e.g. heartbeat, ping or trace-route
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02—Services making use of location information
    • H04W4/029—Location-based management or tracking services

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • Environmental & Geological Engineering (AREA)
  • Health & Medical Sciences (AREA)
  • Cardiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a broadband resource point drift detection method, a device, equipment and a computer program product. The invention can realize the detection of the broadband resource point drift without manually detecting the resource point, and improves the detection efficiency of the broadband resource point drift.

Description

宽带资源点漂移检测方法、装置、设备及计算机存储介质Broadband resource point drift detection method, device, equipment and computer storage medium

技术领域technical field

本发明涉及移动通信技术领域，尤其涉及一种宽带资源点漂移检测方法、装置、设备及计算机程序产品。The present invention relates to the technical field of mobile communication, in particular to a method, device, equipment and computer program product for detecting drift of broadband resource points.

背景技术Background technique

目前，在移动通信领域，宽带资源点位置在实际业务操作过程中发现存在一定的误差，在精细化场景营销中导致业务数据和实际情况有偏差。At present, in the field of mobile communications, some errors are found in the location of broadband resource points in the actual business operation process, which leads to deviations between business data and actual conditions in refined scene marketing.

需要说明的是，现有的漂移资源点以人工反馈并核对为主，检测效率偏低。It should be noted that the existing drift resource points are mainly based on manual feedback and verification, and the detection efficiency is low.

发明内容Contents of the invention

本发明的主要目的在于提供一种宽带资源点漂移检测方法、装置、设备及计算机程序产品，旨在解决如何提高宽带资源点漂移的检测效率的技术问题。The main purpose of the present invention is to provide a broadband resource point drift detection method, device, equipment and computer program product, aiming at solving the technical problem of how to improve the detection efficiency of broadband resource point drift.

为实现上述目的，本发明提供一种宽带资源点漂移检测方法，所述宽带资源点漂移检测方法包括以下步骤：In order to achieve the above object, the present invention provides a broadband resource point drift detection method, the broadband resource point drift detection method includes the following steps:

在检测到漂移检测指令时，获取检测区域内资源点的名称，根据所述资源点的名称对所述资源点进行分组，得到资源点组；When the drift detection instruction is detected, the names of the resource points in the detection area are obtained, and the resource points are grouped according to the names of the resource points to obtain resource point groups;

确定所述资源点组对应的微格集，根据所述资源点组对应的微格集确定所述资源点组的基准微格；determining the microcell set corresponding to the resource point group, and determining the reference microcell of the resource point group according to the microcell set corresponding to the resource point group;

确定所述资源点组中资源点与所述资源点组的基准微格的中心点之间的距离，根据所述距离确定所述资源点组中资源点的漂移结果。determining the distance between the resource points in the resource point group and the center point of the reference microgrid of the resource point group, and determining the drift result of the resource points in the resource point group according to the distance.

可选地，所述根据所述资源点组对应的微格集确定所述资源点组的基准微格的步骤包括：Optionally, the step of determining the reference microgrid of the resource point group according to the microgrid set corresponding to the resource point group includes:

确定所述资源点组对应的微格集中各微格的资源点的个数，确定所述资源点组对应的微格集中各微格的资源点包含的宽带的数量；Determine the number of resource points in each micro-grid in the micro-grid set corresponding to the resource point group, and determine the number of bandwidths contained in each micro-grid resource point in the micro-grid set corresponding to the resource point group;

根据所述个数与所述数量确定所述资源点组对应的微格集中各微格的评分；determining the score of each microgrid in the microgrid set corresponding to the resource point group according to the number and the quantity;

确定所述资源点组对应的微格集中所述评分最高的微格为所述资源点组的基准微格。It is determined that the micro-grid with the highest score in the micro-grid set corresponding to the resource point group is the reference micro-grid of the resource point group.

可选地，所述根据所述资源点的名称对所述资源点进行分组的步骤包括：Optionally, the step of grouping the resource points according to the names of the resource points includes:

根据所述检测区域的范围确定需要保留的名称信息，根据所述需要保留的名称信息对所述资源点的名称进行简化，得到简化名称；determining the name information that needs to be reserved according to the scope of the detection area, and simplifying the name of the resource point according to the name information that needs to be reserved to obtain a simplified name;

根据所述简化名称对所述资源点进行分组。The resource points are grouped according to the simplified names.

可选地，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤包括：Optionally, the step of determining the drift result of the resource points in the resource point group according to the distance includes:

判断所述距离是否大于第一预设阈值；judging whether the distance is greater than a first preset threshold;

若是，则确定所述资源点组中资源点发生了漂移；If yes, then determine that the resource points in the resource point group have drifted;

若否，则确定所述资源点组中资源点没有发生漂移。If not, it is determined that the resource points in the resource point group do not drift.

可选地，所述确定所述资源点组中资源点发生了漂移的步骤之后，还包括：Optionally, after the step of determining that the resource points in the resource point group have drifted, it further includes:

若所述距离大于第二预设阈值，则确定所述资源点组中资源点与所述资源点组中资源点周围第一预设范围内的微格之间的第一名称相似度；If the distance is greater than a second preset threshold, then determine a first name similarity between the resource point in the resource point group and microgrids within a first preset range around the resource point in the resource point group;

根据所述第一名称相似度确定所述资源点组中资源点的漂移类型。Determine the drift type of the resource points in the resource point group according to the first name similarity.

可选地，确定所述资源点组中资源点发生了漂移的步骤之后，还包括：Optionally, after the step of determining that the resource points in the resource point group have drifted, the method further includes:

若所述距离大于第一预设阈值且小于或者等于第二预设阈值，则确定所述资源点组中资源点与所述基准微格之间及与所述基准微格周边第二预设范围内的微格之间的第二名称相似度；If the distance is greater than the first preset threshold and less than or equal to the second preset threshold, determine a second preset distance between the resource point in the resource point group and the reference microgrid and the surrounding of the reference microgrid. Secondary name similarity between microlattices in range;

根据所述第二名称相似度确定所述资源点组中资源点的漂移类型。Determine the drift type of the resource points in the resource point group according to the second name similarity.

可选地，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤之后，还包括：Optionally, after the step of determining the drift result of the resource points in the resource point group according to the distance, it further includes:

记录所述检测区域内资源点的名称与漂移结果，以根据所述检测区域内资源点的名称与漂移结果对所述检测区域内的资源点进行可视化展示。Recording the names and drifting results of the resource points in the detection area, so as to visually display the resource points in the detection area according to the names and drifting results of the resource points in the detection area.

进一步地，为实现上述目的，本发明还提供一种宽带资源点漂移检测装置，所述宽带资源点漂移检测装置包括：Further, in order to achieve the above purpose, the present invention also provides a broadband resource point drift detection device, the broadband resource point drift detection device includes:

资源点分组模块，用于在检测到漂移检测指令时，获取检测区域内资源点的名称，根据所述资源点的名称对所述资源点进行分组，得到资源点组；A resource point grouping module, configured to acquire the names of resource points in the detection area when a drift detection instruction is detected, and group the resource points according to the names of the resource points to obtain resource point groups;

基准微格确定模块，用于确定所述资源点组对应的微格集，根据所述资源点组对应的微格集确定所述资源点组的基准微格；A reference microgrid determination module, configured to determine a microgrid set corresponding to the resource point group, and determine a reference microgrid of the resource point group according to the microgrid set corresponding to the resource point group;

漂移结果确定模块，用于确定所述资源点组中资源点与所述资源点组的基准微格的中心点之间的距离，根据所述距离确定所述资源点组中资源点的漂移结果。A drift result determination module, configured to determine the distance between the resource point in the resource point group and the center point of the reference microgrid of the resource point group, and determine the drift result of the resource point in the resource point group according to the distance .

进一步地，为实现上述目的，本发明还提供一种宽带资源点漂移检测设备，所述宽带资源点漂移检测设备包括存储器、处理器以及存储在所述存储器上并可在所述处理器上运行的宽带资源点漂移检测程序，所述宽带资源点漂移检测程序被所述处理器执行时实现如上述所述的宽带资源点漂移检测方法的步骤。Further, in order to achieve the above object, the present invention also provides a device for detecting drift of broadband resource points, the device for detecting drift of broadband resource points includes a memory, a processor, and a device stored in the memory and operable on the processor. A broadband resource point drift detection program, when the broadband resource point drift detection program is executed by the processor, implements the steps of the broadband resource point drift detection method as described above.

进一步地，为实现上述目的，本发明还提供一种计算机程序产品，所述计算机程序产品包括宽带资源点漂移检测程序，所述宽带资源点漂移检测程序被处理器执行时实现如上所述的宽带资源点漂移检测方法的步骤。Further, in order to achieve the above object, the present invention also provides a computer program product, the computer program product includes a broadband resource point drift detection program, and when the broadband resource point drift detection program is executed by a processor, the broadband resource point drift detection program as described above is realized. The steps of the resource point drift detection method.

本申请提出的宽带资源点漂移检测方法、装置、设备及计算机程序产品，通过在检测到漂移检测指令时，获取检测区域内所有资源点的名称，根据名称对资源点进行分组，得到资源点组，再确定每个资源点组对应的微格集，根据资源点组对应的微格集确定每个资源点组的基准微格，确定每个资源点组中资源点与基准微格中心点之间的距离，根据距离来确定资源点组中资源点的漂移结果。本发明不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。The wideband resource point drift detection method, device, equipment and computer program product proposed in this application obtain the names of all resource points in the detection area when a drift detection instruction is detected, and group the resource points according to the names to obtain the resource point group , and then determine the microgrid set corresponding to each resource point group, determine the reference microgrid of each resource point group according to the microgrid set corresponding to the resource point group, and determine the distance between the resource point and the reference microgrid center point in each resource point group The distance between them is used to determine the drifting result of the resource points in the resource point group according to the distance. The present invention can realize the detection of drift of broadband resource points without manual detection of resource points, and improves the efficiency of detecting drift of broadband resource points.

