An abnormal base station determination method and device, electronic equipment and storage medium

Abstract

The application provides an abnormal base station determination method and device, electronic equipment and storage medium, and relates to the technical field of communication. The method solves the technical problem that the way of determining that a base station is abnormal based on the position of a terminal in the related art is inaccurate, resulting in low efficiency of determining that the base station is abnormal. The method comprises the following steps: obtaining mobile robustness optimization (MRO) data of a terminal in a preset time period; determining a coverage value of each base station in the at least one base station in the preset time period and an interference value of the each base station in the preset time period according to the MRO data of the terminal in the preset time period; and determining that a first base station is an abnormal base station when the coverage value of the first base station in the preset time period meets a first condition and / or the interference value of the first base station in the preset time period meets a second condition, the first base station being one of the at least one base station.

Description

Technical Field

[0001] This invention relates to the field of communication technology, and in particular to a method, apparatus, electronic device, and storage medium for identifying abnormal base stations. Background Technology

[0002] Currently, when the network quality of a terminal is poor, the server can determine the base station corresponding to the terminal's location based on the terminal's location, and then determine whether the base station is malfunctioning.

[0003] However, the method described above, which determines the base station anomaly based on the terminal's location, may be inaccurate. For example, the terminal's location may correspond to multiple base stations, or the terminal's location may be mobile. The server may determine multiple base stations based on the terminal's location, resulting in low efficiency in determining the base station anomaly. Summary of the Invention

[0004] This invention provides a method, apparatus, electronic device, and storage medium for determining abnormal base stations, solving the technical problem that the method of determining the abnormality of a base station based on the location of a terminal may be inaccurate. For example, the location of the terminal may correspond to multiple base stations, or the location of the terminal may be moving, and the server may determine multiple base stations based on the location of the terminal, resulting in low efficiency in determining the abnormality of the base station.

[0005] In a first aspect, the present invention provides a method for determining an abnormal base station, comprising: acquiring Mobility Robustness Optimization (MRO) data of a terminal within a preset time period, the MRO data including multiple MRO records, wherein each MRO record includes a signal strength, an interference strength, and a base station identifier, the signal strength being the signal strength of the terminal under the coverage of the base station, and the interference strength being the interference strength of the base station on the terminal; determining, based on the MRO data of the terminal within the preset time period, the coverage value of each of at least one base station and the interference value of each of the at least one base station within the preset time period, the coverage value being used to characterize the degree of weak coverage of the terminal by each base station within the preset time period, and the interference value being used to characterize the degree of strong interference of the terminal by the base station within the preset time period; determining the first base station as an abnormal base station when the coverage value of the first base station within the preset time period meets a first condition, and / or the interference value of the first base station within the preset time period meets a second condition, the first base station being one of the at least one base station.

[0006] Optionally, determining the coverage value of each base station in at least one base station within the preset time period based on the MRO data of the terminal within the preset time period specifically includes: determining at least one first MRO record from the plurality of MRO records, wherein the at least one first MRO record includes the base station identifier of the first base station; determining at least one second MRO record from the at least one first MRO record, wherein the signal strength included in the at least one second MRO record is less than a signal strength threshold; and determining the ratio between the second quantity and the first quantity as the coverage value of the first base station within the preset time period, wherein the second quantity is the number of the at least one second MRO record and the first quantity is the number of the at least one first MRO record.

[0007] Optionally, the above-mentioned abnormal base station determination method further includes: when the ratio between the second quantity and the first quantity is greater than or equal to the first ratio threshold, determining that the coverage value of the first base station in the preset time period meets the first condition.

[0008] Optionally, the above-mentioned abnormal base station determination method further includes: when the coverage value of the first base station in the preset time period does not meet the first condition, and the interference value of the first base station in the preset time period does not meet the second condition, determining a first communication package, wherein the first communication package is a communication package used by a target account, and the target account is the account corresponding to the terminal; determining to recommend a second communication package to the target account, wherein the priority of the second communication package is higher than the priority of the first communication package.

[0009] Optionally, the above-mentioned method for determining abnormal base stations further includes: obtaining a preset correspondence relationship, the preset correspondence relationship including account identifiers of multiple accounts and service data corresponding to each of the multiple accounts, wherein the service data corresponding to an account includes at least one time period; obtaining the account identifier of a target account, the target account being the account corresponding to the terminal; and determining the preset time period based on the preset correspondence relationship and the account identifier of the target account.

[0010] Secondly, the present invention provides an abnormal base station determination device, comprising: an acquisition module and a determination module; the acquisition module is configured to acquire MRO data of a terminal within a preset time period, the MRO data including multiple MRO records, wherein each MRO record includes a signal strength, an interference strength, and a base station identifier of a base station, the signal strength being the signal strength of the terminal under the coverage of the base station, and the interference strength being the interference strength of the base station on the terminal; the determination module is configured to determine, based on the MRO data of the terminal within the preset time period, the coverage value of each of at least one base station and the interference value of each of the at least one base station within the preset time period, the coverage value being used to characterize the degree of weak coverage of the terminal by each base station within the preset time period, and the interference value being used to characterize the degree of strong interference of the terminal by the base station within the preset time period; the determination module is further configured to determine that a first base station is an abnormal base station when the coverage value of a first base station within the preset time period meets a first condition, and / or the interference value of the first base station within the preset time period meets a second condition, wherein the first base station is one of the at least one base station.

[0011] Optionally, the determining module is specifically configured to determine at least one first MRO record from the plurality of MRO records, wherein the at least one first MRO record includes the base station identifier of the first base station; the determining module is further configured to determine at least one second MRO record from the at least one first MRO record, wherein the signal strength included in the at least one second MRO record is less than a signal strength threshold; the determining module is further configured to determine the ratio between the second quantity and the first quantity as the coverage value of the first base station within the preset time period, wherein the second quantity is the number of the at least one second MRO record and the first quantity is the number of the at least one first MRO record.

[0012] Optionally, the determining module is further configured to determine that the coverage value of the first base station within the preset time period satisfies the first condition when the ratio between the second quantity and the first quantity is greater than or equal to the first ratio threshold.

[0013] Optionally, the determining module is further configured to determine a first communication package when the coverage value of the first base station during the preset time period does not meet the first condition and the interference value of the first base station during the preset time period does not meet the second condition. The first communication package is a communication package used by a target account, and the target account is the account corresponding to the terminal. The determining module is further configured to determine to recommend a second communication package to the target account, wherein the priority of the second communication package is higher than the priority of the first communication package.

[0014] Optionally, the acquisition module is further configured to acquire a preset correspondence, which includes account identifiers of multiple accounts and business data corresponding to each of the multiple accounts, wherein the business data corresponding to an account includes at least one time period; the acquisition module is further configured to acquire the account identifier of a target account, which is the account corresponding to the terminal; the determination module is further configured to determine the preset time period based on the preset correspondence and the account identifier of the target account.

[0015] Thirdly, the present invention provides an electronic device, comprising: a processor and a memory configured to store processor-executable instructions; wherein the processor is configured to execute the instructions to implement any of the alternative abnormal base station determination methods in the first aspect described above.

[0016] Fourthly, the present invention provides a computer-readable storage medium storing instructions that, when executed by an electronic device, enable the electronic device to perform any of the optional abnormal base station determination methods described in the first aspect.

[0017] The present invention provides an abnormal base station determination method, apparatus, electronic device, and storage medium. The electronic device can acquire MRO data of a terminal within a preset time period, and then determine the coverage value and interference value of each base station in at least one base station within the preset time period based on the MRO data. When the coverage value of the first base station within the preset time period meets a first condition, and / or the interference value of the first base station within the preset time period meets a second condition, the electronic device determines the first base station as an abnormal base station. In this embodiment of the invention, since an MRO record includes a signal strength, an interference strength, and the corresponding base station identifier, the electronic device can accurately determine the coverage value and interference value of each base station within a preset time period based on the multiple MRO records, thereby determining the communication quality of the terminal within the preset time period. Furthermore, since the coverage value characterizes the degree of weak coverage the terminal receives from each base station within the preset time period, and the interference value characterizes the degree of strong interference the terminal receives from each base station within the preset time period, the electronic device can determine that the first base station is abnormal when the terminal receives a high degree of weak coverage from the first base station and / or a high degree of strong interference from the first base station. This allows for quick and accurate identification of abnormal base stations, improving the efficiency of determining base station abnormalities. Attached Figure Description

[0018] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the accompanying drawings used in the description of the embodiments or the prior art will be briefly introduced below.

[0019] Figure 1 This is a flowchart illustrating a method for determining an abnormal base station according to an embodiment of the present invention.

[0020] Figure 2 A flowchart illustrating another method for determining abnormal base stations provided in an embodiment of the present invention;

[0021] Figure 3 A flowchart illustrating another method for determining abnormal base stations provided in an embodiment of the present invention;

[0022] Figure 4 A flowchart illustrating another method for determining abnormal base stations provided in an embodiment of the present invention;

[0023] Figure 5 A flowchart illustrating another method for determining abnormal base stations provided in an embodiment of the present invention;

[0024] Figure 6 This is a schematic diagram of the structure of an abnormal base station determination device provided in an embodiment of the present invention;

[0025] Figure 7 This is a schematic diagram of another abnormal base station determination device provided in an embodiment of the present invention. Detailed Implementation

[0026] The abnormal base station determination method, apparatus, electronic device and storage medium provided in the embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0027] The terms "first" and "second," etc., in the specification and drawings of this application are used to distinguish different objects, rather than to describe a specific order of objects. For example, "first MRO record" and "second MRO record," etc., are used to distinguish different MRO records, rather than to describe a specific order of MRO records.

[0028] Furthermore, the terms “comprising” and “having”, and any variations thereof, used in the description of this application are intended to cover non-exclusive inclusion. For example, a process, method, system, product, or apparatus that includes a series of steps or units is not limited to the steps or units listed, but may optionally include other steps or units not listed, or may optionally include other steps or units inherent to such processes, methods, products, or apparatus.

[0029] It should be noted that in the embodiments of the present invention, the words "exemplary" or "for example" are used to indicate that they are examples, illustrations, or descriptions. Any embodiment or design that is described as "exemplary" or "for example" in the embodiments of the present invention should not be construed as being more preferred or advantageous than other embodiments or design options. Specifically, the use of the words "exemplary" or "for example" is intended to present the relevant concepts in a specific manner.

[0030] The term "and / or" as used in this application includes using either one of two methods or using both methods simultaneously.

[0031] In the description of this application, unless otherwise stated, "a plurality of" means two or more.

[0032] As described in the background art, the method by which the server determines the abnormal base station based on the terminal's location in related technologies may be inaccurate. For example, the terminal's location may correspond to multiple base stations, or the terminal's location may be mobile, and the server may determine multiple base stations based on the terminal's location, resulting in low efficiency in determining the abnormal base station. Therefore, this invention provides an abnormal base station determination method, apparatus, electronic device, and storage medium. Since a single MRO record includes a signal strength, an interference strength, and the corresponding base station identifier, the electronic device can accurately determine the coverage value and interference value of each base station within a preset time period based on these multiple MRO records, thereby determining the terminal's communication quality within the preset time period. Furthermore, since the coverage value characterizes the degree of weak coverage the terminal receives from each base station within the preset time period, and the interference value characterizes the degree of strong interference the terminal receives from each base station within the preset time period, the electronic device can determine that the first base station is abnormal when the terminal receives high levels of weak coverage and / or high levels of strong interference from the first base station. This allows for rapid and accurate identification of abnormal base stations, improving the efficiency of determining base station abnormalities.

[0033] For example, the electronic device executing the abnormal base station determination method provided in this embodiment of the invention can be a mobile phone, tablet computer, desktop computer, laptop computer, handheld computer, notebook computer, ultra-mobile personal computer (UMPC), netbook, as well as cellular phone, personal digital assistant (PDA), augmented reality (AR) / virtual reality (VR) device, etc. This invention does not impose any special limitations on the specific form of the electronic device. It can interact with the user through one or more methods such as a keyboard, touchpad, touch screen, remote control, voice interaction, or handwriting device.

[0034] Optionally, the electronic device can be a standalone physical server, a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, content delivery network (CDN) acceleration services, and big data and artificial intelligence platforms.

[0035] The abnormal base station determination method, apparatus, electronic device, and storage medium provided in this invention are applied to scenarios involving abnormal base station determination. When the terminal's service perception is poor, the electronic device can acquire the terminal's MRO data within a preset time period. The MRO data includes the identifier of at least one base station. Based on the MRO data within the preset time period, the coverage value and interference value of each of the at least one base station within the preset time period are determined. Then, when the coverage value of the first base station within the preset time period meets a first condition, and / or the interference value of the first base station within the preset time period meets a second condition, the first base station is determined to be an abnormal base station.

[0036] like Figure 1 As shown, the abnormal base station determination method provided in this embodiment of the invention may include S101-S103.

[0037] S101. The electronic device acquires MRO data from the terminal within a preset time period.

[0038] The MRO data includes multiple MRO records. Each MRO record includes a signal strength, an interference strength, and a base station identifier. The signal strength is the signal strength of the terminal under the coverage of the base station, and the interference strength is the interference strength of the base station to the terminal.

[0039] It should be understood that the signal strength refers to the signal strength that the terminal can receive under the coverage of the base station. The higher the signal strength, the higher the communication quality of the terminal. The interference strength refers to the interference strength that the terminal experiences from the base station. The greater the interference strength, the worse the communication quality of the terminal.

[0040] In this embodiment of the invention, an MRO record may also include the time corresponding to the MRO record, which is the time within the preset time period. Specifically, an MRO record can be used to characterize the signal strength and interference strength of the terminal under the base station at that time.

[0041] Optionally, the MRO data may also include a terminal identifier, which the electronic device can use to determine the terminal's MRO data. The terminal identifier may be S1APID.

[0042] Optionally, a preset duration is set between the timestamps of each MRO record, which can be 8 seconds.

[0043] Optionally, the signal strength can be RSRP, and the interference strength can be uplink SINR.

[0044] S102. The electronic device determines the coverage value of each base station in at least one base station and the interference value of each base station in the preset time period based on the MRO data of the terminal in the preset time period.

[0045] The coverage value is used to characterize the degree of weak coverage of the terminal by each base station within the preset time period, and the interference value is used to characterize the degree of strong interference of the terminal by the base station within the preset time period.

[0046] It should be understood that the larger the coverage value, the higher the degree of weak coverage the terminal receives from the base station. When the degree of weak coverage is high, it means that the signal strength of the terminal is low and the communication quality of the terminal is poor. The larger the interference value, the higher the degree of strong interference the terminal receives from the base station and the poorer the communication quality of the terminal.

[0047] It is understandable that the MRO data of the terminal within the preset time period may include the identifiers of multiple base stations. In this case, the electronic device can determine the MRO data corresponding to each of the multiple base stations within the preset time period, as well as at least one MRO record corresponding to each base station. Then, based on the at least one MRO record corresponding to each base station, the coverage value and interference value of the terminal at each base station within the preset time period can be determined.

[0048] S103. When the coverage value of the first base station within a preset time period meets the first condition, and / or the interference value of the first base station within a preset time period meets the second condition, the electronic device determines that the first base station is an abnormal base station.

[0049] The first base station is one of the at least one base station.

[0050] It is understandable that when the first base station is an abnormal base station, it means that the first base station cannot provide high communication quality for the terminals under the base station.

[0051] In this embodiment of the invention, when the coverage value of the first base station within a preset time period meets a first condition, and / or the interference value of the first base station within the preset time period meets a second condition, it indicates that the terminal is under relatively weak coverage of the first base station within the preset time period, and / or the terminal is under relatively strong interference of the first base station within the preset time period, and the communication quality of the terminal under the base station is poor. At this time, the electronic device can determine that the first base station is abnormal.

[0052] Optionally, when the coverage value of the first base station within a preset time period does not meet the first condition, and the interference value of the first base station within the preset time period does not meet the second condition, it indicates that the terminal has a low degree of weak coverage under the first base station within the preset time period, and the terminal is less affected by strong interference from the base station within the preset time period, thus indicating that the terminal has better communication quality under the base station. In this case, the electronic device can determine that the first base station is a normal base station.

[0053] In one alternative implementation, the communication quality of the terminal may be poor during a certain period of time. In this case, the target account corresponding to the terminal can send a network problem determination request to the electronic device based on the terminal. The network problem determination request may include the identifier of the target account. The electronic device can determine a preset time period within the certain period of time based on the above embodiments, determine whether there is an abnormal base station within the preset time period, and determine the identifier of the abnormal base station.

[0054] Optionally, the first base station and the terminal can send and receive services, such as a target service. In this case, the coverage value of the base station within a preset time period can be used to characterize the weak coverage when the terminal performs the target service, and the interference value of the base station within the preset time period can be used to characterize the high interference when the terminal performs the target service.

[0055] The technical solution provided by the above embodiments can bring at least the following beneficial effects: As can be seen from S101-S103, the electronic device can obtain the MRO data of the terminal within a preset time period, and then determine the coverage value of each base station in at least one base station and the interference value of each base station within the preset time period based on the MRO data. When the coverage value of the first base station within the preset time period meets the first condition, and / or the interference value of the first base station within the preset time period meets the second condition, the electronic device determines that the first base station is an abnormal base station. In this embodiment of the invention, since an MRO record includes a signal strength, an interference strength, and the corresponding base station identifier, the electronic device can accurately determine the coverage value and interference value of each base station within a preset time period based on the multiple MRO records, thereby determining the communication quality of the terminal within the preset time period. Furthermore, since the coverage value characterizes the degree of weak coverage the terminal receives from each base station within the preset time period, and the interference value characterizes the degree of strong interference the terminal receives from each base station within the preset time period, the electronic device can determine that the first base station is abnormal when the terminal receives a high degree of weak coverage from the first base station and / or a high degree of strong interference from the first base station. This allows for quick and accurate identification of abnormal base stations, improving the efficiency of determining base station abnormalities.

[0056] Combination Figure 1 ,like Figure 2 As shown, the above-mentioned electronic device determines the coverage value of each base station in at least one base station within the preset time period based on the MTO data of the terminal within the preset time period, which may specifically include S1021-S1023.

[0057] S1021. The electronic device determines at least one first MRO record from multiple MRO records.

[0058] The first MRO record includes the base station identifier of the first base station.

[0059] Based on the description of the above embodiments, the multiple MRO records may include the identifiers of multiple base stations. In this case, the electronic device can identify the MRO record that includes the base station identifier of the first base station as the first MRO record and determine the number of the first MRO records.

[0060] Optionally, when the multiple MRO data include only the base station identifier of the first base station, the number of the first MRO records is the same as the number of the multiple MRO records.

[0061] S1022, The electronic device determines at least one second MRO record from at least one first MRO record.

[0062] Wherein, the signal strength included in at least one second MRO record is less than the signal strength threshold.

[0063] Understandably, the electronic device can determine the signal strength included in each first MRO record, then identify the first MRO record with a signal strength less than a signal strength threshold as a second MRO record, and determine the number of such second MRO records.

[0064] It should be understood that when the signal strength included in the second MRO record is less than the signal strength threshold, it indicates that the signal strength of the terminal under the first base station is low at the current time, and the terminal has weak coverage under the first base station at the current time.

[0065] Optionally, when the signal strength included in the first MRO record is greater than the signal strength threshold, it indicates that the terminal has a high signal strength under the first base station at the current time, and the terminal does not have weak coverage under the first base station at the current time.

[0066] S1023. The electronic device determines the ratio between the second quantity and the first quantity as the coverage value of the first base station within a preset time period.

[0067] Wherein, the second quantity is the number of the at least one second MRO record, and the first value is the number of the at least one first MRO data record.

[0068] In this embodiment of the invention, the ratio of the second quantity to the first quantity can be understood as the weak coverage ratio of the terminal under the first base station within a preset time period.

[0069] In one alternative implementation, the electronic device may also determine the coverage value of the first base station within the preset time period by multiplying the second quantity by the first quantity.

[0070] In one implementation of the present invention, the electronic device may further determine at least one third MRO record from the at least one first MRO record, wherein the interference intensity included in the at least one third MRO record is less than the interference intensity threshold, and the number of the at least one third MRO record is determined as the third quantity, and then the ratio between the third quantity and the first quantity is determined as the interference value of the first base station in the preset time period.

[0071] It is understandable that the ratio between the third quantity and the first quantity can be interpreted as the proportion of strong interference of the terminal within the preset time period.

[0072] Combination Figure 2 ,like Figure 3 As shown, the abnormal base station determination method provided in this embodiment of the invention may further include S104.

[0073] S104. When the ratio between the second quantity and the first quantity is greater than or equal to the first ratio threshold, the electronic device determines that the coverage value of the first base station within the preset time period meets the first condition.

[0074] In this embodiment of the invention, when the ratio between the second quantity and the first quantity is greater than or equal to the first ratio threshold, it indicates that the terminal has a relatively low signal strength under the first base station for a large number of times. At this time, the electronic device can determine that the coverage value of the first base station within the preset time period meets the first condition.

[0075] Optionally, when the ratio between the second quantity and the first quantity is less than the first ratio threshold, it indicates that the terminal experiences fewer times with low signal strength under the first base station. In this case, the electronic device can determine that the coverage value of the first base station within the preset time period does not meet the first condition.

[0076] In one implementation of this invention, when the ratio between the third quantity and the first quantity is greater than or equal to the second ratio threshold, it indicates that the terminal experiences more periods of high interference intensity under the first base station. In this case, the electronic device can determine that the interference value of the first base station within the preset time period meets the second condition. When the ratio between the third quantity and the first quantity is less than the second ratio threshold, it indicates that the terminal experiences fewer periods of high interference intensity under the first base station. In this case, the electronic device can determine that the interference value of the first base station within the preset time period does not meet the second condition.

[0077] Optionally, the first ratio threshold can be 30%.

[0078] Combination Figure 1 ,like Figure 4 As shown, the abnormal base station determination method provided in this embodiment of the invention may further include S105-S106.

[0079] S105. When the coverage value of the first base station within a preset time period does not meet the first condition, and the interference value of the first base station within a preset time period does not meet the second condition, the electronic device determines the first communication package.

[0080] The first communication package is the communication package used by the target account, and the target account is the account corresponding to the terminal.

[0081] Based on the description of the above embodiments, it should be understood that when the coverage value of the first base station during the preset time period does not meet the first condition, and the interference value of the first base station during the preset time period does not meet the second condition, it indicates that the first base station is a normal base station, and the first base station can provide high communication quality for terminals under the first base station. At this time, the electronic device can determine the communication package used by the target account corresponding to the terminal, and the communication package is used to characterize the service quality corresponding to the target account in the first base station.

[0082] Optionally, the electronic device can obtain the data package used by the target account within a preset time period from the order data of the target account. The order data includes the identifier of the target account, and the communication package may include the package type of the target account, such as a 4G package. The communication package may also include the available data of the target account.

[0083] S106. The electronic device determines to recommend a second communication package to the target account.

[0084] The second communication package has a higher priority than the first communication package.

[0085] It should be understood that the priority of the second communication package is used to characterize the degree of priority of the first base station in providing better communication quality to the terminal. When the priority of the second communication package is higher than the priority of the first communication package, it means that the first base station prioritizes providing better communication quality to the account using the second communication package.

[0086] Understandably, the server can recommend a higher-priority second communication package to the target account, thereby allowing the target account to obtain better communication quality provided by the base station.

[0087] Optionally, the second communication package can be a 5G communication package.

[0088] In this embodiment of the invention, when the coverage value of the first base station within a preset time period does not meet the first condition, and the interference value of the first base station within the preset time period does not meet the second condition, it indicates that the first base station is a normal base station. When the first base station is a normal base station, the electronic device determines the first communication package used by the target account corresponding to the terminal, and determines to recommend the second communication package with higher priority to the target account, which can improve the communication experience of the terminal.

[0089] Combination Figure 1 ,like Figure 5 As shown, the abnormal base station determination method provided in this embodiment of the invention may further include S107-S109.

[0090] S107. The electronic device obtains the preset correspondence.

[0091] The preset correspondence includes account identifiers for multiple accounts and business data corresponding to each of the multiple accounts. The business data corresponding to an account includes at least one time period.

[0092] It is understandable that terminals and base stations can send and receive services. The service data of each time a terminal sends and receives services with a base station can be understood as the service data of the account corresponding to that terminal. The service data corresponding to an account can include the time period for each time that account sends and receives services, that is, the start time and the end time.

[0093] Optionally, the electronic device can obtain the preset correspondence from mobile network signaling record data, which includes the time of each interaction between each account and the mobile network (specifically, the base station) among multiple accounts.

[0094] Optionally, the mobile network signaling record of the target account may also include the S1APID of the target account, the Msisdn of the target account, the base station identifier of the base station, the target service accessed by the target account, etc.

[0095] S108. The electronic device obtains the account identifier of the target account.

[0096] The target account is the account corresponding to the terminal.

[0097] Alternatively, the identifier of the target account can also be the Msisdn corresponding to the terminal.

[0098] S109. The electronic device determines the preset time period based on the preset correspondence and the identifier of the target account.

[0099] Understandably, since the preset correspondence includes account identifiers for multiple accounts and business data corresponding to each of those accounts, the electronic device can determine the business data corresponding to the target account based on the preset correspondence and the target account identifier. Then, it can determine at least one time period included in the business data of the target account, and the electronic device can designate one of these time periods as the preset time period. Furthermore, the electronic device can identify abnormal base stations included in the terminal's MRO data within the preset time period.

[0100] Optionally, the business data of an account in a time period may also include the identifier of the base station. The electronic device may determine the MRO data of the terminal in the preset time period corresponding to the target account based on the identifier of the target account, the identifier of the terminal, and the identifier of the base station in the preset correspondence.

[0101] In this embodiment of the invention, since the time period included in the service data corresponding to the target account is the service data of the terminal and base station transmitting and receiving services corresponding to the target account, the electronic device can determine the preset time period based on the preset correspondence and the identifier of the target account, thereby accurately determining the time period of the terminal and base station transmitting and receiving services, and thus improving the effectiveness of abnormal base station determination.

[0102] In one optional implementation, the electronic device can obtain the mobile network signaling records, order data, and MRO data of the target account. Then, based on the identifier of the target account and the Kafka tool, it matches the mobile network signaling records, order data, and MRO data of the target account to determine all the aforementioned data of the terminal within the preset time period, and then determines the abnormal base station based on all the aforementioned data.

[0103] In this embodiment of the invention, electronic devices and the like can be divided into functional modules according to the above method examples. For example, each function can be divided into its own functional module, or two or more functions can be integrated into one processing module. The integrated module can be implemented in hardware or as a software functional module. It should be noted that the module division in this embodiment is illustrative and only represents one logical functional division; other division methods may be used in actual implementation.

[0104] When dividing each function into modules according to its corresponding function. Figure 6 A possible structural schematic diagram of the abnormal base station determination device involved in the above embodiments is shown, such as... Figure 6 As shown, the abnormal base station determination device 10 may include: an acquisition module 101 and a determination module 102.

[0105] The acquisition module 101 is used to acquire MRO data of the terminal within a preset time period. The MRO data includes multiple MRO records. Each MRO record includes a signal strength, an interference strength, and a base station identifier. The signal strength is the signal strength of the terminal under the coverage of the base station, and the interference strength is the interference strength of the base station to the terminal.

[0106] The determining module 102 is used to determine, based on the MRO data of the terminal within the preset time period, the coverage value of each base station in at least one base station and the interference value of each base station within the preset time period. The coverage value is used to characterize the degree of weak coverage of the terminal by each base station within the preset time period, and the interference value is used to characterize the degree of strong interference of the terminal by the base station within the preset time period.

[0107] The determining module 102 is further configured to determine that the first base station is an abnormal base station when the coverage value of the first base station in the preset time period meets the first condition and / or the interference value of the first base station in the preset time period meets the second condition, and the first base station is one of the at least one base station.

[0108] Optionally, the determining module 102 is specifically used to determine at least one first MRO record from the plurality of MRO records, wherein the at least one first MRO record includes the base station identifier of the first base station.

[0109] The determining module 102 is further configured to determine at least one second MRO record from the at least one first MRO record, wherein the signal strength included in the at least one second MRO record is less than a signal strength threshold.

[0110] The determining module 102 is further configured to determine the ratio between the second quantity and the first quantity as the coverage value of the first base station within the preset time period, wherein the second quantity is the number of the at least one second MRO record and the first quantity is the number of the at least one first MRO record.

[0111] Optionally, the determining module 102 is further configured to determine that the coverage value of the first base station within the preset time period satisfies the first condition when the ratio between the second quantity and the first quantity is greater than or equal to the first ratio threshold.

[0112] Optionally, the determining module 102 is further configured to determine a first communication package when the coverage value of the first base station during the preset time period does not meet the first condition and the interference value of the first base station during the preset time period does not meet the second condition. The first communication package is a communication package used by the target account, and the target account is the account corresponding to the terminal.

[0113] The determining module 102 is also used to determine to recommend a second communication package to the target account, the second communication package having a higher priority than the first communication package.

[0114] Optionally, the acquisition module 101 is further configured to acquire a preset correspondence relationship, which includes account identifiers of multiple accounts and business data corresponding to each of the multiple accounts, wherein the business data corresponding to an account includes at least one time period.

[0115] The acquisition module 101 is also used to acquire the account identifier of the target account, which is the account corresponding to the terminal.

[0116] The determining module 102 is also used to determine the preset time period based on the preset correspondence and the account identifier of the target account.

[0117] When using integrated units, Figure 7 A possible structural schematic diagram of the abnormal base station determination device involved in the above embodiments is shown. Figure 7 As shown, the abnormal base station determination device 20 may include a processing module 201 and a communication module 202. The processing module 201 can be used to control and manage the operation of the abnormal base station determination device 20. The communication module 202 can be used to support communication between the abnormal base station determination device 20 and other entities. Optionally, as shown... Figure 7 As shown, the abnormal base station determination device 20 may further include a storage module 203 for storing the program code and data of the abnormal base station determination device 20.

[0118] The processing module 201 can be a processor or a controller. The communication module 202 can be a transceiver, transceiver circuit, or communication interface, etc. The storage module 203 can be a memory.

[0119] In this configuration, when the processing module 201 is a processor, the communication module 202 is a transceiver, and the storage module 203 is a memory, the processor, transceiver, and memory can be connected via a bus. The bus can be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc. Buses can be categorized as address buses, data buses, control buses, etc.

[0120] It should be understood that, in various embodiments of the present invention, the order of the above-mentioned process numbers does not imply the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiments of the present invention.

[0121] Those skilled in the art will recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementations should not be considered beyond the scope of this invention.

[0122] Those skilled in the art will understand that, for the sake of convenience and brevity, the specific working processes of the systems, devices, and units described above can be referred to the corresponding processes in the foregoing method embodiments, and will not be repeated here.

[0123] The units described as separate components may or may not be physically separate. The components shown as units may or may not be physical units; that is, they may be located in one place or distributed across multiple network units. Some or all of the units can be selected to achieve the purpose of this embodiment according to actual needs.

[0124] In the above embodiments, implementation can be achieved, in whole or in part, through software, hardware, firmware, or any combination thereof. When implemented using software programs, implementation can be, in whole or in part, in the form of a computer program product. This computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, all or part of the processes or functions described in the embodiments of the present invention are generated. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device. The computer instructions can be stored in a computer-readable storage medium or transmitted from one computer-readable storage medium to another. For example, the computer instructions can be transmitted from one website, computer, server, or data center to another website, computer, server, or data center via wired (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) means. The computer-readable storage medium can be any available medium accessible to a computer or a data storage device containing one or more servers, data centers, etc., that can be integrated with the medium. The available media can be magnetic media (e.g., floppy disks, hard disks, magnetic tapes), optical media (e.g., DVDs), or semiconductor media (e.g., solid-state drives (SSDs)).

[0125] The above description is merely a specific embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Any variations or substitutions that can be easily conceived by those skilled in the art within the technical scope disclosed in the present invention should be included within the scope of protection of the present invention. Therefore, the scope of protection of the present invention should be determined by the scope of the claims.

Claims

1. An abnormal base station determination method, characterized by, The method comprises: obtaining a preset correspondence relationship, the preset correspondence relationship comprising account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, wherein the service data corresponding to one account comprises at least one time period; obtaining an account identifier of a target account, the target account being an account corresponding to a terminal; determining a preset time period according to the preset correspondence relationship and the account identifier of the target account; obtaining mobile robustness optimization (MRO) data of the terminal in the preset time period, the MRO data comprising a plurality of MRO records, wherein one MRO record comprises a signal strength, an interference strength, and a base station identifier of a base station, the signal strength being a signal strength of the terminal under coverage of the base station, and the interference strength being an interference strength of the base station to the terminal; determining, according to the MRO data of the terminal in the preset time period, a coverage value of each base station in at least one base station in the preset time period and an interference value of the each base station in the preset time period, the coverage value being used to represent a weak coverage degree of the terminal under the each base station in the preset time period, and the interference value being used to represent a strong interference degree of the terminal under the base station in the preset time period; when a coverage value of a first base station in the preset time period satisfies a first condition and / or an interference value of the first base station in the preset time period satisfies a second condition, determining that the first base station is an abnormal base station, the first base station being one of the at least one base station. The method further comprises: determining at least one first MRO record from the plurality of MRO records, the at least one first MRO record comprising the base station identifier of the first base station; determining at least one second MRO record from the at least one first MRO record, the signal strength comprised in the at least one second MRO record being less than a signal strength threshold value; determining, as the coverage value of the first base station in the preset time period, a ratio between a second quantity and a first quantity, the second quantity being a quantity of the at least one second MRO record, and the first quantity being a quantity of the at least one first MRO record.

2. The abnormal base station determining method of claim 1, wherein, The method further comprises: when the ratio between the second quantity and the first quantity is greater than or equal to a first ratio threshold value, determining that the coverage value of the first base station in the preset time period satisfies the first condition. 3.The abnormal base station determining method of claim 1, wherein, The method further comprises: when the coverage value of the first base station in the preset time period does not satisfy the first condition and the interference value of the first base station in the preset time period does not satisfy the second condition, determining a first communication package, the first communication package being a communication package used by a target account, the target account being an account corresponding to the terminal; determining to recommend a second communication package to the target account, a priority of the second communication package being higher than a priority of the first communication package.

4. An abnormal base station identification device, characterized in that, The method comprises: The acquisition module and the determination module; The acquisition module is further configured to acquire a preset correspondence relationship, the preset correspondence relationship comprising account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, wherein the service data corresponding to one account comprises at least one time period; The acquisition module is further configured to acquire an account identifier of a target account, the target account being an account corresponding to the terminal; The determination module is further configured to determine a preset time period according to the preset correspondence relationship and the account identifier of the target account; The acquisition module is configured to acquire mobile robustness optimization (MRO) data of the terminal in the preset time period, the MRO data comprising a plurality of MRO records, wherein one MRO record comprises a signal strength, an interference strength, and a base station identifier of one base station, the signal strength being a signal strength of the terminal under coverage of the base station, and the interference strength being an interference strength of the base station on the terminal; The determination module is configured to determine, according to the MRO data of the terminal in the preset time period, a coverage value of each base station in the at least one base station in the preset time period and an interference value of the each base station in the preset time period, the coverage value being used to represent a weak coverage degree of the terminal under the each base station in the preset time period, and the interference value being used to represent a strong interference degree of the terminal under the base station in the preset time period; The determination module is further configured to determine a first base station as an abnormal base station when a coverage value of the first base station in the preset time period satisfies a first condition and / or an interference value of the first base station in the preset time period satisfies a second condition, the first base station being one of the at least one base station; The determination module is specifically configured to determine at least one first MRO record from the plurality of MRO records, the at least one first MRO record comprising a base station identifier of the first base station; The determination module is further specifically configured to determine at least one second MRO record from the at least one first MRO record, the at least one second MRO record comprising a signal strength less than a signal strength threshold; The determination module is further specifically configured to determine, as the coverage value of the first base station in the preset time period, a ratio between a second quantity and a first quantity, the second quantity being a quantity of the at least one second MRO record, and the first quantity being a quantity of the at least one first MRO record.

5. The abnormal base station determination apparatus of claim 4, wherein The determination module is further configured to determine that the coverage value of the first base station in the preset time period satisfies the first condition when the ratio between the second quantity and the first quantity is greater than or equal to a first ratio threshold.

6. The abnormal base station determination apparatus of claim 4, wherein The determining module is further configured to determine a first communication package when the coverage value of the first base station in the preset time period does not satisfy the first condition and the interference value of the first base station in the preset time period does not satisfy the second condition, the first communication package being a communication package used by a target account, the target account being an account corresponding to the terminal; The determining module is further configured to determine a second communication package to be recommended to the target account, the second communication package having a priority higher than that of the first communication package.

7. An electronic device, comprising: The electronic device comprises: a processor; a memory configured to store instructions executable by the processor; wherein the processor is configured to execute the instructions to implement the method for determining an abnormal base station according to any one of claims 1-3.

8. A computer-readable storage medium having stored thereon instructions, the computer-readable storage medium comprising: When the instructions in the computer-readable storage medium are executed by the electronic device, the electronic device is enabled to implement the method for determining an abnormal base station according to any one of claims 1-3.

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