CN108235367B - Wireless fidelity WiFi equipment identification method and device - Google Patents
Wireless fidelity WiFi equipment identification method and device Download PDFInfo
- Publication number
- CN108235367B CN108235367B CN201611161644.4A CN201611161644A CN108235367B CN 108235367 B CN108235367 B CN 108235367B CN 201611161644 A CN201611161644 A CN 201611161644A CN 108235367 B CN108235367 B CN 108235367B
- Authority
- CN
- China
- Prior art keywords
- wifi
- reported
- user terminal
- equipment
- mobile
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/10—Scheduling measurement reports ; Arrangements for measurement reports
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
Abstract
The invention discloses a WiFi equipment identification method and device, and belongs to the technical field of wireless communication. The method comprises the following steps: receiving wireless network information reported by a user terminal every other first preset time; detecting whether the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice are the same; if the two reported wireless network information are the same, determining the distance between a first reporting position and a second reporting position of the user terminal in the wireless network information reported twice; detecting whether the distance is greater than a first predetermined threshold; and when the distance is greater than a first preset threshold value, determining that the WiFi device is a mobile WiFi device. The invention solves the problem that the mobile WiFi equipment cannot be identified in the prior art, and achieves the effect of identifying whether the WiFi equipment is the mobile WiFi equipment according to the wireless network information reported by the user terminal.
Description
Technical Field
The embodiment of the invention relates to the technical field of wireless communication, in particular to a wireless fidelity WiFi equipment identification method and device.
Background
WiFi (Wireless-Fidelity) is a technology for connecting a user terminal to a Wireless network.
With the development of WiFi technology, except for fixed indoor wireless Access Points (APs). In some mobile scenarios, wireless APs are provided whose deployment location can be dynamically changed. The mobile scene comprises: the method comprises the following steps of setting a scene that a user takes a high-speed train, a scene that the user takes a bus, a scene that the user rents a portable WiFi during business trip or travel, and a scene that the user terminal is used for starting WiFi hotspot sharing. We refer to deploying a wireless AP whose position is mobile as a mobile WiFi device, and most of the mobile WiFi devices adopt the same technical principle: the mobile WiFi device accesses the internet through a mobile communication network, such as a 3G (3rd-Generation, third Generation mobile communication technology) or a 4G (4th-Generation, fourth Generation mobile communication technology) network, the user terminal connects to the mobile WiFi device using a WiFi signal, the mobile WiFi device converts the mobile communication signal from the internet into a WiFi signal and transmits the WiFi signal to the user terminal, and converts the WiFi signal from the user terminal into a mobile communication signal and transmits the mobile communication signal to the internet.
In the above-described technology, when the user terminal communicates with a server located in the internet, the server cannot identify whether the WiFi device to which the user terminal is connected is a fixed WiFi device or a mobile WiFi device.
Disclosure of Invention
In order to solve the problem that mobile WiFi equipment cannot be identified in the prior art, the embodiment of the invention provides a wireless fidelity WiFi equipment identification method and device. The technical scheme is as follows:
in a first aspect, a method for identifying a WiFi device is provided, where the method includes:
receiving wireless network information reported by a user terminal every a first preset time, wherein the wireless network information comprises: the user identification of the user terminal, the equipment identification of the WiFi equipment and the reporting position;
detecting whether the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice in the adjacent time are the same;
if the two reported positions are the same, determining the distance between the first reported position and the second reported position of the user terminal in the wireless network information reported twice;
detecting whether the distance is greater than a first predetermined threshold; when the distance is larger than the first preset threshold value, the WiFi equipment is determined to be mobile WiFi equipment.
In a second aspect, an apparatus for identifying WiFi devices is provided, the apparatus comprising:
a receiving module, configured to receive wireless network information reported by a user terminal every other first preset duration, where the wireless network information includes: the user identification of the user terminal, the equipment identification of the WiFi equipment and the reporting position;
the first detection module is configured to detect whether the device identifiers of the WiFi devices in the wireless network information reported by the user terminal in two adjacent times, which are received by the receiving module, are the same;
a determining module, configured to determine, if the detection results of the first detection modules are the same, a distance between a first reporting position and a second reporting position in the wireless network information reported by the user terminal in two adjacent times;
a second detection module for detecting whether the distance determined by the determination module is greater than a first predetermined threshold; when the distance is larger than the first preset threshold value, the WiFi equipment is determined to be mobile WiFi equipment.
The technical scheme provided by the embodiment of the invention has the following beneficial effects:
calculating the distance between a first reporting position and a second reporting position in wireless network information which has the same equipment identification and is reported twice in two adjacent times by receiving the wireless network information which is reported by a user terminal every other first preset time and contains the user identification of the user terminal, the equipment identification of WiFi equipment and the reporting position, and if the distance is greater than a first preset threshold value, determining that the WiFi equipment is mobile WiFi equipment; because the signal coverage range of the WiFi equipment is limited, if the user terminal still accesses the same WiFi equipment after the moving distance exceeds the signal coverage range of the WiFi equipment, the WiFi equipment is indicated to be mobile WiFi equipment, and therefore the mobile WiFi equipment can be identified.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of a WiFi device identification system provided in an embodiment of the present invention;
fig. 2 is a flowchart of a method for identifying WiFi devices provided in one embodiment of the present invention;
fig. 3A is a flowchart of a method for identifying WiFi devices provided in another embodiment of the present invention;
fig. 3B is a flowchart of a method for identifying WiFi devices provided in yet another embodiment of the present invention;
fig. 4 is a block diagram illustrating an exemplary configuration of an apparatus for identifying WiFi devices provided in an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a server provided in one embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail with reference to the accompanying drawings.
Fig. 1 is a schematic structural diagram of a WiFi device identification system provided in an embodiment of the present invention, where the system includes: a WiFi device 110, at least one user terminal 120, and a server 130.
The WiFi device 110 is a wireless access point device such as a router with WiFi capability. Alternatively, when the user terminal 120 is used to turn on WiFi hotspot sharing, the user terminal 120 is used as a router.
The user terminal 120 is an electronic device having WiFi network access capability, and the user terminal 120 can connect to a wireless network provided by the WiFi device 110 through WiFi. Optionally, the user terminal 120 includes: smart phones, tablet computers, smart televisions, laptop portable computers, and the like.
The server 130 is a platform providing internet network services. The server 130 is provided with data analysis capabilities. The server 130 may be one server or a server cluster composed of a plurality of servers, and data between the servers in the server cluster may be shared, or may be a cloud computing service center. The embodiment of the present invention does not limit the physical implementation manner of the server 130.
The user terminal 120 is connected to the WiFi device 110 through a WiFi network, and the WiFi device 110 is connected to the server 130 through a mobile communication network or the WiFi network.
Fig. 2 is a flowchart of a method for identifying a WiFi device provided in an embodiment of the present invention, and the method for identifying a WiFi device is illustrated as being applied to the server 130 shown in fig. 1. As shown in fig. 2, the identification method of the WiFi device includes:
In practical application, the first preset time duration is a time duration calculated by combining an empirical value and an actual situation. Optionally, the first threshold is less than or equal to the first preset time period and less than or equal to the second threshold, where the first threshold is the wireless coverage distance of the WiFi device/the walking speed of the user, for example, if the wireless coverage distance of the WiFi device is 200 meters and the walking speed of the user is 50 meters, the first threshold is 4 minutes; the second threshold is n × wireless coverage distance of the WiFi device/walking speed of the user, for example, the wireless coverage distance of the WiFi device is 200 meters, n is 5, and the walking speed of the user is 50 meters, then the second threshold is 20 minutes. Illustratively, the first predetermined period of time is 15 minutes.
The wireless network information includes: the user identification of the user terminal, the equipment identification of the WiFi equipment and the reporting position.
The user identifier of the user terminal is used for uniquely identifying the user identity, and optionally, the user identifier is an identity card number of the user or a user account number of an application installed on the user terminal. In one possible implementation, the user identification is a user account of an application corresponding to the server 130. Such as: if the server 130 is a server of a browser, the user identifier is a user account registered when using the browser; if the server 130 is a server of a social application, the user identification is the user's social account.
The device identifier of the WiFi device includes a Media Access Control (MAC) address of the WiFi device accessed by the user terminal, such as a MAC address of the wireless router.
The reported position is a position of the user terminal when reporting the wireless network information, and optionally, the reported position is obtained by Positioning by a Global Positioning System (GPS), and may be represented by longitude and latitude data.
Whether the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice are the same or not is detected, so that whether the user terminal accesses the same WiFi device at different moments or not is determined.
If the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice are the same, it is indicated that the user accesses the same WiFi device.
And calculating the distance between the first reporting position and the second reporting position in the wireless network information reported twice, so as to determine the moving distance of the user terminal.
Because the signal coverage of the WiFi device is limited, if the distance that the user terminal moves exceeds the signal coverage of the WiFi device, but the user terminal can still access the WiFi device, it indicates that the WiFi device is moving, and therefore, detecting whether the distance that the user terminal moves is greater than the first predetermined threshold value can determine whether the WiFi device that the user terminal accesses is a WiFi device whose deployment position is movable, that is, a mobile WiFi device.
The first predetermined threshold is determined empirically and in practical applications should be greater than the wireless coverage distance of the WiFi device.
In summary, in the identification method of the WiFi device provided in the embodiment of the present invention, by receiving the wireless network information, which includes the user identifier of the user terminal, the device identifier of the WiFi device, and the reporting position, reported by the user terminal every first preset time, a distance between a first reporting position and a second reporting position in the wireless network information reported by two adjacent user terminals with the same device identifier is calculated, and if the distance is greater than a first predetermined threshold, the WiFi device is determined to be a mobile WiFi device; because the signal coverage range of the WiFi equipment is limited, if the user terminal still accesses the same WiFi equipment after the moving distance exceeds the signal coverage range of the WiFi equipment, the WiFi equipment is indicated to be mobile WiFi equipment, and therefore the mobile WiFi equipment can be identified.
After the WiFi device is identified as a mobile WiFi device, whether the mobile WiFi device is a regular mobile WiFi device may be further analyzed according to the wireless network data, and even a specific type of the mobile WiFi device may be identified, so as to provide more services for the user terminal accessing the mobile WiFi device according to the type of the mobile WiFi device, please refer to the description in fig. 3A.
Fig. 3A is a flowchart of a method for identifying a WiFi device provided in another embodiment of the present invention, and the method for identifying a WiFi device is illustrated as being applied to the server 130 shown in fig. 1. As shown in fig. 3A, the identification method of the WiFi device includes:
The wireless network information includes: the user identification of the user terminal, the equipment identification of the WiFi equipment, the reporting position and the reporting time.
The user identifier of the user terminal is used to uniquely identify the user identity, and optionally, the user identifier is an identity card number of the user or a user account number of an application program logged in the user terminal. In one possible implementation, the user identification is a user account of an application corresponding to the server 130. Such as: if the server 130 is a server of a browser, the user identifier is a user account registered when using the browser; if the server 130 is a server of a social-type application, the user identification is a social account that the user registered when using social software.
The device identification of the WiFi device includes: the MAC address of the WiFi device, such as the MAC address of the wireless router. The user terminal can acquire the device identifier of the WiFi device when accessing the WiFi device, and then actively report the acquired device identifier of the WiFi device to the server 130.
The reporting position is a position of the user terminal when reporting the wireless network information, and optionally, the reporting position is obtained by positioning by a GPS and can be represented by longitude and latitude data.
The reporting time is the time corresponding to the wireless network information reporting of the user terminal, and can be represented by adopting a predetermined format of year, month, day, hour, minute and second, such as 2016-11-20-20-07-22, and the wireless network information is reported in 2016, 11, month, 20, day, 20, hour, 07 minute and 22 seconds.
For example, assume that the first preset time period is 15 minutes. In the wireless network information reported by the user terminal twice, the wireless network information reported for the first time is as follows: a, a device identifier 00:10:12:11:00:01, a location (longitude: 100, latitude: 100), and a time 2016-11-20-20-00-00; the wireless network information reported by the user terminal for the second time is as follows: user id a, device id 00:10:12:11:00:01, location (longitude: 100, latitude: 101), time 2016-11-20-20-15-00.
Whether the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice are the same or not is detected, so that whether the user terminal accesses the same WiFi device at different moments or not is determined.
If the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice are the same, it is indicated that the user accesses the same WiFi device.
And calculating the distance between the first reporting position and the second reporting position in the wireless network information reported twice, so as to determine the moving distance of the user terminal.
The distance between the first reporting location and the second reporting location may be calculated by a longitude and latitude-based calculation method, and this embodiment does not limit a specific implementation method for calculating the distance between the two reporting locations.
As another branch of step 303, if the device identifiers of the WiFi devices in the wireless network information reported by the user terminal at two adjacent times are different, it indicates that the user terminal accesses different WiFi devices at different times.
Optionally, when determining the distance between the first reporting position and the second reporting position in the wireless network information reported by the user terminal twice, the server calculates the distance from the first reporting position to the second reporting position according to the navigation map.
Since the user terminal does not necessarily move linearly when moving, the distance directly calculated according to the first reporting position and the second reporting position may be smaller than the actual moving distance of the user terminal, and therefore the actual distance from the first reporting position to the second reporting position can be calculated according to the navigation map.
And when the distance between the first reporting position and the second reporting position is greater than a first preset threshold value, the fact that the moving distance of the user terminal exceeds the wireless coverage distance of the WiFi equipment is indicated, and the fact that the WiFi equipment is mobile WiFi equipment is indicated.
Optionally, when it is determined that the WiFi device is a mobile WiFi device, the server stores the device identifier of the WiFi device and the identification result in a corresponding manner. Such as: the device identification is 00:10:12:11:00:01, and is yes for the mobile WiFi device.
As another branch of step 305, when the distance is less than the first predetermined threshold, then the WiFi device may be a fixed location WiFi device.
In order to identify whether the mobile WiFi device is a regular mobile WiFi device, the server 130 needs to perform further analysis on the received wireless network information, please refer to the description of step 308 and step 309.
And step 306, screening the wireless network information received within the second preset time length, and screening out the wireless network information with the equipment identifier.
The second preset duration is greater than the first preset duration. The second predetermined period is typically selected for a longer period of time, such as a month.
The screening of the wireless network information with the device identifier is to screen the wireless network information which is reported by the user equipment within a second preset time and is related to the same WiFi device.
A regular mobile WiFi device is a WiFi device whose mobile location is regular in the time dimension.
And in a longer time period, the user terminal accessed to the WiFi equipment with the equipment identification reports a plurality of groups of wireless network information, and whether the movement of the mobile WiFi equipment is regular or not is identified according to the time dimension and the space dimension.
Alternatively, step 307 may be replaced with the step shown in FIG. 3B:
Optionally, the same reporting position means that the reporting positions reported multiple times are in the same region range, for example, all in Shenzhen city.
Optionally, the server counts the reported times of the same reporting position within a predetermined time period.
For example, in one month, the statistical result of the wireless network information with the device identifier reported by the server to the user terminal is shown in table 1:
TABLE 1
| Time period | Range of positions | Number of times of being reported |
| 6:00-7:00 | Near Shenzhen station | 1000 |
| 7:00-8:00 | Dongguan tea | 800 |
Alternatively, the second predetermined threshold is set based on empirical values. Such as setting the second predetermined threshold to 500.
When the reported times are greater than a second predetermined threshold, it indicates that the mobile WiFi device appears in the same position for a greater number of times in a fixed time period, and the mobile WiFi device is a regular mobile WiFi device.
And when the mobile WiFi equipment is determined to be regular mobile WiFi equipment, the server correspondingly stores the equipment identification of the mobile WiFi equipment and the identification result. Such as: the device identification is 00:10:12:11:00:01, and is for a regular mobile WiFi device.
After the mobile WiFi equipment is determined to be regular mobile WiFi equipment, the specific type of the regular mobile WiFi equipment can be further determined according to the reported position of the regularity, for example, the specific type can be traffic type mobile WiFi equipment arranged on a high-speed train or a bus, or the specific type can be personal type mobile WiFi equipment shared by personal WiFi and WiFi hotspots. Please refer to steps 310 to 312.
And 308, matching the traffic route map with the regular reporting positions with the reporting times reaching a second preset threshold value.
If the user terminal accessing the WiFi device appears at the same position in a high frequency within a predetermined time period, the mobile WiFi device may be set on a high-speed train or a bus, and in order to more accurately determine whether the mobile WiFi device is a traffic mobile WiFi device, a traffic route map may be matched with a regularly reported position.
And 309, if a traffic route map is successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is traffic mobile WiFi equipment.
And step 310, if a traffic route map is not successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is the portable mobile WiFi equipment.
If the regularly reported position is not successfully matched with the traffic route map, the vehicle route map is probably a portable mobile WiFi device.
Movement of the personal WiFi device, while regular, will not match the vehicle roadmap. Such as: the moving law of the portable WiFi rented in tourist attractions is the appearance of high frequency in scenic areas.
After the type of the mobile WiFi device is determined, corresponding services may be provided to the user terminal accessing the mobile WiFi device according to the determined type of the mobile WiFi device, please refer to step 313.
And 311, sending recommendation information to the user terminal accessed to the mobile WiFi equipment according to the determined type of the mobile WiFi equipment.
Optionally, when the type of the mobile WiFi device is a traffic type mobile WiFi device, the recommendation information related to the destination is sent to the user terminal.
When the type of the mobile WiFi equipment is traffic type mobile WiFi equipment, the traffic route to which the mobile WiFi equipment belongs can be determined according to the regularly reported positions. For example, if the mobile WiFi device is a mobile WiFi device on a high-speed train, relevant information about a corresponding site, such as accommodation information, travel strategies, and the like, is recommended to the user terminal in a corresponding time period according to the characteristic that the high-speed train appears in a predetermined place within a predetermined time period.
Optionally, when the type of the mobile WiFi device is a personal mobile WiFi device, if the mobile WiFi device is often present in a fixed attraction, the introduction content related to the attraction may be sent to the user terminal accessing the mobile WiFi device.
Optionally, after determining that the WiFi device is a mobile WiFi device, the server sends an identification result that the WiFi device is the mobile WiFi device to the user terminal accessing the WiFi device, and in order to avoid network jitter, the user terminal may use a background pre-caching technology for some services. Such as: a novel service, in a normal scene, a background loads the content of the next chapter in advance; but in a mobile scenario, in case the network is available, as much resources as possible are cached, such as preloading the content of the next three chapters.
It should be noted that, before detecting whether the distance between the first reporting position and the second reporting position is greater than the first predetermined threshold, the first predetermined threshold needs to be set. Alternatively, the setting of the first predetermined threshold may be implemented by:
and S1, inquiring the wireless coverage distance of the WiFi equipment according to the equipment identification of the WiFi equipment.
The wireless coverage of different WiFi devices may be different, such as: some WiFi devices have a wireless coverage of 200 meters, and some WiFi devices have a wireless coverage of 300 meters. The model corresponding to the WiFi equipment can be inquired according to the equipment identification of the WiFi equipment, so that the wireless coverage of the WiFi equipment is known.
S2, setting a first predetermined threshold according to the wireless coverage distance.
The first predetermined threshold is greater than or equal to the wireless coverage distance.
If the distance moved by the user terminal exceeds the WiFi coverage distance, but the user terminal can still access the same WiFi device, it indicates that the WiFi device is movable, so the first predetermined threshold is set to be greater than the wireless coverage distance.
Through the steps, the server can realize dynamic control on the first preset threshold value according to the wireless coverage distances of WiFi equipment of different models.
Optionally, the first predetermined threshold is dynamically controlled by a technician or by a server. The value of the first predetermined threshold is not limited to be controlled only according to the wireless coverage distance.
In summary, in the identification method of the WiFi device provided in the embodiment of the present invention, by receiving the wireless network information, which includes the user identifier of the user terminal, the device identifier of the WiFi device, and the reporting position, reported by the user terminal every first preset time, a distance between a first reporting position and a second reporting position in the wireless network information reported by two adjacent user terminals with the same device identifier is calculated, and if the distance is greater than a first predetermined threshold, the WiFi device is determined to be a mobile WiFi device; because the signal coverage range of the WiFi equipment is limited, if the user terminal still accesses the same WiFi equipment after the moving distance exceeds the signal coverage range of the WiFi equipment, the WiFi equipment is indicated to be mobile WiFi equipment, and therefore the mobile WiFi equipment can be identified.
In addition, whether the mobile WiFi equipment is regular mobile WiFi equipment or not is determined by screening out wireless network information received within a second preset time length and counting according to the reporting time and the reporting position in the wireless network information with the equipment identification of the mobile WiFi equipment.
In addition, the reported times of the same reporting position are counted, when the reported times are greater than a second preset threshold value, the mobile WiFi device is determined to be a regular mobile WiFi device, and the mobile WiFi appearing at the same position for multiple times can be determined to be the regular mobile WiFi device.
In addition, the traffic route map and the regularly reported positions are matched, the mobile WiFi equipment which is successfully matched is determined as traffic mobile WiFi equipment, and the mobile WiFi equipment which is not successfully matched is determined as portable mobile WiFi equipment, so that different mobile WiFi equipment can be classified.
In addition, the server can provide personalized service for the user terminal by sending the recommendation information to the user terminal accessed with the determined mobile WiFi equipment, so that the user can acquire the information related to the moving route of the mobile WiFi equipment.
In addition, when the mobile WiFi equipment is traffic mobile WiFi equipment, recommendation information related to the destination is sent to the user terminal, so that the user can obtain personalized and customized services.
In addition, the wireless coverage range of the WiFi equipment is inquired through the equipment identification of the WiFi equipment, so that the server can combine the wireless coverage range of the WiFi equipment when the first preset threshold value is set, and the dynamic control of the first preset threshold value is realized.
In addition, the distance from the first reporting position to the second reporting position is calculated according to the navigation map, so that the calculated distance is the actual moving distance of the user terminal, and the recognition error caused by the fact that the first reporting position and the second reporting position are closely spaced is avoided.
Fig. 4 is a block diagram illustrating an identification apparatus of a WiFi device according to an embodiment of the present invention, which is applied to the server 130 shown in fig. 1. As shown in fig. 4, the identifying apparatus of the WiFi device includes: a receiving module 410, a first detecting module 420, a determining module 430, and a second detecting module 440.
A receiving module 410, configured to implement the foregoing step 201, step 301, and any other implicit or public receiving-related functions.
A first detection module 420, configured to implement the above step 202, step 302, and any other implicit or disclosed detection related functions.
A determination module 430 for implementing the above-mentioned step 203, step 303, and any other implicit or disclosed determination-related functions.
A second detection module 440, configured to implement the above-mentioned steps 204, 205, 304, 305, S1, S2, and any other implicit or disclosed detection-related functions.
Optionally, the apparatus further comprises: the device comprises a screening module, a counting module and a sending module.
A screening module for implementing the above step 306 and any other implicit or disclosed screening related functions.
A statistics module for implementing the above step 307 and any other implicit or public statistics related functions.
A sending module, configured to implement the foregoing step 311 and any other implicit or public sending-related functions.
Optionally, the statistical module includes: the device comprises a statistic unit, a detection unit and a determination unit.
A statistical unit for implementing the above step 307a and any other implicit or disclosed statistical related functions.
A detection unit for implementing the above step 307b and any other implicit or disclosed detection related functions.
A determination unit, configured to implement the above-mentioned step 307c, step 308, step 309, step 310, and any other implicit or disclosed determination-related functions.
Optionally, the sending module is further configured to implement the function of sending the recommendation information related to the destination to the user terminal when the type of the mobile WiFi device is a traffic type mobile WiFi device.
Optionally, the determining module 430 is further configured to implement the function of calculating the distance from the first reporting position to the second reporting position according to the navigation map.
In summary, the identification apparatus for WiFi devices provided in the embodiments of the present invention calculates, by receiving the wireless network information, which includes the user identifier of the user terminal, the device identifier of the WiFi device, and the reporting position, reported by the user terminal every first preset time, a distance between a first reporting position and a second reporting position in the wireless network information reported by two adjacent user terminals with the same device identifier, and if the distance is greater than a first predetermined threshold, determines that the WiFi device is a mobile WiFi device; because the signal coverage range of the WiFi equipment is limited, if the user terminal still accesses the same WiFi equipment after the moving distance exceeds the signal coverage range of the WiFi equipment, the WiFi equipment is indicated to be mobile WiFi equipment, and therefore the mobile WiFi equipment can be identified.
It should be noted that: in the above embodiment, when the identification apparatus for a WiFi device identifies a WiFi device, only the division of the functional modules is illustrated, and in practical applications, the function distribution may be completed by different functional modules according to needs, that is, the internal structure of the server is divided into different functional modules to complete all or part of the functions described above. In addition, the identification apparatus of the WiFi device provided in the foregoing embodiment and the identification method embodiment of the WiFi device belong to the same concept, and specific implementation processes thereof are detailed in the method embodiment and are not described herein again.
Fig. 5 is a schematic structural diagram of a server provided in one embodiment of the present invention. The server may be the server 130 shown in fig. 1. Specifically, the method comprises the following steps: the server 500 includes a Central Processing Unit (CPU)501, a system memory 504 including a Random Access Memory (RAM)502 and a Read Only Memory (ROM)503, and a system bus 505 connecting the system memory 504 and the central processing unit 501. The server 500 also includes a basic input/output system (I/O system) 506, which facilitates information transfer between devices within the computer, and a mass storage device 507, which stores an operating system 513, application programs 514, and other program modules 515.
The basic input/output system 506 comprises a display 508 for displaying information and an input device 509, such as a mouse, keyboard, etc., for user input of information. Wherein the display 508 and the input device 509 are connected to the central processing unit 501 through an input/output controller 510 connected to the system bus 505. The basic input/output system 506 may also include an input/output controller 510 for receiving and processing input from a number of other devices, such as a keyboard, mouse, or electronic stylus. Similarly, an input/output controller 510 also provides output to a display screen, a printer, or other type of output device.
The mass storage device 507 is connected to the central processing unit 501 through a mass storage controller (not shown) connected to the system bus 505. The mass storage device 507 and its associated computer-readable media provide non-volatile storage for the server 500. That is, the mass storage device 507 may include a computer-readable medium (not shown) such as a hard disk or CD-ROM drive.
Without loss of generality, the computer-readable media may comprise computer storage media and communication media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes RAM, ROM, EPROM, EEPROM, flash memory or other solid state memory technology, CD-ROM, DVD, or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices. Of course, those skilled in the art will appreciate that the computer storage media is not limited to the foregoing. The system memory 504 and mass storage device 507 described above may be collectively referred to as memory.
The server 500 may also operate as a remote computer connected to a network via a network, such as the internet, in accordance with various embodiments of the present invention. That is, the server 500 may be connected to the network 512 through the network interface unit 511 connected to the system bus 505, or may be connected to other types of networks or remote computer systems (not shown) using the network interface unit 511.
An embodiment of the present invention further provides a computer-readable storage medium, where the computer-readable storage medium may be a computer-readable storage medium contained in the memory in the foregoing embodiment; or it may be a separate computer-readable storage medium not incorporated in the terminal. The computer-readable storage medium stores one or more programs, which are used by one or more processors to perform the above-described WiFi device identification method.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.
Claims (12)
1. A method for identifying a wireless fidelity (WiFi) device, the method comprising:
receiving wireless network information reported by a user terminal every a first preset time, wherein the wireless network information comprises: the user identification of the user terminal, the equipment identification of the WiFi equipment, the reporting position and the reporting time;
detecting whether the device identifications of the WiFi devices in the wireless network information reported by the user terminal twice in the adjacent time are the same;
if the two reported positions are the same, determining the distance between the first reported position and the second reported position of the user terminal in the wireless network information reported twice;
detecting whether the distance is greater than a first predetermined threshold; when the distance is larger than the first preset threshold value, determining that the WiFi equipment is mobile WiFi equipment;
screening the wireless network information received within a second preset time length to screen out the wireless network information with the equipment identifier;
counting the reported times of the same reporting position for the wireless network information with the equipment identifier;
detecting whether the reported times are greater than a second preset threshold value;
if the reported times are greater than the second preset threshold value, determining that the mobile WiFi equipment is regular mobile WiFi equipment;
matching a vehicle route map with the regular reporting positions of which the reported times reach the second preset threshold value;
if the traffic route map is successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is traffic mobile WiFi equipment;
if the traffic route map is not successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is the personal mobile WiFi equipment;
the second preset duration is longer than the first preset duration, and the regular mobile WiFi equipment is WiFi equipment with mobile positions having regularity in time dimension and space dimension.
2. The method of claim 1, wherein after determining that the WiFi device is a mobile WiFi device, the method further comprises:
and sending recommendation information to the user terminal accessed to the mobile WiFi equipment according to the determined type of the mobile WiFi equipment.
3. The method according to claim 2, wherein the sending recommendation information to the user terminal accessing the mobile WiFi device according to the determined type of the mobile WiFi device comprises:
and when the type of the mobile WiFi equipment is traffic mobile WiFi equipment, sending recommendation information related to a destination to the user terminal.
4. The method of claim 1, wherein prior to said detecting whether said distance is greater than a first predetermined threshold, further comprising:
inquiring the wireless coverage distance of the WiFi equipment according to the equipment identification of the WiFi equipment;
setting the first predetermined threshold according to the wireless coverage distance, wherein the first predetermined threshold is greater than or equal to the wireless coverage distance.
5. The method of claim 1, wherein the determining the distance between the first reporting position and the second reporting position of the ue in the wireless network information reported in two adjacent times comprises:
and calculating the distance from the first reporting position to the second reporting position according to the navigation map.
6. An apparatus for identifying a WiFi device, the apparatus comprising:
a receiving module, configured to receive wireless network information reported by a user terminal every other first preset duration, where the wireless network information includes: the user identification of the user terminal, the equipment identification of the WiFi equipment, the reporting position and the reporting time;
the first detection module is configured to detect whether the device identifiers of the WiFi devices in the wireless network information reported by the user terminal in two adjacent times, which are received by the receiving module, are the same;
a determining module, configured to determine, if the detection results of the first detection modules are the same, a distance between a first reporting position and a second reporting position in the wireless network information reported by the user terminal in two adjacent times;
a second detection module for detecting whether the distance determined by the determination module is greater than a first predetermined threshold; when the distance is larger than the first preset threshold value, determining that the WiFi equipment is mobile WiFi equipment;
the screening module is used for screening the wireless network information received within a second preset time length to screen out the wireless network information with the equipment identifier;
a counting unit, configured to count reported times of the same reporting position for the wireless network information with the device identifier;
the detection unit is used for detecting whether the reported times counted by the counting unit is greater than a second preset threshold value or not;
a determining unit, configured to determine that the mobile WiFi device is a regular mobile WiFi device if the detecting unit detects that the reported number of times is greater than the second predetermined threshold;
the determining unit is further configured to match a vehicle route map with the regularly reported positions where the reported times reach the second predetermined threshold; if the traffic route map is successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is traffic mobile WiFi equipment; if the traffic route map is not successfully matched with the regularly reported position, determining that the regular mobile WiFi equipment is the personal mobile WiFi equipment;
the second preset duration is longer than the first preset duration, and the regular mobile WiFi equipment is WiFi equipment with mobile positions having regularity in time dimension and space dimension.
7. The apparatus of claim 6, further comprising:
and the sending module is used for sending recommendation information to the user terminal accessed to the mobile WiFi equipment according to the determined type of the mobile WiFi equipment.
8. The apparatus of claim 7, wherein the sending module is further configured to send recommendation information related to a destination to the user terminal when the type of the mobile WiFi device is a traffic type mobile WiFi device.
9. The apparatus of claim 7, wherein the second detection module is further configured to query a wireless coverage distance of the WiFi device according to a device identifier of the WiFi device; setting the first predetermined threshold according to the wireless coverage distance, wherein the first predetermined threshold is greater than or equal to the wireless coverage distance.
10. The apparatus of claim 7, wherein the determining module is further configured to calculate a distance from the first reported location to the second reported location according to a navigation map.
11. A server, characterized in that it comprises a central processing unit and a memory in which at least one instruction, at least one program, a set of codes or a set of instructions is stored, which is loaded and executed by the central processing unit to implement the method of identification of a WiFi device according to any one of claims 1 to 5.
12. A computer-readable storage medium storing one or more programs which are executed by one or more processors to implement the method for identifying a WiFi device as claimed in any one of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611161644.4A CN108235367B (en) | 2016-12-15 | 2016-12-15 | Wireless fidelity WiFi equipment identification method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611161644.4A CN108235367B (en) | 2016-12-15 | 2016-12-15 | Wireless fidelity WiFi equipment identification method and device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN108235367A CN108235367A (en) | 2018-06-29 |
| CN108235367B true CN108235367B (en) | 2020-06-30 |
Family
ID=62651481
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201611161644.4A Active CN108235367B (en) | 2016-12-15 | 2016-12-15 | Wireless fidelity WiFi equipment identification method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108235367B (en) |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102984649A (en) * | 2012-11-11 | 2013-03-20 | 周良文 | Mobile wireless fidelity (WiFi) network advertising information release system |
| CN103081544A (en) * | 2010-07-09 | 2013-05-01 | Sk电信有限公司 | Positioning device of mobile communication terminal, method for constructing wireless lan information of device, positioning server of mobile communication terminal, and method for driving server |
| CN103826203A (en) * | 2014-03-10 | 2014-05-28 | 北京百度网讯科技有限公司 | Method and device for predicating bus transit |
| CN103874015A (en) * | 2012-12-18 | 2014-06-18 | 北京百度网讯科技有限公司 | Method and device for identifying Wi-Fi migration |
| CN104509184A (en) * | 2012-07-31 | 2015-04-08 | 高通股份有限公司 | Mobile access point detection |
| CN104955028A (en) * | 2015-06-23 | 2015-09-30 | 北京奇虎科技有限公司 | Method, device and sensor for identifying phishing WIFI (wireless fidelity) |
| CN105900501A (en) * | 2013-01-22 | 2016-08-24 | 苹果公司 | Detecting mobile access points |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060025154A1 (en) * | 2004-07-28 | 2006-02-02 | Meshnetworks, Inc. | System and method for locating persons or assets using centralized computing of node location and displaying the node locations |
| US9253605B2 (en) * | 2010-03-24 | 2016-02-02 | Skyhook Wireless, Inc. | System and method for resolving multiple location estimate conflicts in a WLAN-positioning system |
-
2016
- 2016-12-15 CN CN201611161644.4A patent/CN108235367B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103081544A (en) * | 2010-07-09 | 2013-05-01 | Sk电信有限公司 | Positioning device of mobile communication terminal, method for constructing wireless lan information of device, positioning server of mobile communication terminal, and method for driving server |
| CN104509184A (en) * | 2012-07-31 | 2015-04-08 | 高通股份有限公司 | Mobile access point detection |
| CN102984649A (en) * | 2012-11-11 | 2013-03-20 | 周良文 | Mobile wireless fidelity (WiFi) network advertising information release system |
| CN103874015A (en) * | 2012-12-18 | 2014-06-18 | 北京百度网讯科技有限公司 | Method and device for identifying Wi-Fi migration |
| CN105900501A (en) * | 2013-01-22 | 2016-08-24 | 苹果公司 | Detecting mobile access points |
| CN103826203A (en) * | 2014-03-10 | 2014-05-28 | 北京百度网讯科技有限公司 | Method and device for predicating bus transit |
| CN104955028A (en) * | 2015-06-23 | 2015-09-30 | 北京奇虎科技有限公司 | Method, device and sensor for identifying phishing WIFI (wireless fidelity) |
Also Published As
| Publication number | Publication date |
|---|---|
| CN108235367A (en) | 2018-06-29 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US9873590B2 (en) | Apparatus and a method for elevator allocation using a magnetic field map in an elevator system | |
| US11632656B2 (en) | Systems and methods for leveraging text messages in a mobile-based crowdsourcing platform | |
| CN107508883B (en) | Information pushing method and device, storage medium and mobile terminal | |
| US9374799B2 (en) | Mobile device locating using long term evolution signals | |
| CN105139641A (en) | WiFi relay station-based vehicle scheduling method and system | |
| US20180332557A1 (en) | New access point setup | |
| US11304172B2 (en) | Site estimation based on crowd sourced data | |
| CN105657652A (en) | Providing streaming geolocation infomation | |
| CN104937914A (en) | Information processing device, information processing method, and program | |
| KR20190001779A (en) | Drones base station and resource allocation method thereof | |
| CN105101089B (en) | Method, related device and system for realizing positioning | |
| CN108112031B (en) | Network type determination method and device | |
| US20200037107A1 (en) | Information processing device, terminal device, information processing method, and storage medium having program stored therein | |
| EP2795357A1 (en) | Mechanism for employing and facilitating geodetic triangulation for determining global positioning of computing devices | |
| WO2015057767A1 (en) | Selecting an access point for determining the position of a mobile device based on access point related traffic load information | |
| CN108235367B (en) | Wireless fidelity WiFi equipment identification method and device | |
| US9794750B1 (en) | Venue-specific wireless access point location information creation and distribution | |
| JP6379305B1 (en) | User context detection using mobile devices based on wireless signal characteristics | |
| CN110708665B (en) | Method and device for determining home area of access network equipment | |
| CN112822644B (en) | Group establishing method and equipment | |
| KR101591566B1 (en) | Position tracking method and apparatus | |
| KR102055001B1 (en) | Method And Apparatus for Positioning by Using Grouping | |
| KR101831250B1 (en) | System for operating location based service using fixed terminal-mobile terminal and method therefor | |
| JP2014171032A (en) | Server device, communication system, method, and program | |
| CN105450695A (en) | Data backup control system and method based on cloud computing |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |