CN116233909A - Abnormal base station determining method and device, electronic equipment and storage medium - Google Patents

Abstract

The invention provides a method, a device, electronic equipment and a storage medium for determining an abnormal base station, relates to the technical field of communication, and solves the technical problem that the method for determining the abnormal base station by a server based on the position of a terminal in the related art is possibly inaccurate, so that the efficiency of determining the abnormal base station is low. The method comprises the following steps: obtaining mobile robustness optimization MRO data of a terminal in a preset time period, and determining a coverage value of each base station in at least one base station in the preset time period and an interference value of each base station in the preset time period according to the MRO data of the terminal in the preset time period; and 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, determining that the first base station is an abnormal base station, wherein the first base station is one of the at least one base station.

Description

Abnormal base station determining method and device, electronic equipment and storage medium

Technical Field

The present invention relates to the field of communications technologies, and in particular, to a method and apparatus for determining an abnormal base station, an electronic device, and a storage medium.

Background

Currently, when the network quality of a certain terminal is poor, the server can determine the base station corresponding to the position of the terminal based on the position of the terminal, so as to determine whether the base station is abnormal or not.

However, in the above method, the manner of determining the abnormality of the base station based on the location of the terminal may be inaccurate, for example, the location of the terminal may correspond to a plurality of base stations, or the location of the terminal may be mobile, and the server may determine a plurality of base stations based on the location of the terminal, resulting in low efficiency of determining the abnormality of the base station.

Disclosure of Invention

The invention provides an abnormal base station determining method, an abnormal base station determining device, electronic equipment and a storage medium, which solve the technical problems that a server determines that the base station is abnormal based on the position of a terminal, for example, the position of the terminal can correspond to a plurality of base stations or the position of the terminal can be mobile, and the server determines a plurality of base stations based on the position of the terminal, so that the abnormal base station determining efficiency is low.

In a first aspect, the present invention provides a method for determining an abnormal base station, including: obtaining mobile robustness optimization MRO data of a terminal in a preset time period, wherein the MRO data comprises a plurality of MRO records, one MRO record comprises a signal strength, an interference strength and a base station identifier of a base station, the signal strength is the signal strength of the terminal covered by the base station, and the interference strength is the interference strength of the base station to the terminal; determining a coverage value of each base station in at least one base station in the preset time period and an interference value of each base station in the preset time period according to MRO data of the terminal in the preset time period, wherein the coverage value is used for representing weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used for representing strong interference degree of the terminal by the base station in the preset time period; and 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, determining that the first base station is an abnormal base station, wherein the first base station is one of the at least one base station.

Optionally, the determining, according to the MRO data of the terminal in the preset time period, the coverage value of each base station in at least one base station in 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 comprises a base station identifier of the first base station; determining at least one second MRO record from the at least one first MRO record, the at least one second MRO record including a signal strength less than a signal strength threshold; and determining a ratio of a second number to a first number as a coverage value of the first base station in the preset time period, wherein the second number is the number of the at least one second MRO record, and the first number is the number of the at least one first MRO record.

Optionally, the abnormal base station determining method further includes: and when the ratio between the second quantity and the first quantity is larger than or equal to a first ratio threshold, determining that the coverage value of the first base station in the preset time period meets the first condition.

Optionally, the abnormal base station determining 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 an account corresponding to the terminal; determining to recommend a second communication package to the target account, the second communication package having a priority that is higher than the priority of the first communication package.

Optionally, the abnormal base station determining method further includes: acquiring a preset corresponding relation, wherein the preset corresponding relation comprises account identifications of a plurality of accounts and service data corresponding to each account in the plurality of accounts, and the service data corresponding to one account comprises at least one time period; acquiring an account identifier of a target account, wherein the target account is an account corresponding to the terminal; and determining the preset time period according to the preset corresponding relation and the account identifier of the target account.

In a second aspect, the present invention provides an abnormal base station determining apparatus, comprising: an acquisition module and a determination module; the acquisition module is used for acquiring MRO data of the terminal in a preset time period, wherein the MRO data comprises a plurality of MRO records, one MRO record comprises a signal strength, an interference strength and a base station identifier of a base station, the signal strength is the signal strength of the terminal covered by the base station, and the interference strength is the interference strength of the base station to the terminal; the determining module is configured to determine, according to 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 each base station in the preset time period, where the coverage value is used to represent a weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used to represent a strong interference degree of the terminal by the base station in the preset time period; the determining module 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 a first condition and/or the interference value of the first base station in the preset time period meets a second condition, where the first base station is one of the at least one base station.

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

Optionally, the determining module is further configured to determine that the coverage value of the first base station in the preset time period meets the first condition when a ratio between the second number and the first number is greater than or equal to a first ratio threshold.

Optionally, 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 meet the first condition and the interference value of the first base station in the preset time period does not meet the second condition, where the first communication package is a communication package used by a target account, and the target account is an account corresponding to the terminal; the determining module is further configured to determine that a second communication package is recommended to the target account, where the second communication package has a priority higher than the first communication package.

Optionally, the obtaining module is further configured to obtain a preset corresponding relationship, where the preset corresponding relationship includes account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, where the service data corresponding to one account includes at least one time period; the acquisition module is further used for acquiring an account identifier of a target account, wherein the target account is an account corresponding to the terminal; the determining module is further configured to determine the preset time period according to the preset corresponding relationship and the account identifier of the target account.

In a third aspect, 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 above-described optionally abnormal base station determination methods of the first aspect.

In a fourth aspect, the present invention provides a computer readable storage medium having instructions stored thereon which, when executed by an electronic device, enable the electronic device to perform any one of the above-described optionally abnormal base station determination methods of the first aspect.

According to the method, the device, the electronic equipment and the storage medium for determining the abnormal base station, the electronic equipment can acquire MRO data of the terminal in a preset time period, then the coverage value of each base station in at least one base station in the preset time period and the interference value of each base station in the preset time period are determined according to the MRO data, and when the coverage value of a 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 electronic equipment determines that the first base station is the abnormal base station. In the embodiment of the invention, since one MRO record comprises one signal intensity, one interference intensity and the corresponding identification of the base station, the electronic equipment can accurately determine the coverage value of each base station in the preset time period and the interference value of each base station in the preset time period according to the multiple MRO records, further determine the communication quality of the terminal in the preset time period, and further determine the abnormal base station rapidly and accurately because the coverage value is used for representing the weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used for representing the strong interference degree of the terminal by each base station in the preset time period, therefore, when the weak coverage degree of the terminal by the first base station is higher and/or the strong interference degree of the terminal by the first base station is higher, the abnormal base station can be determined rapidly and accurately, and the abnormal base station determining efficiency is improved.

Drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below.

Fig. 1 is a flow chart of a method for determining an abnormal base station according to an embodiment of the present invention;

fig. 2 is a flowchart of another abnormal base station determining method according to an embodiment of the present invention;

fig. 3 is a flowchart of another abnormal base station determining method according to an embodiment of the present invention;

fig. 4 is a flowchart of another abnormal base station determining method according to an embodiment of the present invention;

fig. 5 is a flowchart of another abnormal base station determining method according to an embodiment of the present invention;

fig. 6 is a schematic structural diagram of an abnormal base station determining apparatus according to an embodiment of the present invention;

fig. 7 is a schematic structural diagram of another abnormal base station determining apparatus according to an embodiment of the present invention.

Detailed Description

The method, the device, the electronic equipment and the storage medium for determining the abnormal base station provided by the embodiment of the invention are described in detail below with reference to the accompanying drawings.

The terms "first" and "second" and the like in the description and in the drawings of the present application are used for distinguishing between different objects and not for describing a particular order of objects, e.g. the first MRO record and the second MRO record and the like are used for distinguishing between different MRO records and not for describing a particular order of MRO records.

Furthermore, references to the terms "comprising" and "having" and any variations thereof in the description of the present application are intended to cover a non-exclusive inclusion. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those listed but may optionally include other steps or elements not listed or inherent to such process, method, article, or apparatus.

It should be noted that, in the embodiments of the present invention, words such as "exemplary" or "such as" are used to mean serving as an example, instance, or illustration. Any embodiment or design described herein as "exemplary" or "e.g." in an embodiment of the present invention is not to be taken as preferred or advantageous over other embodiments or designs. Rather, the use of words such as "exemplary" or "such as" is intended to present related concepts in a concrete fashion.

The term "and/or" as used herein includes the use of either or both of these methods.

In the description of the present application, unless otherwise indicated, the meaning of "a plurality" means two or more.

Based on the description in the background art, since in the related art, the manner in which the server determines the abnormal base station based on the location of the terminal may be inaccurate, for example, the location of the terminal may correspond to a plurality of base stations, or the location of the terminal may be mobile, the server may determine a plurality of base stations based on the location of the terminal, resulting in low efficiency of the determination of the abnormal base station. Based on this, the embodiment of the invention provides a method, a device, an electronic device and a storage medium for determining an abnormal base station, because an MRO record includes a signal strength, an interference strength and an identifier of a corresponding base station, the electronic device can accurately determine, according to the MRO records, a coverage value of each base station in the preset time period and an interference value of each base station in the preset time period, so as to determine the communication quality of the terminal in the preset time period, and further, because the coverage value is used for representing the weak coverage degree of the terminal by each base station in the preset time period, the interference value is used for representing the strong interference degree of the terminal by each base station in the preset time period, so that when the weak coverage degree of the electronic device by the first base station is higher and/or the strong interference degree of the terminal by the first base station is higher, the abnormal base station can be determined quickly and accurately, and the abnormal base station is determined.

The electronic device for executing the abnormal base station determining method provided by the embodiment of the invention may be a mobile phone, a tablet computer, a desktop computer, a laptop computer, a handheld computer, a notebook computer, an ultra-mobile personal computer (UMPC), a netbook, a cellular phone, a personal digital assistant (personal digital assistant, PDA), an augmented reality (augmented reality, AR) \virtual reality (VR) device, or the like, and the invention is not limited to a specific form of the electronic device. The system can perform man-machine interaction with a user through one or more modes of a keyboard, a touch pad, a touch screen, a remote controller, voice interaction or handwriting equipment and the like.

Optionally, the electronic device may be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, and may also be a cloud server that provides cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, network acceleration services (content delivery network, CDN), basic cloud computing services such as big data and artificial intelligence platforms, and the like.

The method, the device, the electronic equipment and the storage medium for determining the abnormal base station are applied to a scene determined by the abnormal base station, when the service perception of the terminal is poor, the electronic equipment can acquire the MRO data of the terminal in a preset time period, the MRO data comprise the identification of at least one base station, the coverage value of each base station in the preset time period and the interference value of each base station in the preset time period are determined according to the MRO data in the preset time period, and then 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 is determined to be the abnormal base station.

As shown in fig. 1, the method for determining an abnormal base station according to the embodiment of the present invention may include S101 to S103.

S101, the electronic equipment acquires MRO data of the terminal in a preset time period.

The MRO data comprises a plurality of MRO records, one MRO record comprises a signal strength, an interference strength and a base station identifier of a base station, wherein the signal strength is the signal strength of the terminal covered by the base station, and the interference strength is the interference strength of the base station to the terminal.

It should be understood that the signal strength is 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, and the interference strength is the interference strength that the terminal receives from the base station, and the greater the interference strength, the worse the communication quality of the terminal.

In the embodiment of the present invention, the one MRO record may further include a time corresponding to the one MRO record, where the time is a time within the preset time period, and specifically, the one MRO record may be used to characterize the signal strength and the interference strength of the terminal under the base station at the time.

Optionally, the MRO data may further include an identifier of the terminal, and the electronic device may determine the MRO data of the terminal based on the identifier of the terminal, where the identifier of the terminal may be S1APID.

Alternatively, the time intervals of each MRO record may be a preset time period, which may be 8 seconds.

Alternatively, the signal strength may be RSRP and the interference strength may be uplink SINR.

S102, the electronic equipment determines a coverage value of each base station in at least one base station in a preset time period and an interference value of each base station in the preset time period according to MRO data of the terminal in the preset time period.

The coverage value is used for representing the weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used for representing the strong interference degree of the terminal by the base station in the preset time period.

It should be understood that the greater the coverage value, the higher the degree of weak coverage the terminal receives by the base station, and when the degree of weak coverage is higher, the lower the signal strength of the terminal, the worse the communication quality of the terminal; the larger the interference value is, the higher the strong interference degree of the terminal to the base station is, and the worse the communication quality of the terminal is.

It may be understood that the MRO data of the terminal in the preset time period may include identifiers of a plurality of base stations, and at this time, the electronic device may determine, respectively, the MRO data corresponding to each base station in the plurality of base stations in the preset time period, and at least one MRO record corresponding to each base station, and then determine, according to the at least one MRO record corresponding to each base station, a coverage value and an interference value of each base station in the preset time period.

And S103, 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 electronic equipment determines that the first base station is an abnormal base station.

Wherein the first base station is one of the at least one base station.

It can be appreciated that when the first base station is an abnormal base station, it is indicated that the first base station cannot provide a higher communication quality for the terminal under the base station.

In the embodiment of the invention, 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 terminal is higher in weak coverage degree of the terminal under the first base station in the preset time period and/or the strong interference degree of the terminal under the first base station in the preset time period is higher, and the communication quality of the terminal under the base station is poorer, and at the moment, the electronic equipment can determine that the first base station is abnormal.

Optionally, 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, it is indicated that the weak coverage degree of the terminal under the first base station in the preset time period is lower, and the strong interference degree of the terminal under the base station in the preset time period is lower, and further it is indicated that the communication quality of the terminal under the base station is better, at this time, the electronic device may determine that the first base station is a normal base station.

In an alternative implementation manner, the communication quality of the terminal in a certain period may be poor, at this time, the target account corresponding to the terminal may send a network problem determination request to the electronic device based on the terminal, where the network problem determination request may include an identifier of the target account, and the electronic device may determine, based on the foregoing embodiment, a preset period of time in the certain period of time, determine whether an abnormal base station exists in the preset period of time, and determine an identifier of the abnormal base station.

Optionally, a service, for example, a target service, may be received and transmitted between the first base station and the terminal, where a coverage value of the base station in a preset time period may be used to represent a weak coverage degree of the terminal when the terminal performs the target service, and an interference value of the base station in the preset time period may be used to represent a high interference degree of the terminal when the terminal performs the target service.

The technical scheme provided by the embodiment at least has the following beneficial effects: as known from S101-S103, the electronic device may acquire MRO data of the terminal in a preset time period, and then determine, according to the MRO data, a coverage value of each base station in at least one base station in the preset time period and an interference value of each base station in the preset time period, where 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 electronic device determines that the first base station is an abnormal base station. In the embodiment of the invention, since one MRO record comprises one signal intensity, one interference intensity and the corresponding identification of the base station, the electronic equipment can accurately determine the coverage value of each base station in the preset time period and the interference value of each base station in the preset time period according to the multiple MRO records, further determine the communication quality of the terminal in the preset time period, and further determine the abnormal base station rapidly and accurately because the coverage value is used for representing the weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used for representing the strong interference degree of the terminal by each base station in the preset time period, therefore, when the weak coverage degree of the terminal by the first base station is higher and/or the strong interference degree of the terminal by the first base station is higher, the abnormal base station can be determined rapidly and accurately, and the abnormal base station determining efficiency is improved.

Referring to fig. 1, as shown in fig. 2, the above electronic device determines, according to MTO data of the terminal in a preset time period, a coverage value of each base station in at least one base station in the preset time period, and may specifically include S1021-S1023.

S1021, the electronic device determines at least one first MRO record from the plurality of MRO records.

Wherein the at least one first MRO record includes a base station identifier of the first base station.

In connection with the above description of the embodiments, the plurality of MRO records may include identities of a plurality of base stations, at which time the electronic device may determine the MRO record including the base station identity of the first base station as a first MRO record, and determine the number of the first MRO records.

Optionally, when only the base station identifier of the first base station is included in the plurality of MRO data, the number of the first MRO records is the same as the number of the plurality of MRO records.

S1022, the electronic device determines 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.

It is understood that the electronic device may determine the signal strength included in each of the first MRO records, then determine the first MRO record having a signal strength less than the signal strength threshold as the second MRO record, and determine the number of the second MRO records.

It should be appreciated that when the signal strength included in the second MRO record is less than the signal strength threshold, indicating that the signal strength of the terminal at the current time is low at the first base station, the terminal is weakly covered at the current time at the first base station.

Optionally, when the signal strength included in the first MRO record is greater than the signal strength threshold, it indicates that the signal strength of the terminal under the first base station at the current time is higher, and the terminal is not weakly covered under the first base station at the current time.

S1023, the electronic equipment determines the ratio of the second quantity to the first quantity as a coverage value of the first base station in a preset time period.

Wherein the second number is the number of the at least one second MRO record, and the first number is the number of the at least one first MRO data record.

In the embodiment of the present invention, the ratio of the second number to the first number may be understood as a weak coverage ratio of the terminal under the first base station in a preset period of time.

In an alternative implementation, the electronic device may further determine a product between the second number and the first number as a coverage value of the first base station within the preset time period.

In an implementation manner of the embodiment of the present invention, the electronic device may further determine at least one third MRO record from the at least one first MRO record, where interference strength included in the at least one third MRO record is smaller than an interference strength threshold, determine a number of the at least one third MRO record as a third number, and then determine a ratio between the third number and the first number as an interference value of the first base station in the preset time period.

It is understood that the ratio between the third number and the first number may be understood as a strong interference ratio of the terminal in the preset time period.

Referring to fig. 2, as shown in fig. 3, the method for determining an abnormal base station according to the embodiment of the present invention may further include S104.

And S104, when the ratio between the second quantity and the first quantity is larger than or equal to a first ratio threshold value, the electronic equipment determines that the coverage value of the first base station in the preset time period meets a first condition.

In the embodiment of the invention, when the ratio between the second number and the first number is greater than or equal to the first ratio threshold, it is indicated that the time when the signal strength of the terminal is lower under the first base station is more, and at this time, the electronic device may determine that the coverage value of the first base station in the preset time period meets the first condition.

Optionally, when the ratio between the second number and the first number is smaller than the first ratio threshold, the terminal is indicated to be less at the moment when the signal strength of the first base station is lower, and at this moment, the electronic device may determine that the coverage value of the first base station in the preset time period does not meet the first condition.

In an implementation manner of the embodiment of the present invention, when the ratio between the third number and the first number is greater than or equal to the second ratio threshold, it is indicated that the terminal has more times of greater interference strength under the first base station, and at this time, the electronic device may determine that the interference value of the first base station in the preset time period meets the second condition; when the ratio between the third number and the first number is smaller than the second ratio threshold, the terminal is indicated to be less at the moment when the interference intensity is larger under the first base station, and at this time, the electronic device can determine that the interference value of the first base station in the preset time period does not meet the second condition.

Alternatively, the first ratio threshold may be 30%.

Referring to fig. 1, as shown in fig. 4, the method for determining an abnormal base station according to the embodiment of the present invention may further include S105-S106.

S105, 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, the electronic equipment determines a first communication package.

The first communication package is a communication package used by the target account, and the target account is an account corresponding to the terminal.

In connection with the above description of the embodiments, it should be understood that 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, the first base station is indicated to be a normal base station, and the first base station can provide higher communication quality for the terminal under the first base station. At this time, the electronic device may determine a communication package used by the target account corresponding to the terminal, where the communication package is used to characterize a quality of service corresponding to the target account in the first base station.

Optionally, the electronic device may obtain, from order data of the target account, a package used by the target account in a preset period of time, where the order data includes an identifier of the target account, and the communication package may include a package type of the target account, for example, a 4G package, and the communication package may further include an available traffic of the target account.

S106, the electronic equipment determines to recommend the second communication package to the target account.

Wherein the second communication package has a higher priority than the first communication package.

It will be appreciated that the priority of the second communication package is used to characterize the priority of the first base station for providing better communication quality to the terminal, and that when the priority of the second communication package is higher than the priority of the first communication package, the first base station is said to give preference to providing better communication quality to the account using the second communication package.

It will be appreciated that the server may recommend a second communication package with a higher priority to the target account, and the target account may then obtain a better communication quality provided by the base station.

Alternatively, the second communication package may be a 5G communication package.

In the embodiment of the invention, 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, the first base station is a normal base station, and the electronic equipment determines a 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 under the condition that the first base station is the normal base station, so that the communication experience of the terminal can be improved.

Referring to fig. 1, as shown in fig. 5, the method for determining an abnormal base station according to the embodiment of the present invention may further include S107 to S109.

S107, the electronic equipment acquires a preset corresponding relation.

The preset corresponding relation comprises account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, and the service data corresponding to one account comprises at least one time period.

It can be understood that the terminal and the base station can receive and send services, and the service data of each time the terminal and the base station receive and send services can be understood as the service data of the account corresponding to the terminal, and the service data corresponding to one account can include the time period of each time the account receives and sends services, namely, the start time and the end time.

Optionally, the electronic device may obtain the preset correspondence from mobile network signaling record data, where the mobile network signaling record includes a time when each of the plurality of accounts interacts with the mobile network (specifically, the base station) at a time.

Optionally, the mobile network signaling record of the target account may further include S1APID of the target account, msisn of the target account, base station identification of the base station, target service accessed by the target account, and so on.

S108, the electronic equipment acquires the account identification of the target account.

The target account is an account corresponding to the terminal.

Optionally, the identifier of the target account may also be Msisdn corresponding to the terminal.

S109, the electronic equipment determines a preset time period according to the preset corresponding relation and the identification of the target account.

It may be appreciated that, because the preset correspondence includes account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, the electronic device may determine service data corresponding to the target account based on the preset correspondence and the identifiers of the target account, then determine at least one time period included in the service corresponding to the target account, and the electronic device may determine one of the at least one time period as the preset time period. And the electronic device can determine the abnormal base station included in the MRO data of the terminal in the preset time period.

Optionally, the service data of one account in one time period may further include an identifier of a base station, and the electronic device may determine, based on the identifier of the target account, the identifier of the terminal, and the identifier of the base station in the preset corresponding relationship, MRO data of the terminal in the preset time period corresponding to the target account.

In the embodiment of the invention, because the time period included in the service data corresponding to the target account is the service data of the terminal and the base station transceiving service corresponding to the target account, the electronic equipment determines the preset time period based on the preset corresponding relation and the identification of the target account, so that the time period of the terminal and the base station transceiving service can be accurately determined, and the effectiveness of determining the abnormal base station is further improved.

In an optional implementation manner, the electronic device may acquire the mobile network signaling record of the target account, the order data of the target account and the MRO data of the target account, and then match the mobile network signaling record of the target account, the order data of the target account and the MRO data of the target account according to the identifier of the target account and the kafka tool, so as to determine all the data of the terminal in the preset time period, and further determine the abnormal base station based on all the data.

The embodiment of the invention can divide the functional modules of the electronic equipment and the like according to the method example, for example, each functional module can be divided corresponding to each function, and two or more functions can be integrated in one processing module. The integrated modules may be implemented in hardware or in software functional modules. It should be noted that, in the embodiment of the present invention, the division of the modules is schematic, which is merely a logic function division, and other division manners may be implemented in actual implementation.

In the case of dividing the respective functional modules with the respective functions, fig. 6 shows a schematic diagram of one possible configuration of the abnormal base station determining apparatus involved in the above-described embodiment, as shown in fig. 6, the abnormal base station determining apparatus 10 may include: an acquisition module 101 and a determination module 102.

The obtaining module 101 is configured to obtain MRO data of a terminal in a preset time period, where the MRO data includes a plurality of MRO records, where one MRO record includes a signal strength, an interference strength, and a base station identifier of a base station, where the signal strength is a signal strength of the terminal covered by the base station, and the interference strength is an interference strength of the base station to the terminal.

A determining module 102, configured to determine, according to 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 each base station in the preset time period, where the coverage value is used to represent a weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used to represent a strong interference degree of the terminal by the base station in the preset time period.

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 a first condition and/or the interference value of the first base station in the preset time period meets a second condition, where the first base station is one of the at least one base station.

Optionally, the determining module 102 is specifically configured to determine at least one first MRO record from the plurality of MRO records, where the at least one first MRO record includes a base station identifier of the first base station.

The determining module 102 is specifically further configured to determine at least one second MRO record from the at least one first MRO record, where the signal strength included in the at least one second MRO record is less than the signal strength threshold.

The determining module 102 is specifically further configured to determine a ratio between a second number and a first number as the coverage value of the first base station in the preset time period, where the second number is the number of the at least one second MRO record, and the first number is the number of the at least one first MRO record.

Optionally, the determining module 102 is further configured to determine that the coverage value of the first base station in the preset time period meets the first condition when the ratio between the second number and the first number is greater than or equal to a first ratio threshold.

Optionally, the determining module 102 is further configured to determine, 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, a first communication package, where the first communication package is a communication package used by a target account, and the target account is an account corresponding to the terminal.

The determining module 102 is further configured to determine that a second communication package is recommended to the target account, where the second communication package has a priority higher than the first communication package.

Optionally, the obtaining module 101 is further configured to obtain a preset correspondence, where the preset correspondence includes account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, where the service data corresponding to one account includes at least one time period.

The obtaining module 101 is further configured to obtain an account identifier of a target account, where the target account is an account corresponding to the terminal.

The determining module 102 is further configured to determine the preset time period according to the preset correspondence and the account identifier of the target account.

In the case of employing an integrated unit, fig. 7 shows a schematic diagram of one possible configuration of the abnormal base station determining apparatus involved in the above-described embodiment. As shown in fig. 7, the abnormal base station determining apparatus 20 may include: a processing module 201 and a communication module 202. The processing module 201 may be configured to control and manage the operation of the abnormal base station determination apparatus 20. The communication module 202 may be used to support communication of the abnormal base station determining apparatus 20 with other entities. Alternatively, as shown in fig. 7, the abnormal base station determining apparatus 20 may further include a storage module 203 for storing program codes and data of the abnormal base station determining apparatus 20.

Wherein the processing module 201 may be a processor or a controller. The communication module 202 may be a transceiver, a transceiver circuit, a communication interface, or the like. The storage module 203 may be a memory.

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, the transceiver, and the memory may be connected through a bus. The bus may be a peripheral component interconnect standard (peripheral component interconnect, PCI) bus or an extended industry standard architecture (extended industry standard architecture, EISA) bus, or the like. The buses may be divided into address buses, data buses, control buses, etc.

It should be understood that, in various embodiments of the present invention, the sequence numbers of the foregoing processes do not mean the order of execution, and the order of execution of the processes should be determined by the functions and internal logic thereof, and should not constitute any limitation on the implementation process of the embodiments of the present invention.

Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.

It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, and are not repeated herein.

The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

In the above embodiments, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using a software program, it may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the processes or functions described in accordance with embodiments of the present invention are produced in whole or in part. The computer may be a general purpose computer, a special purpose computer, a computer network, or other programmable apparatus. The computer instructions may be stored in a computer-readable storage medium or transmitted from one computer-readable storage medium to another computer-readable storage medium, for example, the computer instructions may be transmitted from one website, computer, server, or data center to another website, computer, server, or data center by a wired (e.g., coaxial cable, fiber optic, digital subscriber terminal line (Digital Subscriber Line, DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) means. The computer readable storage medium may be any available medium that can be accessed by a computer or a data storage device including one or more servers, data centers, etc. that can be integrated with the medium. The usable medium may be a magnetic medium (e.g., a floppy Disk, a hard Disk, a magnetic tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a Solid State Disk (SSD)), or the like.

The foregoing is merely illustrative of the present invention, and the present invention is not limited thereto, and any person skilled in the art will readily recognize that variations or substitutions are within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (12)

1. An abnormal base station determining method, comprising:

obtaining mobile robustness optimization MRO data of a terminal in a preset time period, wherein the MRO data comprises a plurality of MRO records, one MRO record comprises a signal strength, an interference strength and a base station identifier of a base station, the signal strength is the signal strength of the terminal covered by the base station, and the interference strength is the interference strength of the base station to the terminal;

determining a coverage value of each base station in at least one base station in the preset time period and an interference value of each base station in the preset time period according to MRO data of the terminal in the preset time period, wherein the coverage value is used for representing weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used for representing strong interference degree of the terminal by the base station in the preset time period;

And 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, determining that the first base station is an abnormal base station, wherein the first base station is one of the at least one base station.

2. The abnormal base station determining method according to claim 1, wherein the determining the coverage value of each base station in at least one base station in the preset time period according to the MRO data of the terminal in the preset time period includes:

determining at least one first MRO record from the plurality of MRO records, wherein the at least one first MRO record comprises a base station identifier of the first base station;

determining at least one second MRO record from the at least one first MRO record, the at least one second MRO record including a signal strength less than a signal strength threshold;

and determining a ratio of a second number to a first number as a coverage value of the first base station in the preset time period, wherein the second number is the number of the at least one second MRO record, and the first number is the number of the at least one first MRO record.

3. The abnormal base station determination method according to claim 2, characterized in that the method further comprises:

and when the ratio between the second quantity and the first quantity is larger than or equal to a first ratio threshold value, determining that the coverage value of the first base station in the preset time period meets the first condition.

4. The abnormal base station determination method according to claim 1, characterized in that the method further comprises:

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 an account corresponding to the terminal;

determining to recommend a second communication package to the target account, the second communication package having a higher priority than the first communication package.

5. The abnormal base station determination method according to any one of claims 1 to 4, characterized in that the method further comprises:

acquiring a preset corresponding relation, wherein the preset corresponding relation comprises account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, and the service data corresponding to one account comprises at least one time period;

Acquiring an account identifier of a target account, wherein the target account is an account corresponding to the terminal;

and determining the preset time period according to the preset corresponding relation and the account identification of the target account.

6. An abnormal base station determining apparatus, comprising: an acquisition module and a determination module;

the acquisition module is used for acquiring Mobile Robustness Optimization (MRO) data of a terminal in a preset time period, wherein the MRO data comprises a plurality of MRO records, one MRO record comprises signal strength, interference strength and a base station identifier of a base station, the signal strength is the signal strength of the terminal covered by the base station, and the interference strength is the interference strength of the base station to the terminal;

the determining module is configured to determine, according to 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 each base station in the preset time period, where the coverage value is used to represent a weak coverage degree of the terminal by each base station in the preset time period, and the interference value is used to represent a strong interference degree of the terminal by the base station in the preset time period;

The determining module 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 a first condition and/or the interference value of the first base station in the preset time period meets a second condition, where the first base station is one of the at least one base station.

7. The abnormal base station determination apparatus according to claim 6, wherein,

the determining module is specifically configured to determine at least one first MRO record from the plurality of MRO records, where the at least one first MRO record includes a base station identifier of the first base station;

the determining module is specifically further configured to determine at least one second MRO record from the at least one first MRO record, where signal strength included in the at least one second MRO record is less than a signal strength threshold;

the determining module is specifically further configured to determine a ratio between a second number and a first number as a coverage value of the first base station in the preset time period, where the second number is the number of the at least one second MRO record, and the first number is the number of the at least one first MRO record.

8. The abnormal base station determination apparatus according to claim 7, wherein,

the determining module is further configured to determine that a coverage value of the first base station in the preset time period meets the first condition when a ratio between the second number and the first number is greater than or equal to a first ratio threshold.

9. The abnormal base station determination apparatus according to claim 6, 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 meet the first condition and the interference value of the first base station in the preset time period does not meet the second condition, where the first communication package is a communication package used by a target account, and the target account is an account corresponding to the terminal;

the determining module is further configured to determine that a second communication package is recommended to the target account, where the second communication package has a priority higher than that of the first communication package.

10. The abnormal base station determination apparatus according to any one of claims 6 to 9, wherein,

the acquiring module is further configured to acquire a preset corresponding relationship, where the preset corresponding relationship includes account identifiers of a plurality of accounts and service data corresponding to each account in the plurality of accounts, where the service data corresponding to one account includes at least one time period;

The acquisition module is further used for acquiring an account identifier of a target account, wherein the target account is an account corresponding to the terminal;

the determining module is further configured to determine the preset time period according to the preset corresponding relationship and the account identifier of the target account.

11. An electronic device, the electronic device comprising:

a processor;

a memory configured to store the processor-executable instructions;

wherein the processor is configured to execute the instructions to implement the abnormal base station determination method of any of claims 1-5.

12. A computer readable storage medium having instructions stored thereon, which, when executed by an electronic device, cause the electronic device to perform the abnormal base station determination method of any of claims 1-5.

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