附图说明Description of drawings

图1为本发明宽带资源点漂移检测设备实施例方案涉及的设备硬件运行环境的结构示意图；FIG. 1 is a schematic structural diagram of the hardware operating environment of the device involved in the implementation scheme of the broadband resource point drift detection device of the present invention;

图2为本发明宽带资源点漂移检测方法第一实施例的流程示意图；FIG. 2 is a schematic flow chart of a first embodiment of a broadband resource point drift detection method according to the present invention;

图3为本发明宽带资源点漂移检测方法第二实施例的流程示意图；FIG. 3 is a schematic flow chart of a second embodiment of a broadband resource point drift detection method according to the present invention;

图4为本发明宽带资源点漂移检测方法第三实施例的流程示意图；4 is a schematic flowchart of a third embodiment of a broadband resource point drift detection method according to the present invention;

图5为本发明宽带资源点漂移检测方法第四实施例的流程示意图；FIG. 5 is a schematic flowchart of a fourth embodiment of a method for detecting drift of a broadband resource point according to the present invention;

图6为本发明宽带资源点漂移检测方法第五实施例的流程示意图；FIG. 6 is a schematic flowchart of a fifth embodiment of a broadband resource point drift detection method according to the present invention;

图7为本发明宽带资源点漂移检测方法第六实施例的流程示意图；7 is a schematic flowchart of a sixth embodiment of a broadband resource point drift detection method according to the present invention;

图8为本发明宽带资源点漂移检测方法第七实施例的流程示意图；FIG. 8 is a schematic flowchart of a seventh embodiment of a broadband resource point drift detection method according to the present invention;

图9为本发明宽带资源点漂移检测装置较佳实施例的功能模块示意图。FIG. 9 is a schematic diagram of functional modules of a preferred embodiment of a broadband resource point drift detection device according to the present invention.

本发明目的的实现、功能特点及优点将结合实施例，参照附图做进一步说明。The realization of the purpose of the present invention, functional characteristics and advantages will be further described in conjunction with the embodiments and with reference to the accompanying drawings.

具体实施方式Detailed ways

应当理解，此处所描述的具体实施例仅用以解释本发明，并不用于限定本发明。It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

本申请实施例的主要解决方案是：通过在检测到漂移检测指令时，获取检测区域内所有资源点的名称，根据名称对资源点进行分组，得到资源点组，再确定每个资源点组对应的微格集，根据资源点组对应的微格集确定每个资源点组的基准微格，确定每个资源点组中资源点与基准微格中心点之间的距离，根据距离来确定资源点组中资源点的漂移结果。本发明不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。The main solution of the embodiment of the present application is: when a drift detection instruction is detected, obtain the names of all resource points in the detection area, group the resource points according to the names to obtain resource point groups, and then determine the corresponding According to the microgrid set corresponding to the resource point group, determine the benchmark microgrid of each resource point group, determine the distance between the resource point in each resource point group and the center point of the benchmark microgrid, and determine the resource according to the distance The drift result of the resource points in the point group. The present invention can realize the detection of drift of broadband resource points without manual detection of resource points, and improves the efficiency of detecting drift of broadband resource points.

本申请实施例考虑到，现有相关方案中，在移动通信领域，宽带资源点位置在实际业务操作过程中发现存在一定的误差，在精细化场景营销中导致业务数据和实际情况有偏差，现有的漂移资源点以人工反馈并核对为主，检测效率偏低。The embodiment of this application considers that in the existing related solutions, in the field of mobile communications, certain errors are found in the location of broadband resource points during actual business operations, which leads to deviations between business data and actual conditions in refined scene marketing. Some drift resource points mainly rely on manual feedback and verification, and the detection efficiency is low.

因此，本申请实施例提出解决方案，可以实现不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。Therefore, the embodiment of the present application proposes a solution, which can realize the detection of broadband resource point drift without manually detecting resource points, and improves the efficiency of detecting broadband resource point drift.

本发明提供一种宽带资源点漂移检测设备，参照图1，图1为本发明宽带资源点漂移检测设备实施例方案涉及的设备硬件运行环境的结构示意图。The present invention provides a broadband resource point drift detection device. Referring to FIG. 1 , FIG. 1 is a schematic structural diagram of the hardware operating environment of the device involved in an embodiment of the broadband resource point drift detection device of the present invention.

如图1所示，该宽带资源点漂移检测设备可以包括：处理器1001，例如CPU，通信总线1002、用户接口1003，网络接口1004，存储器1005。其中，通信总线1002用于实现这些组件之间的连接通信。用户接口1003可以包括显示屏(Display)、输入单元比如键盘(Keyboard)，可选用户接口1003还可以包括标准的有线接口、无线接口。网络接口1004可选的可以包括标准的有线接口、无线接口(如WI-FI接口)。存储器1005可以是高速RAM存储器，也可以是稳定的存储器(non-volatile memory)，例如磁盘存储器。存储器1005可选的还可以是独立于前述处理器1001的存储设备。As shown in FIG. 1 , the broadband resource point drift detection device may include: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface and a wireless interface. Optionally, the network interface 1004 may include a standard wired interface and a wireless interface (such as a WI-FI interface). The memory 1005 can be a high-speed RAM memory, or a stable memory (non-volatile memory), such as a disk memory. Optionally, the memory 1005 may also be a storage device independent of the aforementioned processor 1001 .

本领域技术人员可以理解，图1中示出的宽带资源点漂移检测设备的硬件结构并不构成对宽带资源点漂移检测设备的限定，可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。Those skilled in the art can understand that the hardware structure of the broadband resource point drift detection device shown in FIG. certain components, or a different arrangement of components.

如图1所示，作为一种计算机可读存储介质的存储器1005中可以包括操作系统、网络通信模块、用户接口模块以及宽带资源点漂移检测程序。其中，操作系统是管理和控制宽带资源点漂移检测设备与软件资源的程序，支持网络通信模块、用户接口模块、宽带资源点漂移检测程序以及其他程序或软件的运行；网络通信模块用于管理和控制网络接口1004；用户接口模块用于管理和控制用户接口1003。As shown in FIG. 1 , the memory 1005 as a computer-readable storage medium may include an operating system, a network communication module, a user interface module, and a broadband resource point drift detection program. Among them, the operating system is a program for managing and controlling broadband resource point drift detection equipment and software resources, and supports the operation of the network communication module, user interface module, broadband resource point drift detection program, and other programs or software; the network communication module is used for management and Control the network interface 1004; the user interface module is used to manage and control the user interface 1003.

在图1所示的宽带资源点漂移检测设备硬件结构中，网络接口1004主要用于连接后台服务器，与后台服务器进行数据通信；用户接口1003主要用于连接客户端，与客户端进行数据通信；处理器1001可以调用存储器1005中存储的宽带资源点漂移检测程序，并执行以下操作：In the hardware structure of the broadband resource point drift detection device shown in Figure 1, the network interface 1004 is mainly used to connect to the background server and perform data communication with the background server; the user interface 1003 is mainly used to connect to the client and perform data communication with the client; The processor 1001 can call the broadband resource point drift detection program stored in the memory 1005, and perform the following operations:

在检测到漂移检测指令时，获取检测区域内资源点的名称，根据所述资源点的名称对所述资源点进行分组，得到资源点组；When the drift detection instruction is detected, the names of the resource points in the detection area are obtained, and the resource points are grouped according to the names of the resource points to obtain resource point groups;

确定所述资源点组对应的微格集，根据所述资源点组对应的微格集确定所述资源点组的基准微格；determining the microcell set corresponding to the resource point group, and determining the reference microcell of the resource point group according to the microcell set corresponding to the resource point group;

确定所述资源点组中资源点与所述资源点组的基准微格的中心点之间的距离，根据所述距离确定所述资源点组中资源点的漂移结果。determining the distance between the resource points in the resource point group and the center point of the reference microgrid of the resource point group, and determining the drift result of the resource points in the resource point group according to the distance.

进一步地，所述根据所述资源点组对应的微格集确定所述资源点组的基准微格的步骤包括：Further, the step of determining the reference microgrid of the resource point group according to the microgrid set corresponding to the resource point group includes:

确定所述资源点组对应的微格集中各微格的资源点的个数，确定所述资源点组对应的微格集中各微格的资源点包含的宽带的数量；Determine the number of resource points in each micro-grid in the micro-grid set corresponding to the resource point group, and determine the number of bandwidths contained in each micro-grid resource point in the micro-grid set corresponding to the resource point group;

根据所述个数与所述数量确定所述资源点组对应的微格集中各微格的评分；determining the score of each microgrid in the microgrid set corresponding to the resource point group according to the number and the quantity;

确定所述资源点组对应的微格集中所述评分最高的微格为所述资源点组的基准微格。It is determined that the micro-grid with the highest score in the micro-grid set corresponding to the resource point group is the reference micro-grid of the resource point group.

进一步地，所述根据所述资源点的名称对所述资源点进行分组的步骤包括：Further, the step of grouping the resource points according to the names of the resource points includes:

根据所述检测区域的范围确定需要保留的名称信息，根据所述需要保留的名称信息对所述资源点的名称进行简化，得到简化名称；determining the name information that needs to be reserved according to the scope of the detection area, and simplifying the name of the resource point according to the name information that needs to be reserved to obtain a simplified name;

根据所述简化名称对所述资源点进行分组。The resource points are grouped according to the simplified names.

进一步地，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤包括：Further, the step of determining the drift result of the resource points in the resource point group according to the distance includes:

判断所述距离是否大于第一预设阈值；judging whether the distance is greater than a first preset threshold;

若是，则确定所述资源点组中资源点发生了漂移；If yes, then determine that the resource points in the resource point group have drifted;

若否，则确定所述资源点组中资源点没有发生漂移。If not, it is determined that the resource points in the resource point group do not drift.

进一步地，所述确定所述资源点组中资源点发生了漂移的步骤之后，还包括：Further, after the step of determining that the resource points in the resource point group have drifted, it also includes:

若所述距离大于第二预设阈值，则确定所述资源点组中资源点与所述资源点组中资源点周围第一预设范围内的微格之间的第一名称相似度；If the distance is greater than a second preset threshold, then determine a first name similarity between the resource point in the resource point group and microgrids within a first preset range around the resource point in the resource point group;

根据所述第一名称相似度确定所述资源点组中资源点的漂移类型。Determine the drift type of the resource points in the resource point group according to the first name similarity.

进一步地，所述确定所述资源点组中资源点发生了漂移的步骤之后，还包括：Further, after the step of determining that the resource points in the resource point group have drifted, it also includes:

若所述距离大于第一预设阈值且小于或者等于第二预设阈值，则确定所述资源点组中资源点与所述基准微格之间及与所述基准微格周边第二预设范围内的微格之间的第二名称相似度；If the distance is greater than the first preset threshold and less than or equal to the second preset threshold, determine a second preset distance between the resource point in the resource point group and the reference microgrid and the surrounding of the reference microgrid. Secondary name similarity between microlattices in range;

根据所述第二名称相似度确定所述资源点组中资源点的漂移类型。Determine the drift type of the resource points in the resource point group according to the second name similarity.

进一步地，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤之后，还包括：Further, after the step of determining the drift result of the resource points in the resource point group according to the distance, it also includes:

记录所述检测区域内资源点的名称与漂移结果，以根据所述检测区域内资源点的名称与漂移结果对所述检测区域内的资源点进行可视化展示。Recording the names and drifting results of the resource points in the detection area, so as to visually display the resource points in the detection area according to the names and drifting results of the resource points in the detection area.

本实施例通过上述方案，在检测到漂移检测指令时，获取检测区域内所有资源点的名称，根据名称对资源点进行分组，得到资源点组，再确定每个资源点组对应的微格集，根据资源点组对应的微格集确定每个资源点组的基准微格，确定每个资源点组中资源点与基准微格中心点之间的距离，根据距离来确定资源点组中资源点的漂移结果。本发明实施例提出的宽带资源点漂移检测方法，不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。In this embodiment, through the above solution, when the drift detection instruction is detected, the names of all resource points in the detection area are obtained, the resource points are grouped according to the names, resource point groups are obtained, and the microgrid set corresponding to each resource point group is determined , determine the reference microgrid of each resource point group according to the microgrid set corresponding to the resource point group, determine the distance between the resource point in each resource point group and the center point of the reference microgrid, and determine the resources in the resource point group according to the distance Point drift results. The broadband resource point drift detection method proposed by the embodiment of the present invention can realize the detection of broadband resource point drift without manually detecting resource points, and improves the efficiency of detecting broadband resource point drift.

本发明宽带资源点漂移检测设备的具体实施方式与下述宽带资源点漂移检测方法各实施例基本相同，在此不再赘述。The specific implementation manners of the broadband resource point drift detection device of the present invention are basically the same as the embodiments of the broadband resource point drift detection method described below, and will not be repeated here.

基于上述硬件架构，提出本发明宽带资源点漂移检测方法实施例。Based on the above hardware architecture, an embodiment of a method for detecting drift of a broadband resource point in the present invention is proposed.

参照图2，图2为本发明宽带资源点漂移检测方法第一实施例的流程示意图。Referring to FIG. 2 , FIG. 2 is a schematic flowchart of a first embodiment of a method for detecting drift of a broadband resource point according to the present invention.

本发明实施例提供了宽带资源点漂移检测方法的实施例，需要说明的是，虽然在流程图中示出了逻辑顺序，但是在某些情况下，可以以不同于此处的顺序执行所示出或描述的步骤。The embodiment of the present invention provides an embodiment of a broadband resource point drift detection method. It should be noted that although the logic sequence is shown in the flow chart, in some cases, the sequence shown here may be executed in a different order. steps outlined or described.

在宽带资源点漂移检测方法的各个实施例中，执行主体是宽带资源点漂移检测装置。In each embodiment of the broadband resource point drift detection method, the execution subject is a broadband resource point drift detection device.

所述宽带资源点漂移检测方法包括：The broadband resource point drift detection method includes:

步骤S10，在检测到漂移检测指令时，获取检测区域内资源点的名称，根据所述资源点的名称对所述资源点进行分组，得到资源点组；Step S10, when the drift detection instruction is detected, obtain the names of the resource points in the detection area, and group the resource points according to the names of the resource points to obtain resource point groups;

在移动通信领域，宽带资源点位置在实际业务操作过程中发现存在一定的误差，在精细化场景营销中导致业务数据和实际情况有偏差，现有的漂移资源点以人工反馈并核对为主，检测效率偏低。In the field of mobile communications, certain errors are found in the location of broadband resource points during actual business operations, which leads to deviations between business data and actual conditions in refined scene marketing. The existing drifting resource points are mainly based on manual feedback and verification. The detection efficiency is low.

为解决如何提高宽带资源点漂移的检测效率的技术问题，在本发明实施例中提出一种宽带资源点漂移检测方法，旨在通过在检测到漂移检测指令时，获取检测区域内所有资源点的名称，根据名称对资源点进行分组，得到资源点组，再确定每个资源点组对应的微格集，根据资源点组对应的微格集确定每个资源点组的基准微格，确定每个资源点组中资源点与基准微格中心点之间的距离，根据距离来确定资源点组中资源点的漂移结果。本发明不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。In order to solve the technical problem of how to improve the detection efficiency of broadband resource point drift, a broadband resource point drift detection method is proposed in the embodiment of the present invention, which aims to obtain the information of all resource points in the detection area when a drift detection instruction is detected. Name, group resource points according to the name to obtain resource point groups, and then determine the microgrid set corresponding to each resource point group, determine the benchmark microgrid of each resource point group according to the microgrid set corresponding to the resource point group, determine each The distance between the resource point in each resource point group and the center point of the reference microgrid, and the drift result of the resource point in the resource point group is determined according to the distance. The present invention can realize the detection of drift of broadband resource points without manual detection of resource points, and improves the efficiency of detecting drift of broadband resource points.

本实施例中的宽带资源点漂移检测方法适用于具有宽带资源点漂移检测功能的设备。The broadband resource point drift detection method in this embodiment is applicable to devices with a broadband resource point drift detection function.

在本实施例中，在检测到漂移检测指令时，获取检测区域内资源点的名称。其中，漂移检测指令可以是用户发出的，例如，用户通过语音发出漂移检测指令；用户通过虚拟或实体按键发出漂移检测指令。漂移检测指令也可以是每经过一段预设时长自动生成的，例如，每经过一个月，宽带资源点漂移检测装置自动生成漂移检测指令，检测宽带资源点的漂移结果。In this embodiment, when the drift detection instruction is detected, the names of the resource points in the detection area are acquired. Wherein, the drift detection instruction may be issued by the user, for example, the user sends the drift detection instruction through voice; the user sends the drift detection instruction through virtual or physical keys. The drift detection instruction may also be automatically generated every preset period of time, for example, every month, the broadband resource point drift detection device automatically generates a drift detection instruction to detect the drift result of the broadband resource point.

漂移检测指令中可以包含需要检测的区域信息，检测的区域可以包括全国的范围，通常最小的检测区域为一个街道，街道指乡级行政区，例如，检测区域为绍兴市；检测区域为绍兴市柯桥区柯桥街道。检测区域也可以是预设的。Drift detection instructions can include the area information to be detected, and the detected area can include the whole country. Usually, the smallest detection area is a street, and the street refers to a township-level administrative region. For example, the detection area is Shaoxing City; the detection area is Ke Keqiao Street, Bridge District. The detection area can also be preset.

资源点为宽带盒子，也叫DP盒子(光分配盒)，表示安装在小区楼层里或者小区内其他地方的宽带资源盒，里面包含宽带用户安装的宽带，可以通过数据线将宽带连接到多个宽带用户家中。例如，住户小区中存在多个宽带资源点，通过这些宽带资源点的接口，用数据线为宽带用户提供宽带服务。资源点的名称一般包含其所在的位置信息和其他信息，位置信息详细至资源点所在的小区楼层，其他信息中可以包含设备名称和/或备注信息。例如，资源点的名称中包含位置信息、设备信息与备注信息，资源点A的名称为“绍兴市柯桥区柯桥街道润泽大院3幢2单元10层(DP58)(驻GF)资源点(ABC)”，其中“(DP58)(驻GF)资源点”为设备名称，“(ABC)”为备注信息，“绍兴市”为城市信息，“柯桥区”为市辖区信息，“柯桥街道”为街道信息，“润泽大院”为小区信息，“3幢2单元10层”为楼层信息。The resource point is a broadband box, also called a DP box (optical distribution box), which means a broadband resource box installed on the floor of the community or elsewhere in the community, which contains broadband installed by broadband users, and can be connected to multiple home of broadband users. For example, there are multiple broadband resource points in a residential area, and broadband users are provided with broadband services through data lines through the interfaces of these broadband resource points. The name of the resource point generally includes its location information and other information. The location information is detailed to the floor of the community where the resource point is located. Other information may include the device name and/or remark information. For example, the name of a resource point includes location information, equipment information, and remark information, and the name of resource point A is "10th Floor, Unit 2, Building 3, Runze Courtyard, Keqiao Street, Keqiao District, Shaoxing City (DP58) (resident in GF) Resource Point (ABC)", where "(DP58) (resident in GF) resource point" is the device name, "(ABC)" is the remark information, "Shaoxing City" is the city information, "Keqiao District" is the city district information, "Keqiao "Bridge Street" is the street information, "Runze Courtyard" is the community information, and "3 buildings, 2 units, 10 floors" is the floor information.

获取检测区域内所有资源点的名称后，根据资源点的名称对资源点进行分组，对资源点分组的规则为将属于同一街道的资源点分为一组，由于资源点的名称中包含有位置信息，则可以通过资源点的名称对资源点进行分组，得到一个、两个或者多个资源点组，属于同一街道指根据名称中的位置信息属于相同的街道，不包括街道名称相同但实际位置不同的情况。例如，资源点A的名称为“绍兴市柯桥区柯桥街道润泽大院3幢2单元10层(DP58)(驻GF)资源点”、资源点B的名称为“绍兴市柯桥区柯桥街道润泽大院3幢2单元10层(DP48)(驻GF)资源点”、资源点C的名称为“绍兴市绍兴市越城区马山街道中成公寓3幢1单元15层(DP16)(驻AB)资源点”、资源点D的名称为“绍兴市绍兴市越城区马山街道中成公寓1幢1单元2层(DP25)(驻AB)资源点”，则资源点A与B为资源点组1，资源点C与资源点D为资源点组2。After obtaining the names of all resource points in the detection area, the resource points are grouped according to the names of the resource points. The rule of grouping resource points is to group the resource points belonging to the same street. Since the name of the resource point contains the location information, resource points can be grouped by resource point names to obtain one, two or more resource point groups, belonging to the same street refers to belonging to the same street according to the location information in the name, excluding street names with the same but actual location different situations. For example, the name of resource point A is "10th Floor, Unit 2, Building 3, Runze Courtyard, Keqiao Street, Keqiao District, Shaoxing City (DP58) (resident in GF) resource point", and the name of resource point B is "Keqiao District, Keqiao District, Shaoxing City The name of resource point ", resource point C is "15th Floor, Unit 1, Building 3, Zhongcheng Apartment, Mashan Street, Yuecheng District, Shaoxing City, Shaoxing City (DP48) (resident in GF)" (resident in AB) resource point" and resource point D are named "2nd floor (DP25) (resident in AB) resource point (DP25) (resident in AB) resource point, Building 1, Zhongcheng Apartment, Mashan Street, Yuecheng District, Shaoxing City, Shaoxing City" Resource point group 1, resource point C and resource point D are resource point group 2.

需要说明的是，除了将属于同一街道的资源点分为一组外，还可以根据资源点的名称将属于同一市辖区的资源点分为一组，但通过这种分组方式确定资源点的漂移结果的准确性，比将属于同一街道的资源点分为一组的方式确定资源点的漂移结果的准确性低。It should be noted that, in addition to grouping resource points belonging to the same street, resource points belonging to the same municipal district can also be grouped according to the name of the resource point, but the drift of the resource point is determined by this grouping method The accuracy of the result is lower than that of determining the drift result of resource points by grouping resource points belonging to the same street into a group.

步骤S20，确定所述资源点组对应的微格集，根据所述资源点组对应的微格集确定所述资源点组的基准微格；Step S20, determining the microcell set corresponding to the resource point group, and determining the reference microcell of the resource point group according to the microcell set corresponding to the resource point group;

在本实施例中，微格是预先划分好的一个区域，一个微格的范围一般与资源点名称中的小区的范围相同，则一个微格中会存在一个、两个或者多个资源点，且微格的名称一般为“微格-小区名称”，如“微格-润泽大院”。确定资源点组对应的微格集的步骤具体为，获取资源点组中所有资源点的三维位置信息，该三维位置信息是设置宽带资源点时登记的位置信息，可以利用GPS获取，三维位置信息包括经度、纬度与海拔。其中，设置宽带资源点包括初次设置资源点和再次设置资源点，再次设置资源点表示将以前设置的宽带盒子搬迁。而每个微格都有各自的坐标范围，可以根据资源点的位置坐标来确定该资源点在哪个微格中，从而可以确定一个资源点组中所有资源点在哪些微格中，这些微格就一个资源点组对应的微格集。例如，资源点组1中的资源点A在微格a中，资源点B在微格a中，资源点C在微格b中，则资源点组1对应的微格集中包括微格a与微格b。In this embodiment, the microgrid is a pre-divided area, and the range of a microgrid is generally the same as the range of the cell in the resource point name, so there will be one, two or more resource points in a microgrid. And the name of Weige is generally "Weige-community name", such as "Weige-Runze Compound". The step of determining the microgrid set corresponding to the resource point group is specifically to obtain the three-dimensional position information of all resource points in the resource point group. The three-dimensional position information is the position information registered when setting up the broadband resource point, which can be obtained by using GPS. The three-dimensional position information Including longitude, latitude and altitude. Wherein, setting the broadband resource point includes setting the resource point for the first time and setting the resource point again, and setting the resource point again means relocating the previously set broadband box. And each microgrid has its own coordinate range, which microgrid the resource point is in can be determined according to the location coordinates of the resource point, so that it can be determined which microgrids all resource points in a resource point group are in. These microgrids A microgrid set corresponding to a resource point group. For example, resource point A in resource point group 1 is in microcell a, resource point B is in microcell a, resource point C is in microcell b, then the microcell set corresponding to resource point group 1 includes microcell a and Microgrid b.

再从每一个资源点组对应的微格集中确定一个基准微格，一个资源点组对应一个基准微格，基准微格是一个资源点组对应的微格集中最重要的微格，将基准微格作为一个资源点组对应的所有微格的中心，若资源点组中的资源点在基准微格中，则该资源点没有发生漂移。确定基准微格的方式可以是用户指定的，也可以是预设设置的，还可以是通过计算资源点组对应的微格集中各微格的评分，将评分最高的微格作为基准微格。Then determine a benchmark micro-grid from the micro-grid set corresponding to each resource point group. A resource point group corresponds to a benchmark micro-grid. The benchmark micro-grid is the most important micro-grid in the micro-grid set corresponding to a resource point group. The grid is the center of all microgrids corresponding to a resource point group. If the resource point in the resource point group is in the reference microgrid, the resource point has not drifted. The way to determine the benchmark microgrid can be specified by the user or preset. It can also be calculated by calculating the score of each microgrid in the microgrid set corresponding to the resource point group, and the microgrid with the highest score can be used as the benchmark microgrid.

步骤S30，确定所述资源点组中资源点与所述资源点组的基准微格的中心点之间的距离，根据所述距离确定所述资源点组中资源点的漂移结果。Step S30, determining the distance between the resource point in the resource point group and the center point of the reference microgrid of the resource point group, and determining the drift result of the resource point in the resource point group according to the distance.

在本实施例中，在确定每一个资源点组的基准微格后，确定一个资源点组中每个资源点与该资源点的基准微格中心点之间的距离。确定基准微格中心点的方式为，由于微格在划分时有着各自的范围，在获取一个资源点组中的所有资源点的位置坐标后，可以确定资源点在哪个微格中，从而可以确定每个微格中存在的资源点。确定每个微格中的资源点后，根据每个微格中所有资源点的坐标位置来确定每个微格的中心点的坐标位置，即某个微格中心点的坐标为该微格中所有资源点坐标的平均值。所以可以通过上述方法得到基准微格与其他微格的中心点位置。例如，基准微格中存在资源点A、B、C，则基准微格中心点的经度、纬度、海拔分别为资源点A、B、C经度之和、纬度之和、海拔之和的三分之一。In this embodiment, after the reference microgrid of each resource point group is determined, the distance between each resource point in a resource point group and the central point of the reference microgrid of the resource point is determined. The way to determine the center point of the reference microgrid is, since the microgrids have their own ranges when dividing, after obtaining the position coordinates of all resource points in a resource point group, it can be determined which microgrid the resource point is in, so that it can be determined Resource points that exist in each microtile. After determining the resource points in each micro-grid, determine the coordinate position of the center point of each micro-grid according to the coordinate positions of all resource points in each micro-grid, that is, the coordinates of a micro-grid center point are the The average of all resource point coordinates. Therefore, the center point positions of the reference microgrid and other microgrids can be obtained by the above method. For example, if there are resource points A, B, and C in the reference microgrid, the longitude, latitude, and altitude of the central point of the reference microgrid are three-thirds of the sum of longitude, latitude, and altitude of resource points A, B, and C respectively. one.

若一个资源点与中心点的距离小于或者等于第一预设阈值，则确定该资源点没有发送漂移；若一个资源点与中心点的距离大于第二预设阈值，则确定该资源点发生漂移，根据该资源点与该资源点周围第一预设范围内的微格的第一名称相似度确定该资源点的漂移类型；若一个资源点与中心点的距离大于第一预设阈值且小于或者等于第二预设阈值，则确定该资源点发生漂移，根据该资源点与基准微格及基准微格周围第二预设范围内的微格的第二名称相似度，根据第二名称相似度确定该资源点的漂移类型。If the distance between a resource point and the center point is less than or equal to the first preset threshold, it is determined that the resource point has no transmission drift; if the distance between a resource point and the center point is greater than the second preset threshold, it is determined that the resource point has drifted , determine the drift type of the resource point according to the first name similarity between the resource point and the microgrids in the first preset range around the resource point; if the distance between a resource point and the center point is greater than the first preset threshold and less than Or equal to the second preset threshold, it is determined that the resource point has drifted, and according to the second name similarity between the resource point and the reference microgrid and the microgrids in the second preset range around the reference microgrid, according to the second name similarity The degree determines the drift type of the resource point.

本发明通过在检测到漂移检测指令时，获取检测区域内所有资源点的名称，根据名称对资源点进行分组，得到资源点组，再确定每个资源点组对应的微格集，根据资源点组对应的微格集确定每个资源点组的基准微格，确定每个资源点组中资源点与基准微格中心点之间的距离，根据距离来确定资源点组中资源点的漂移结果。本发明不需要人工检测资源点，就可以实现对宽带资源点漂移的检测，提高了检测宽带资源点漂移的效率。The present invention obtains the names of all resource points in the detection area when a drift detection instruction is detected, groups the resource points according to the names, obtains resource point groups, and then determines the microgrid set corresponding to each resource point group, according to the resource point The microgrid set corresponding to the group determines the benchmark microgrid of each resource point group, determines the distance between the resource point in each resource point group and the center point of the benchmark microgrid, and determines the drift result of the resource point in the resource point group according to the distance . The present invention can realize the detection of drift of broadband resource points without manual detection of resource points, and improves the efficiency of detecting drift of broadband resource points.

进一步地，提出本发明宽带资源点漂移检测方法第二实施例，上述步骤S20中，所述根据所述资源点组对应的微格集确定所述资源点组的基准微格的步骤包括：Further, the second embodiment of the broadband resource point drift detection method of the present invention is proposed. In the above step S20, the step of determining the reference microcell of the resource point group according to the microcell set corresponding to the resource point group includes:

步骤S201，确定所述资源点组对应的微格集中各微格内资源点的个数，确定所述资源点组对应的微格集中各微格内资源点包含的宽带的数量；Step S201, determining the number of resource points in each microcell in the microcell set corresponding to the resource point group, and determining the number of broadband contained in each microcell in the microcell set corresponding to the resource point group;

步骤S202，根据所述个数与所述数量确定所述资源点组对应的微格的评分；Step S202, determining the score of the micro-cell corresponding to the resource point group according to the number and the quantity;

步骤S203，确定所述资源点组对应的微格集中所述评分最高的微格为所述资源点组的基准微格。Step S203, determining that the micro-grid with the highest score in the micro-grid set corresponding to the resource point group is the reference micro-grid of the resource point group.

在本实施例中，根据一个资源点组对应的微格集确定该资源点组的基准微格的方式可以是，计算该资源点组对应的微格集中每个微格的评分，将评分最高的微格作为基准微格。获取一个资源点组对应的微格集中，每个微格中资源点的个数，以及每个微格中在每个资源点处已经安装的宽带数，则可以得到每个微格中所有资源点的个数x以及该微格中所有已经安装的宽带的数量y，每个微格的评分A＝a1*x+a2*y，其中a1与a2分别代表资源点个数与宽带数量的权重，用来表示资源点个数与宽带数量的相对重要程度，即对微格的影响程度，这是由于一个微格中可能存在较多资源点，但每个资源点中安装的宽度数可能较少，这时就需要对微格中资源点个数的重要程度与安装宽度总数的重要性进行比较。其中a1与a2可以由用户指定；也可以预先设置；还可以是通过对实际中宽带用户的使用情况进行考察，从而确定资源点个数与宽带数量之间的相对重要程度。In this embodiment, the method of determining the reference microgrid of a resource point group according to the microgrid set corresponding to the resource point group may be to calculate the score of each microgrid in the microgrid set corresponding to the resource point group, and assign the highest score The microgrid is used as the benchmark microgrid. Obtain the set of microgrids corresponding to a resource point group, the number of resource points in each microgrid, and the number of broadband installed at each resource point in each microgrid, then you can get all the resources in each microgrid The number of points x and the number y of all installed broadband in the microgrid, the score of each microgrid A=a 1 *x+a 2 *y, where a 1 and a 2 represent the number of resource points and The weight of the number of broadband is used to indicate the relative importance of the number of resource points and the number of broadband, that is, the degree of influence on the microgrid. This is because there may be many resource points in a microgrid, but each resource point is installed The number of widths may be less, so it is necessary to compare the importance of the number of resource points in the microgrid with the importance of the total number of installation widths. Among them, a 1 and a 2 can be specified by the user; they can also be set in advance; and the relative importance between the number of resource points and the number of broadband can be determined by investigating the actual use of broadband users.

确定一个资源点组对应的每个微格的评分之后，将评分最高的微格作为该资源点组的基准微格。若存在多个评分最高的微格，则可以确定多个评分最高的微格中范围最大的微格为基准微格；也可以确定多个评分最高的微格中资源点个数最多的微格为基准微格；还可以确定多个评分最高的微格中已安装宽带数最多的微格为基准微格。After determining the score of each micro-grid corresponding to a resource point group, the micro-grid with the highest score is used as the benchmark micro-grid of the resource point group. If there are multiple micro-grids with the highest scores, the micro-grid with the largest range among the multiple highest-scoring micro-grids can be determined as the benchmark micro-grid; or the micro-grid with the largest number of resource points among the multiple highest-scoring micro-grids can be determined is the benchmark microgrid; it can also be determined that the microgrid with the largest number of installed broadband among the microgrids with the highest scores is the benchmark microgrid.

确定基准微格的方式还可以是，对于特定资源点z∈Z(Z为特定资源点组)，获取该资源点z处已经安装宽带的个数b，根据资源点z的三维位置坐标(lat,lon,at)、资源点z位置所属的微格w以及资源点z处已经安装宽带的个数b，可以得到一个六元组<w,z,b,lat,lon,at>，将微格信息相同的六元组分为一个聚类，即一个聚类中所有六元组的w相同，每个聚类的评分Ai＝a1*sum(b)+a2*count(六元组)，其中a1与a2可以由用户指定；也可以预先设置；还可以是通过对实际中宽带用户的使用情况进行考察，从而确定资源点个数与宽带数量之间的相对重要程度。确定每个聚类的评分之后，选取评分最高聚类，将该聚类对应的微格作为基准微格。再确定所有六元组与基准微格中心点之间的距离，若距离小于或者等于第一预设阈值，则表示六元组对应的资源点在基准微格中，则该资源点没有发生漂移。The way to determine the reference microgrid can also be, for a specific resource point z ∈ Z (Z is a specific resource point group), obtain the number b of broadband installed at the resource point z, and according to the three-dimensional position coordinates of the resource point z (lat ,lon,at), the microcell w to which resource point z belongs, and the number b of broadband installed at resource point z, a six-tuple <w,z,b,lat,lon,at> can be obtained, and the micro The six-tuples with the same grid information are divided into a cluster, that is, all the six-tuples in a cluster have the same w, and the score of each cluster A i =a 1 *sum(b)+a 2 *count(six-tuple group), where a 1 and a 2 can be specified by the user; they can also be preset; it is also possible to determine the relative importance between the number of resource points and the number of broadband by examining the actual use of broadband users. After determining the score of each cluster, select the cluster with the highest score, and use the microgrid corresponding to the cluster as the benchmark microgrid. Then determine the distance between all six-tuples and the center point of the reference microgrid. If the distance is less than or equal to the first preset threshold, it means that the resource point corresponding to the six-tuple is in the reference microgrid, and the resource point has not drifted .

本实施例通过根据微格中资源点的个数与已安装宽带的数量来确定基准微格，可以通过比较资源点个数与宽带数量的重要程度来确定基准微格，提高了确定基准微格的准确性；同时也可以根据不同的实际情况确定不同的基准微格，可以使确定的基准微格符合实际情况。In this embodiment, the benchmark microgrid is determined according to the number of resource points in the microgrid and the number of installed broadband, and the benchmark microgrid can be determined by comparing the importance of the number of resource points and the number of broadband, which improves the efficiency of determining the benchmark microgrid. The accuracy; at the same time, different benchmark microgrids can be determined according to different actual conditions, so that the determined benchmark microgrids can conform to the actual situation.

进一步地，提出本发明宽带资源点漂移检测方法第三实施例，上述步骤S10中，所述根据所述资源点的名称对所述资源点进行分组的步骤包括：Further, the third embodiment of the broadband resource point drift detection method of the present invention is proposed. In the above step S10, the step of grouping the resource points according to the names of the resource points includes:

步骤S101，根据所述检测区域的范围确定需要保留的名称信息，根据所述需要保留的名称信息对所述资源点的名称进行简化，得到简化名称；Step S101, determining the name information that needs to be reserved according to the scope of the detection area, and simplifying the name of the resource point according to the name information that needs to be reserved to obtain a simplified name;

在本实施例中，为了提高分组的效率，可以将资源点的名称进行简化得到简化名称，再根据简化名称对资源点进行分组。具体为，首先根据检测区域的范围确定需要保留的名称信息，由于对资源点进行分组时，只需根据资源点的名称将在同一街道的资源点分为一组，所以可确定需要保留的名称信息，将资源点名称中的其他信息去除。In this embodiment, in order to improve the efficiency of grouping, the names of the resource points may be simplified to obtain simplified names, and then the resource points are grouped according to the simplified names. Specifically, first determine the name information that needs to be reserved according to the scope of the detection area, because when grouping resource points, only need to group resource points in the same street according to the name of the resource point, so the name that needs to be reserved can be determined Information, remove other information in the resource point name.

但因为在同一个城市中，一般不存在相同名称的街道，而在不同城市中，可能会存在具备相同名称的街道，所以，若检测区域的范围在一个城市内时，则将资源点名称中除街道信息与小区信息外的信息去除，需要保留的名称信息为资源点名称中的街道信息及小区信息；若检测区域的范围包括多个城市，则需要保留的名称信息可以为资源点名称中以小区为最小单位的全部位置信息，去除其他信息。However, because in the same city, there are generally no streets with the same name, but in different cities, there may be streets with the same name, so if the range of the detection area is within a city, the name of the resource point To remove information other than street information and community information, the name information that needs to be retained is the street information and community information in the resource point name; if the scope of the detection area includes multiple cities, the name information that needs to be preserved can be the resource point name. All location information with the cell as the smallest unit, and other information is removed.

在资源点的名称中，除了位置信息以外，一般还包括设备和/或备注信息，设备信息以及备注信息都具有特殊的识别标识，且资源点名称中的楼层信息会由数字表示，所以对资源点名称进行简化的方式可以是，将资源点名称中的汉字数字转换为阿拉伯数字，利用正则表达式根据特殊的识别标识去除资源点名称中的设备信息与备注信息，再通过正则标识式去除资源点名称中阿拉伯数字及阿拉伯数字之后的信息，从而得到简化名称；或者将资源点名称中的楼层信息替换为“_”，“_”表示一组包含数字及单位的通配符。若得到的简化名称中存在重复的街道信息和/或小区信息，则去除简化名称中的重复信息，得到最简信息，根据最简信息对资源点进行分组。例如，简化名称为“河桥街道河桥街道润泽大院”，则再次对简化名称进行简化，得到最简名称“河桥街道润泽大院”。In the name of the resource point, in addition to the location information, it generally includes equipment and/or remarks information. The equipment information and the remarks information have special identification marks, and the floor information in the resource point name will be represented by a number, so the resources The way to simplify the point name can be to convert the Chinese characters and numbers in the resource point name into Arabic numerals, use regular expressions to remove the equipment information and remark information in the resource point name according to the special identification mark, and then remove the resource through the regular mark Arabic numerals and the information after the Arabic numerals in the point name, so as to obtain a simplified name; or replace the floor information in the resource point name with "_", "_" represents a set of wildcards including numbers and units. If there is repeated street information and/or cell information in the obtained simplified name, the repeated information in the simplified name is removed to obtain the simplest information, and the resource points are grouped according to the simplified information. For example, if the simplified name is "Runze Courtyard, Heqiao Street, Heqiao Street", then the simplified name is simplified again to obtain the simplest name "Runze Courtyard, Heqiao Street".

步骤S102，根据所述简化名称对所述资源点进行分组。Step S102, grouping the resource points according to the simplified names.

得到简化名称之后，可以直接将名简化称中小区信息之前的信息相同的资源点分为一组。例如，当检测区域的范围在同一个城市时，资源点A的简化名称为“中山街道a小区”、资源点B的简化名称为“学府街道b小区”。资源点C的简化名称为“中山街道c小区”、资源点D的简化名称为“学府街道d小区”，则将资源点A与资源点C分为资源点组1，将资源点B与资源点D分为资源点组2；当检测区域的范围不在同一个城市时，资源点E的简化名称为“深圳市龙岗区中山街道e小区”、资源点F的简化名称为“深圳市南山区学府街道f小区”。资源点G的简化名称为“北京市朝阳区中山街道g小区”、资源点H的简化名称为“深圳市南山区学府街道h小区”，则将资源点F与H分为资源点组3，将资源点E分为资源点组4，将资源点G分为资源点组5。After the simplified name is obtained, the resource points with the same information before the cell information in the simplified name can be directly grouped into a group. For example, when the scope of the detection area is in the same city, the simplified name of resource point A is "Zhongshan Subdistrict a", and the simplified name of resource point B is "Xuefu Street b". The simplified name of resource point C is "Zhongshan Street c Community", and the simplified name of resource point D is "Xuefu Street d Community", then resource point A and resource point C are divided into resource point group 1, and resource point B and resource point Point D is divided into resource point group 2; when the scope of the detection area is not in the same city, the simplified name of resource point E is "E Community, Zhongshan Street, Longgang District, Shenzhen City", and the simplified name of resource point F is "Shenzhen Nanshan District Xuefu Street F Community". The simplified name of resource point G is "g community, Zhongshan Street, Chaoyang District, Beijing", and the simplified name of resource point H is "h community, Xuefu Street, Nanshan District, Shenzhen". Resource points F and H are divided into resource point group 3, Divide resource point E into resource point group 4, and resource point G into resource point group 5.

本实施例通过在对资源点进行分组之前，对资源点的名称进行简化，去除名称中与分组无关的信息，可以提高对资源点分组的效率及准确性。In this embodiment, before the resource points are grouped, the names of the resource points are simplified, and the information irrelevant to the grouping in the name is removed, so that the efficiency and accuracy of resource point grouping can be improved.

进一步地，提出本发明宽带资源点漂移检测方法第四实施例，上述步骤S30中，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤包括：Further, the fourth embodiment of the broadband resource point drift detection method of the present invention is proposed. In the above step S30, the step of determining the drift result of the resource point in the resource point group according to the distance includes:

步骤S301，判断所述距离是否大于第一预设阈值；Step S301, judging whether the distance is greater than a first preset threshold;

步骤S302，若是，则确定所述资源点组中资源点发生了漂移；Step S302, if yes, determine that the resource points in the resource point group have drifted;

步骤S303，若否，则确定所述资源点组中资源点没有发生漂移。Step S303, if not, determine that the resource points in the resource point group do not drift.

在本实施例中，判断资源点组中的某个资源点与该资源点组的基准微格中心点之间的距离是否大于第一预设阈值，若大于第一预设阈值，则确定该资源点发生了漂移，进一步可以根据距离确定该资源点的漂移类型；若资源点组中的某个资源点与该资源点组的基准微格中心点之间的距离小于或者等于第一预设阈值，则表示该资源点在基准微格中，确定该资源点没有发生漂移，基准微格是该资源点的实际所属微格。In this embodiment, it is judged whether the distance between a certain resource point in the resource point group and the reference microgrid center point of the resource point group is greater than the first preset threshold, and if it is greater than the first preset threshold, then determine the If the resource point has drifted, the drift type of the resource point can be further determined according to the distance; if the distance between a certain resource point in the resource point group and the reference microgrid center point of the resource point group is less than or equal to the first preset If the threshold value indicates that the resource point is in the reference microcell, it is determined that the resource point has not drifted, and the reference microcell is the microcell to which the resource point actually belongs.

本实施例通过资源点与基准微格中心点之间的距离小于或者等于第一预设阈值时，可以准确确定资源点在基准微格中，没有发生漂移；当距离大于第一预设阈值时，确定资源点发生了漂移，提高了确定漂移结果的准确性。In this embodiment, when the distance between the resource point and the center point of the reference microgrid is less than or equal to the first preset threshold, it can be accurately determined that the resource point is in the reference microgrid without drifting; when the distance is greater than the first preset threshold , it is determined that the resource point has drifted, and the accuracy of determining the drift result is improved.

进一步地，可以根据距离结合第二预设阈值确定资源点的漂移类型，其中：Further, the drift type of the resource point can be determined according to the distance combined with the second preset threshold, wherein:

作为一种实施方式，提出本发明宽带资源点漂移检测方法第五实施例，上述步骤S302中，所述确定所述资源点组中资源点发生了漂移的步骤之后，还包括：As an implementation mode, the fifth embodiment of the broadband resource point drift detection method of the present invention is proposed. In the above step S302, after the step of determining that the resource points in the resource point group have drifted, it also includes:

步骤S30211，若所述距离大于第二预设阈值，则确定所述资源点组中资源点与所述资源点组中资源点周围第一预设范围内的微格之间的第一名称相似度；Step S30211, if the distance is greater than the second preset threshold, determine that the first name between the resource point in the resource point group and the microgrid within the first preset range around the resource point in the resource point group is similar Spend;

在本实施例中，当距离大于第一预设阈值时，资源点发生漂移，这时可以根据距离与第二预设阈值确定发生漂移的资源点的漂移类型。第二预设阈值大于第一预设阈值。若一个资源点组中的某个资源点与该资源点组的基准微格中心点之间的距离大于第二预设阈值，则可以使用一种距离度量方式如编辑距离再确定该资源点与该资源点周围第一预设范围内的微格之间的第一名称相似度，资源点周围第一预设范围内的微格表示中心点在资源点周围第一预设范围内的微格。名称相似度指资源点名称与微格名称之间的相似度，微格的名称一般与资源点名称中的小区信息相同，例如，微格的名称为“微格-润泽大院”。确定资源点与微格之间的名称相似度的方式可以为，确定资源点的名称增加、减少或者修改一个字符变为微格名称所需的最少步骤，用该最少步骤来确定名称相似度，最少步骤越小，则名称相似度越高，名称相似度＝1-最少步骤/max(资源点名称长度,微格名称长度)。In this embodiment, when the distance is greater than the first preset threshold, the resource point has drifted, and at this time, the drift type of the resource point that has drifted can be determined according to the distance and the second preset threshold. The second preset threshold is greater than the first preset threshold. If the distance between a certain resource point in a resource point group and the reference microgrid center point of the resource point group is greater than the second preset threshold, a distance measurement method such as edit distance can be used to determine the distance between the resource point and the reference microgrid center point of the resource point group. The first name similarity between microcells in the first preset range around the resource point, the microcells in the first preset range around the resource point means the microcells whose center point is in the first preset range around the resource point . The name similarity refers to the similarity between the name of the resource point and the name of the Weige. The name of the Weige is generally the same as the community information in the name of the resource point. For example, the name of the Weige is "Weige-Runze Courtyard". The method of determining the name similarity between the resource point and the micro-grid may be to determine the minimum steps required to increase, decrease or modify a character in the name of the resource point to become a micro-grid name, and use the minimum steps to determine the name similarity, The smaller the minimum steps are, the higher the name similarity is, and the name similarity=1-minimum steps/max(resource point name length, microgrid name length).

步骤S30212，根据所述第一名称相似度确定所述资源点组中资源点的漂移类型。Step S30212. Determine the drift type of the resource points in the resource point group according to the first name similarity.

确定该资源点与该资源点周围第一预设范围内的微格之间的第一名称相似度后，判断是否存在微格与该资源点间的第一名称相似度大于或者等于相似度阈值。若存在，则在该资源点周围第一预设范围内的微格中确定与资源点之间第一名称相似度最高的微格，确定该微格为该资源点的疑似所属微格，该资源点的漂移类型为“远距离套地址”；若不存在，则确定基准微格为该资源点的疑似所属微格，该资源点的漂移类型为“资源点搬迁未更名”。After determining the first name similarity between the resource point and the microcells within the first preset range around the resource point, determine whether there is a first name similarity between the microcell and the resource point that is greater than or equal to the similarity threshold . If it exists, determine the microcell with the highest first name similarity between the resource point and the resource point among the microcells within the first preset range around the resource point, and determine that the microcell is suspected to belong to the resource point. The drifting type of the resource point is "remote set address"; if it does not exist, determine that the reference microgrid is the suspected microgrid of the resource point, and the drifting type of the resource point is "the resource point has been relocated without changing its name".

本实施例通过当资源点在基准微格之外且与基准微格距离较远时，根据资源点与资源点周围微格的名称相似度来确定资源点发生了何种漂移，提高了确定漂移类型的准确性。In this embodiment, when the resource point is outside the reference microgrid and is far away from the reference microgrid, it is determined what kind of drift has occurred in the resource point according to the name similarity between the resource point and the microgrid around the resource point, which improves the determination of drift. type of accuracy.

作为另一种实施方式，提出本发明宽带资源点漂移检测方法第六实施例，上述步骤S302中，所述确定所述资源点组中资源点发生了漂移的步骤之后，还包括：As another implementation mode, the sixth embodiment of the broadband resource point drift detection method of the present invention is proposed. In the above step S302, after the step of determining that the resource points in the resource point group have drifted, it also includes:

步骤S30221，若所述距离大于第一预设阈值且小于或者等于第二预设阈值，则确定所述资源点组中资源点与所述基准微格之间及与所述基准微格周边第二预设范围内的微格之间的第二名称相似度；Step S30221, if the distance is greater than the first preset threshold and less than or equal to the second preset threshold, then determine the distance between the resource point in the resource point group and the reference microcell and the distance between the reference microcell and the periphery of the reference microcell. a second name similarity between microcells within two preset ranges;

在本实施例中，当距离大于第一预设阈值时，资源点发生漂移，这时可以根据距离与第二预设阈值及第一预设阈值确定发生漂移的资源点的漂移类型。若一个资源点组中的某个资源点与该资源点组的基准微格中心点之间的距离大于第一预设阈值且小于或者等于第二预设阈值，则再确定该资源点与基准微格之间及与基准微格周围第二预设范围内的微格之间的第二名称相似度，基准微格周围第二预设范围内的微格表示中心点在基准微格中心点周围第二预设范围内的微格。确定第二名称相似度的方式可以与上述实施例中确定第一名称相似度的方式相同。In this embodiment, when the distance is greater than the first preset threshold, the resource point drifts. At this time, the drift type of the resource point drifting can be determined according to the distance, the second preset threshold, and the first preset threshold. If the distance between a resource point in a resource point group and the reference microgrid center point of the resource point group is greater than the first preset threshold and less than or equal to the second preset threshold, then determine the distance between the resource point and the reference microgrid center point. The second name similarity between microgrids and microgrids within the second preset range around the reference microgrid. The microgrids within the second preset range around the benchmark microgrid indicate that the center point is at the center point of the benchmark microgrid Microdivisions within the second preset range around. The manner of determining the similarity of the second name may be the same as the manner of determining the similarity of the first name in the above embodiment.

步骤S30222，根据所述第二名称相似度确定所述资源点组中资源点的漂移类型。Step S30222. Determine the drift type of the resource points in the resource point group according to the second name similarity.

确定第二名称相似度后，在基准微格及基准微格周围第二预设范围内的微格中确定与该资源点之间的第二名称相似度最高的微格，则该微格为该资源点的疑似所属微格，若该微格为基准微格，则该资源点的漂移类型为“资源位置大幅漂移”；若该微格不为基准微格，则该资源点的漂移类型为“资源点录入错误”。第一预设范围与第二预设范围可以相同也可以不同。After determining the similarity of the second name, determine the microgrid with the highest second name similarity with the resource point among the microgrids in the reference microgrid and the microgrids within the second preset range around the reference microgrid, then the microgrid is If the microgrid that the resource point is suspected to belong to is a base microgrid, then the drift type of the resource point is "resource position greatly drifts"; if the microgrid is not a base microgrid, then the drift type of the resource point It is "resource point entry error". The first preset range and the second preset range may be the same or different.

本实施例通过当资源点在基准微格之外且资源点距离基准微格较近时，根据资源点与基准微格及基准微格周围微格之间的名称相似度来确定资源点发生何种漂移，提高了确定漂移类型的准确性。In this embodiment, when the resource point is outside the reference micro-grid and the resource point is close to the reference micro-grid, it is determined according to the name similarity between the resource point and the reference micro-grid and the micro-grids around the reference micro-grid. type of drift, improving the accuracy of determining the type of drift.

进一步地，提出本发明宽带资源点漂移检测方法第七实施例，上述任一项步骤中，所述根据所述距离确定所述资源点组中资源点的漂移结果的步骤之后，还包括：Further, the seventh embodiment of the broadband resource point drift detection method of the present invention is proposed. In any of the above steps, after the step of determining the drift result of the resource point in the resource point group according to the distance, it further includes:

步骤S40，记录所述检测区域内资源点的名称与漂移结果，以根据所述检测区域内资源点的名称与漂移结果对所述检测区域内的资源点进行可视化展示。Step S40, recording the names and drifting results of the resource points in the detection area, so as to visually display the resource points in the detection area according to the names and drifting results of the resource points in the detection area.

在本实施例中，确定资源点的漂移结果之后，对资源点的信息进行记录，可以记录检测区域中每个资源点的名称及对应的漂移结果，可以利用可视化工具根据记录的资源点的名称及漂移结果对资源点的漂移进行可视化展示。需要说明的是，除了记录每个资源点的漂移结果之外，还可以记录每个资源点的三维位置坐标、每个资源点对应的实际所属微格的名称或疑似所属微格的名称、每个资源点对应的实际所属微格或疑似所属微格的中心点的三维位置坐标、每个资源点的简化名称、每个资源点的三维位置坐标所在的微格的名称、每个资源点与对应疑似所属微格之间的名称相似度中的一种或多种。其中，记录资源点的各种信息的方式可以是通过可扩展标记语言XML记录每个资源点的信息，然后对信息经过一定的转换，利用可视化工具在地图上对每个资源点的信息进行可视化展示。例如，通过XML记录资源点的信息，每个资源点的信息都被包含在一个<source_point>节点中，<source_point>节点中包括各种信息记录节点，如<name>节点记录该资源点的名称，<p_name>节点记录该资源点的简化名称，<coordinates>节点记录资源点的三维位置坐标(经度，纬度，海拔)，<m_grid>记录该资源点的三维位置坐标所在的微格的名称，<s_grid><s_coordinat>记录该资源点疑似所属的微格的名称与疑似所属微格的中心点的三维位置坐标或者记录该资源点实际所属的微格的名称与实际所属微格的中心点的三维位置坐标，<g_score>记录该资源点与疑似所属微格之间的名称相似度，<mis_type>记录资源点的漂移结果，<k_*>字段记录了kml兼容字段，经过一定简单的转换，可以将保存的资源点信息在地图上进行可视化展示。In this embodiment, after the drift result of the resource point is determined, the information of the resource point is recorded, the name of each resource point in the detection area and the corresponding drift result can be recorded, and the visual tool can be used to and drift results to visualize the drift of resource points. It should be noted that, in addition to recording the drift results of each resource point, it is also possible to record the three-dimensional position coordinates of each resource point, the name of the actual microcell corresponding to each resource point or the name of the suspected microcell, each The three-dimensional position coordinates of the center point of the actual or suspected micro-cell corresponding to each resource point, the simplified name of each resource point, the name of the micro-cell where the three-dimensional position coordinates of each resource point is located, and the relationship between each resource point and Corresponding to one or more of the name similarities between suspected microcells. Among them, the method of recording various information of resource points can be to record the information of each resource point through the extensible markup language XML, and then convert the information to a certain extent, and use visualization tools to visualize the information of each resource point on the map exhibit. For example, the information of resource points is recorded through XML, and the information of each resource point is contained in a <source_point> node. The <source_point> node includes various information record nodes, such as the <name> node records the name of the resource point , the <p_name> node records the simplified name of the resource point, the <coordinates> node records the three-dimensional position coordinates (longitude, latitude, altitude) of the resource point, <m_grid> records the name of the microgrid where the three-dimensional position coordinates of the resource point are located, <s_grid><s_coordinat>Record the name of the microgrid that the resource point is suspected to belong to and the three-dimensional position coordinates of the center point of the suspected microgrid, or record the name of the microgrid that the resource point actually belongs to and the center point of the microgrid it actually belongs to Three-dimensional position coordinates, <g_score> records the name similarity between the resource point and the suspected microcell, <mis_type> records the drift result of the resource point, and the <k_*> field records the kml compatible field. After a certain simple conversion, The saved resource point information can be visualized on the map.

本实施例通过记录资源点的名称与漂移结果，可以对资源点进行可视化展示，可以使用户更清晰地感知资源点的漂移结果，提高了用户的体验。In this embodiment, by recording the name of the resource point and the drift result, the resource point can be visually displayed, which can make the user perceive the drift result of the resource point more clearly, and improve the user experience.

本发明实施例还提供一种宽带资源点漂移检测装置。The embodiment of the present invention also provides a broadband resource point drift detection device.

参照图3，图3为本发明宽带资源点漂移检测装置第一实施例的功能模块示意图。所述宽带资源点漂移检测装置包括：Referring to FIG. 3 , FIG. 3 is a schematic diagram of functional modules of a first embodiment of an apparatus for detecting drift of broadband resource points according to the present invention. The broadband resource point drift detection device includes:

资源点分组模块10，用于在检测到漂移检测指令时，获取检测区域内资源点的名称，根据所述资源点的名称对所述资源点进行分组，得到资源点组；The resource point grouping module 10 is used to obtain the name of the resource point in the detection area when the drift detection instruction is detected, and group the resource points according to the name of the resource point to obtain a resource point group;

基准微格确定模块20，用于确定所述资源点组对应的微格集，根据所述资源点组对应的微格集确定所述资源点组的基准微格；A reference microgrid determining module 20, configured to determine the microgrid set corresponding to the resource point group, and determine the reference microgrid of the resource point group according to the microgrid set corresponding to the resource point group;

漂移结果确定模块30，用于确定所述资源点组中资源点与所述资源点组的基准微格的中心点之间的距离，根据所述距离确定所述资源点组中资源点的漂移结果。Drift result determination module 30, configured to determine the distance between the resource point in the resource point group and the center point of the reference microgrid of the resource point group, and determine the drift of the resource point in the resource point group according to the distance result.

此外，本发明还提出一种计算机程序产品，包括宽带资源点漂移检测程序，所述宽带资源点漂移检测程序被处理器执行时实现如上所述的宽带资源点漂移检测方法的步骤。In addition, the present invention also proposes a computer program product, including a broadband resource point drift detection program, and when the broadband resource point drift detection program is executed by a processor, the steps of the broadband resource point drift detection method described above are implemented.

本发明计算机程序产品具体实施方式与上述宽带资源点漂移检测方法各实施例基本相同，在此不再赘述。The specific implementation manners of the computer program product of the present invention are basically the same as the embodiments of the broadband resource point drift detection method described above, and will not be repeated here.

需要说明的是，在本文中，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者系统不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者系统所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括该要素的过程、方法、物品或者系统中还存在另外的相同要素。It should be noted that, as used herein, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or system comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or system. Without further limitations, an element defined by the phrase "comprising a..." does not preclude the presence of additional identical elements in the process, method, article or system comprising that element.

上述本申请实施例序号仅仅为了描述，不代表实施例的优劣。The serial numbers of the above embodiments of the present application are for description only, and do not represent the advantages and disadvantages of the embodiments.

通过以上的实施方式的描述，本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件，但很多情况下前者是更佳的实施方式。基于这样的理解，本申请的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品存储在如上的一个存储介质(如ROM/RAM、磁碟、光盘)中，包括若干指令用以使得一台终端设备(可以是手机，计算机，服务器，被控终端，或者网络设备等)执行本申请每个实施例的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation. Based on this understanding, the technical solution of the present application can be embodied in the form of a software product in essence or in other words, the part that contributes to the prior art, and the computer software product is stored in one of the above storage media (such as ROM/RAM, magnetic CD, CD), including several instructions to make a terminal device (which may be a mobile phone, computer, server, controlled terminal, or network device, etc.) execute the method of each embodiment of the present application.

以上仅为本申请的优选实施例，并非因此限制本申请的专利范围，凡是利用本申请说明书及附图内容所作的等效结构或等效流程变换，或直接或间接运用在其他相关的技术领域，均同理包括在本申请的专利保护范围内。The above are only preferred embodiments of the present application, and are not intended to limit the patent scope of the present application. All equivalent structures or equivalent process transformations made by using the description of the application and the accompanying drawings are directly or indirectly used in other related technical fields. , are all included in the patent protection scope of the present application in the same way.

Claims (9)

1. The broadband resource point drift detection method is characterized by comprising the following steps of:
when a drift detection instruction is detected, acquiring the names of resource points in a detection area, and grouping the resource points according to the names of the resource points to obtain a resource point group; wherein the broadband resource points comprise broadband boxes, and the step of grouping the resource points according to the names of the resource points to obtain resource point groups comprises the following steps: grouping the resource points according to the position information in the names of the resource points to obtain a resource point group;
determining a micro-grid set corresponding to the resource point group, and determining a reference micro-grid of the resource point group according to the micro-grid set corresponding to the resource point group; the step of determining the reference micro grid of the resource point group according to the micro grid set corresponding to the resource point group comprises the following steps: determining the number of resource points of each micro grid in the micro grid set corresponding to the resource point group, and determining the number of broadband contained in the resource points of each micro grid in the micro grid set corresponding to the resource point group; determining the scores of all the micro grids in the micro grid set corresponding to the resource point group according to the number and the quantity; determining the micro grid with the highest score in the micro grid set corresponding to the resource point group as a reference micro grid of the resource point group;
And determining the distance between the resource points in the resource point group and the center point of the reference micro grid of the resource point group, and determining the drift result of the resource points in the resource point group according to the distance.
2. The broadband point drift detection method according to claim 1, wherein the step of grouping the points according to the names of the points comprises:
determining name information to be reserved according to the range of the detection area, and simplifying the name of the resource point according to the name information to be reserved to obtain a simplified name;
and grouping the resource points according to the simplified names.
3. The method of claim 1, wherein the step of determining the drift result of the source points in the source point group according to the distance comprises:
judging whether the distance is larger than a first preset threshold value or not;
if yes, determining that the resource points in the resource point group drift;
if not, determining that the resource points in the resource point group do not drift.
4. The method for detecting wide-band source point drift as set forth in claim 3, wherein after said step of determining that a source point in said set of source points has drifted, further comprising:
If the distance is larger than a second preset threshold value, determining first name similarity between the resource points in the resource point group and micro cells in a first preset range around the resource points in the resource point group;
and determining the drift type of the resource points in the resource point group according to the first name similarity.
5. The method for detecting wide-band source point drift as set forth in claim 3, wherein after said step of determining that a source point in said set of source points has drifted, further comprising:
if the distance is larger than a first preset threshold value and smaller than or equal to a second preset threshold value, determining second name similarity between the resource points in the resource point group and the reference micro-grid and between the resource points in the resource point group and micro-grids in a second preset range around the reference micro-grid;
and determining the drift type of the resource points in the resource point group according to the second name similarity.
6. The method for detecting wide-band source point drift as set forth in any one of claims 1 to 5, further comprising, after the step of determining a drift result of source points in the source point group based on the distance:
and recording the names and the drifting results of the resource points in the detection area, so as to visually display the resource points in the detection area according to the names and the drifting results of the resource points in the detection area.
7. A broadband resource point drift detection device, characterized in that the broadband resource point drift detection device comprises:
the resource point grouping module is used for acquiring the names of the resource points in the detection area when the drift detection instruction is detected, and grouping the resource points according to the names of the resource points to obtain a resource point group; wherein the broadband resource points comprise broadband boxes, and the step of grouping the resource points according to the names of the resource points to obtain resource point groups comprises the following steps: grouping the resource points according to the position information in the names of the resource points to obtain a resource point group;
the reference micro grid determining module is used for determining a micro grid set corresponding to the resource point group, and determining a reference micro grid of the resource point group according to the micro grid set corresponding to the resource point group; the step of determining the reference micro grid of the resource point group according to the micro grid set corresponding to the resource point group comprises the following steps: determining the number of resource points of each micro grid in the micro grid set corresponding to the resource point group, and determining the number of broadband contained in the resource points of each micro grid in the micro grid set corresponding to the resource point group; determining the scores of all the micro grids in the micro grid set corresponding to the resource point group according to the number and the quantity; determining the micro grid with the highest score in the micro grid set corresponding to the resource point group as a reference micro grid of the resource point group;
And the drift result determining module is used for determining the distance between the resource points in the resource point group and the center point of the reference micro grid of the resource point group, and determining the drift result of the resource points in the resource point group according to the distance.
8. A broadband point drift detection device comprising a memory, a processor and a broadband point drift detection program stored on the memory and operable on the processor, the broadband point drift detection program when executed by the processor implementing the steps of the broadband point drift detection method according to any one of claims 1-6.
9. A computer storage medium comprising a wideband asset point drift detection program which, when executed by a processor, implements the steps of the wideband asset point drift detection method of any of claims 1-6.
CN202110629200.3A 2021-06-04 2021-06-04 Broadband resource point drift detection method, device, equipment and computer storage medium Active CN115514648B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110629200.3A CN115514648B (en) 2021-06-04 2021-06-04 Broadband resource point drift detection method, device, equipment and computer storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110629200.3A CN115514648B (en) 2021-06-04 2021-06-04 Broadband resource point drift detection method, device, equipment and computer storage medium

Publications (2)

Publication Number Publication Date
CN115514648A CN115514648A (en) 2022-12-23
CN115514648B true CN115514648B (en) 2023-09-05

Family

ID=84499369

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110629200.3A Active CN115514648B (en) 2021-06-04 2021-06-04 Broadband resource point drift detection method, device, equipment and computer storage medium

Country Status (1)

Country Link
CN (1) CN115514648B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6430618B1 (en) * 1998-03-13 2002-08-06 Massachusetts Institute Of Technology Method and apparatus for distributing requests among a plurality of resources
CN102868544A (en) * 2011-07-06 2013-01-09 中兴通讯股份有限公司 Method and system for realizing protection of shared gridding
CN110324087A (en) * 2018-03-30 2019-10-11 中国移动通信集团安徽有限公司 Generation method, device, equipment and the medium in Integrated services access area
CN110555086A (en) * 2018-05-15 2019-12-10 中国移动通信集团浙江有限公司 Method and device for attributing resource points in grid
CN111026823A (en) * 2019-11-27 2020-04-17 北京大学 Resource utilization associated network model planning method based on geographic position data

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070280276A1 (en) * 2006-05-30 2007-12-06 Tellabs Operations, Inc. Method and apparatus for managing client layer communications services
US10838767B2 (en) * 2016-09-12 2020-11-17 International Business Machines Corporation Distributed computing utilizing a recovery site

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6430618B1 (en) * 1998-03-13 2002-08-06 Massachusetts Institute Of Technology Method and apparatus for distributing requests among a plurality of resources
CN102868544A (en) * 2011-07-06 2013-01-09 中兴通讯股份有限公司 Method and system for realizing protection of shared gridding
CN110324087A (en) * 2018-03-30 2019-10-11 中国移动通信集团安徽有限公司 Generation method, device, equipment and the medium in Integrated services access area
CN110555086A (en) * 2018-05-15 2019-12-10 中国移动通信集团浙江有限公司 Method and device for attributing resource points in grid
CN111026823A (en) * 2019-11-27 2020-04-17 北京大学 Resource utilization associated network model planning method based on geographic position data

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
ODN网络建设关键技术及其在大理电信接入网中应用研究;罗红杰;《中国优秀硕士学位论文全文数据库》;全文 *

Also Published As

Publication number Publication date
CN115514648A (en) 2022-12-23

Similar Documents

Publication Publication Date Title
RU2597511C2 (en) Creating maps of private spaces using sensors of mobile computing devices
US10623889B2 (en) Hyper-locating places-of-interest in buildings
CN110134755A (en) Map updating method, device, equipment, server and medium
CN113723810A (en) Graph database-based power grid modeling method
CN116340442A (en) Method, device, equipment and storage medium for generating network space map
CN110784883A (en) Base station construction evaluation method, device, equipment and storage medium
CN113626408B (en) City information database construction method and map display method
CN116957887A (en) Intelligent meter reading method and meter reading system
CN115514648B (en) Broadband resource point drift detection method, device, equipment and computer storage medium
CN109238296B (en) A high-precision indoor navigation method and device
CN113225674B (en) Fingerprint positioning method, system, server and storage medium
JP5617027B1 (en) Information management system and information management program
KR102504188B1 (en) Methods and devices to provide information on estimated costs for construction
CN117132161A (en) Network resource data value analysis methods, devices, equipment and storage media
CN118898319A (en) Community renewal planning method, device, equipment and storage medium based on CIM
CN118804039A (en) Wireless network detection method and device, electronic device and storage medium
CN104992284A (en) Graph management system
CN110415052A (en) Location information processing method, device, computer equipment and readable storage medium
WO2019169998A1 (en) Method, system, and related apparatus for selecting data node
CN117853690A (en) Point location marking method and device, electronic equipment and storage medium
CN106954207A (en) A kind of method and device for the account attributes value for obtaining target terminal
CN113315233A (en) Automatic drawing method and system for power grid topological graph
JP7660266B2 (en) Pole management for installing network elements based on latitude and longitude
CN106443732B (en) Path diagram drawing method and system based on GPS
CN109241774A (en) A kind of difference private space decomposition method and system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant