CN108777878B - Method and apparatus for determining a category of a wireless access point - Google Patents
Method and apparatus for determining a category of a wireless access point Download PDFInfo
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- CN108777878B CN108777878B CN201810550924.7A CN201810550924A CN108777878B CN 108777878 B CN108777878 B CN 108777878B CN 201810550924 A CN201810550924 A CN 201810550924A CN 108777878 B CN108777878 B CN 108777878B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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- H04W48/00—Access restriction; Network selection; Access point selection
- H04W48/08—Access restriction or access information delivery, e.g. discovery data delivery
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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- H04W48/16—Discovering, processing access restriction or access information
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Abstract
The embodiment of the application discloses a method and a device for determining the category of a wireless access point. One embodiment of the method comprises: determining neighbor wireless access points of wireless access points to be processed; identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points; and determining the category of the wireless access point to be processed in response to the number meeting a preset condition. The embodiment improves the accuracy of acquiring the category of the wireless access point to be processed.
Description
Technical Field
The embodiment of the application relates to the technical field of wireless communication, in particular to a method and a device for determining the category of a wireless access point.
Background
With the continuous development of WIreless communication technology, a WIreless-Fidelity (WI-FI) network has become an important way for users to access the network on a daily basis, and brings great convenience to the users.
Currently, the ways for a user to connect to a wireless access point mainly include two ways. Firstly, a user directly opens a wireless access list page provided by an operating system of a mobile terminal, and selects a wireless access point in the wireless access list page, if the selected wireless access point is a secret-free wireless access point, the mobile terminal can be directly connected with the wireless access point, and if the selected wireless access point is a secret-free wireless access point, the mobile terminal can be connected with the wireless access point after the user inputs a password of the wireless access point; and secondly, the user opens the wireless access point application and operates in the interface of the wireless access point application to connect the wireless access point.
Further, in a wireless network environment, wireless networks or wireless access points providing wireless networks may be classified into different categories by defining different classification dimensions. However, in the prior art, various classification is dependent on manual experience, and the accuracy and the efficiency are low.
Disclosure of Invention
The embodiment of the application provides a method and a device for determining the category of a wireless access point.
In a first aspect, some embodiments of the present application provide a method for determining a class of a wireless access point, which is applied to a network device, and the method includes: determining neighbor wireless access points of wireless access points to be processed; identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points; and determining the category of the wireless access point to be processed in response to the number meeting a preset condition.
In a second aspect, some embodiments of the present application provide a method for determining a class of a wireless access point, for a terminal device, the method comprising: acquiring a scanning set of wireless access points, wherein the scanning set comprises identification information of at least one wireless access point scanned by the terminal equipment; sending the scanning set to a network device; receiving a category of at least some of the at least one wireless access points fed back by the network device; in response to the existence of the wireless access point of the at least one wireless access point of the non-feedback category of the network equipment, identifying the wireless access point similar to the wireless access point of the non-feedback category in the at least one wireless access point, and determining the category of the wireless access point of the non-feedback category based on the category or the number of the similar wireless access points.
In a third aspect, some embodiments of the present application provide a network device, including: one or more processors; a storage device, on which one or more programs are stored, which, when executed by the one or more processors, cause the one or more processors to implement the method as described in any implementation manner of the first aspect.
In a fourth aspect, some embodiments of the present application provide a terminal device, including: one or more processors; a storage device, on which one or more programs are stored, which, when executed by the one or more processors, cause the one or more processors to implement the method as described in any implementation manner of the second aspect.
In a fifth aspect, some embodiments of the present application provide a computer-readable medium on which a computer program is stored, wherein the computer program, when executed by a processor, implements a method as described in any of the implementations of the first aspect
In a sixth aspect, some embodiments of the present application provide a computer-readable medium on which a computer program is stored, wherein the computer program, when executed by a processor, implements a method as described in any two implementations of the first aspect.
According to the method and the device for determining the category of the wireless access point, firstly, the neighbor wireless access points of the wireless access points to be processed are determined; then according to the access point information of the neighbor wireless access points and the access point information of the wireless access points to be processed, identifying neighbor wireless access points similar to the wireless access points to be processed, and determining the number of the similar neighbor wireless access points; and finally, when the number exceeds a preset threshold value, determining the category of the wireless access point to be processed corresponding to the category of the preset threshold value, so that the accuracy of acquiring the category of the wireless access point to be processed is improved.
Drawings
Other features, objects and advantages of the present application will become more apparent upon reading of the following detailed description of non-limiting embodiments thereof, made with reference to the accompanying drawings in which:
FIG. 1 is an exemplary system architecture diagram to which some embodiments of the present application may be applied;
FIG. 2 is a flow diagram of one embodiment of a method for determining a category of a wireless access point according to the present application;
FIG. 3 is a schematic illustration of one application scenario of a method for determining a category of a wireless access point according to the present application;
FIG. 4 is a flow diagram of yet another embodiment of a method for determining a category of a wireless access point according to the present application;
FIG. 5 is a schematic block diagram of a computer system suitable for use as a server for implementing some embodiments of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the relevant invention and not restrictive of the invention. It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
Fig. 1 illustrates an exemplary system architecture 100 to which the method for determining a category of a wireless access point of embodiments of the present application may be applied.
As shown in fig. 1, the system architecture 100 may include terminal devices 101, 102, 103, a network 104, and a network device 105. The network 104 is used to provide a medium for communication links between the terminal devices 101, 102, 103 and the network device 105. Network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.
The user may use the terminal devices 101, 102, 103 to interact with the network device 105 via the network 104 to receive or send messages or the like. The terminal devices 101, 102, 103 may have various client applications installed thereon, such as wireless access point type applications and the like.
The terminal apparatuses 101, 102, and 103 may be hardware or software. When the terminal devices 101, 102, 103 are hardware, they may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, e-book readers, laptop portable computers, desktop computers, and the like. When the terminal apparatuses 101, 102, 103 are software, they can be installed in the electronic apparatuses listed above. It may be implemented as multiple pieces of software or software modules (e.g., to provide distributed services) or as a single piece of software or software module. And is not particularly limited herein.
The network device 105 may be a network device providing various services, for example, a background network device querying the category of an access point corresponding to the to-be-processed wireless access point acquired by the terminal devices 101, 102, and 103. The background network device can analyze and process the received data of the wireless access point to be processed and the like, and feed back the processing result to the terminal device.
It should be noted that the method for determining the category of the wireless access point provided by the embodiment corresponding to fig. 2 of the present application is generally performed by the network device 105. The method for determining the class of a wireless access point provided by the corresponding embodiment of fig. 4 is generally provided in the terminal devices 101, 102, 103.
The network device 105 may be hardware or software. When the network device is hardware, it may be implemented as a distributed network device cluster formed by multiple network devices, or may be implemented as a single network device. When the network device is software, it may be implemented as multiple pieces of software or software modules (e.g., to provide distributed services), or as a single piece of software or software module. And is not particularly limited herein.
It should be understood that the number of terminal devices, networks, and network devices in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and network devices, as desired for an implementation.
With continued reference to fig. 2, a flow 200 of one embodiment of a method for determining a category of a wireless access point in accordance with the present application is shown. The method for determining the class of a wireless access point comprises the following steps:
In this embodiment, an execution subject of the method for determining the category of the wireless access point (e.g., the network device 105 shown in fig. 1) may acquire the wireless access point to be processed by a wired connection manner or a wireless connection manner. It should be noted that the wireless connection means may include, but is not limited to, a 3G/4G connection, a WiFi connection, a bluetooth connection, a WiMAX connection, a Zigbee connection, a uwb (ultra wideband) connection, and other wireless connection means now known or developed in the future.
In some embodiments, the wireless access point to be processed may be a wireless access point scanned and acquired by the user through the terminal device 101, 102, 103. When the terminal device 101, 102, 103 cannot determine the category of the wireless access point of the pending wireless access point, the information of the pending wireless access point may be sent to the network device 105. The network device 105 may receive the pending wireless access point in a number of ways. The network device 105 may perform data processing on the wireless access point to be processed to obtain a neighbor wireless access point corresponding to the wireless access point to be processed.
In some embodiments, the wireless access point to be processed may be a wireless access point whose classification has not been determined in the database of the network side. The network device 105 may read data from the database to determine the wireless access point to be processed.
In some optional implementations of this embodiment, step 201 may include the following steps:
the method comprises the steps of firstly, obtaining a plurality of historical scanning sets containing identification information of the wireless access points to be processed.
In practice, the terminal devices 101, 102, and 103 may perform multiple scans at multiple locations, and each scan may obtain information of a corresponding wireless access point. The information of the wireless access points scanned by different terminal devices 101, 102, 103 at different positions may be different or the same. The terminal devices 101, 102, 103 may then send information of the scanned wireless access points to the network device 105. The network device 105 may use the received information of the wireless access points transmitted from the respective terminal devices 101, 102, 103 as history scanning information.
After acquiring the wireless access point to be processed, the network device 105 may match the wireless access point to be processed with the historical scanning information to acquire a plurality of historical scanning sets including identification information of the wireless access point to be processed. Wherein each of the plurality of history scanning sets may include identification information of a wireless access point scanned by one terminal device at a time.
And secondly, determining neighbor wireless access points of the wireless access points to be processed according to the historical scanning set.
After obtaining the historical scan set, the network device 105 may determine the neighboring wireless access point corresponding to the wireless access point to be processed in a variety of ways. For example, the plurality of historical scanning sets obtained in the foregoing first step and containing the identification information of the wireless access point to be processed may be merged into one historical scanning set, and the other intangible access points in the historical scanning set may be used as neighbor wireless access points of the wireless access point to be processed. For another example, the identification information in the multiple history scanning sets obtained in the first step and containing the identification information of the wireless access point to be processed may be filtered and combined into one history scanning set, and the other intangible access points in the history scanning set may be used as neighbor wireless access points of the wireless access point to be processed.
In some optional implementation manners of this embodiment, the neighbor wireless access points of the to-be-processed wireless access point include wireless access points in a geographic area where the to-be-processed wireless access point is located, and the geographic area is preset.
When acquiring the neighbor wireless access point of the wireless access point to be processed, the network device 105 may acquire the neighbor wireless access point by selecting the wireless access point in the set geographic area. First, the network device 105 may determine location information of the wireless access point to be processed, and further determine a geographic area to which the location of the wireless access point to be processed on the map belongs. Wherein the geographical area may be preset. The geographic area may be sized by longitude and latitude; e.g., geographic areas divided in a geohash fashion, etc. Then, the network device 105 may obtain the wireless access point in the geographic area where the wireless access point to be processed is located through historical data or real-time search, and the like, and use the wireless access point in the geographic area as a neighbor wireless access point of the wireless access point to be processed.
It should be noted that, in some cases, the determination of the neighboring wireless access point of the wireless access point to be processed and the subsequent steps 202 and 203 may be performed by using either of the above two implementations of step 201 set forth in the present embodiment (i.e., the two implementations are relatively independent). Alternatively, the above two implementations may be combined to determine neighboring wireless access points of the wireless access point to be processed and perform the subsequent steps 202 and 203. For example, a plurality of history scanning sets including the identification information of the wireless access point to be processed may be obtained, and the wireless access point in the geographic area where the wireless access point to be processed is located and the plurality of wireless access points included in the plurality of history scanning sets may be used as neighbor wireless access points of the wireless access point to be processed, or after the wireless access point in the geographic area where the wireless access point to be processed is located and the plurality of wireless access points included in the plurality of history scanning sets are screened, neighbor access points of the wireless access point to be processed are obtained. For another example, in step 201, a first implementation manner (obtaining a plurality of history scanning sets including the identification information of the wireless access point to be processed, and determining a neighboring wireless access point of the wireless access point to be processed according to the history scanning sets) is performed to obtain a neighboring access point of the wireless access point to be processed, and then if the type of the wireless access point to be processed can be determined after the neighboring wireless access point obtained based on the first implementation manner performs steps 202 and 203, the process is terminated; if the type of the wireless access point to be processed cannot be determined based on the neighboring wireless access point obtained by the first implementation, step 201 is executed again, the neighboring wireless access point of the wireless access point to be processed is determined by the second implementation, and then steps 202 and 203 are executed based on the neighboring wireless access point determined by the second implementation.
The neighboring wireless access point may contain a plurality of different wireless access points. In order to further improve the identification accuracy of the wireless access point to be processed, the network device 105 may analyze the access point information of each wireless access point included in the neighboring wireless access points. Then, the network device 105 may screen out neighboring wireless access points from the neighboring wireless access points that are similar to the access point information of the wireless access point to be processed according to the analysis result, and determine the number of the similar neighboring wireless access points.
In some optional implementations of this embodiment, the network device may identify, among the determined neighbor wireless access points, a neighbor wireless access point that matches the information of the wireless access point to be processed as a similar neighbor wireless access point. For example, a neighboring wireless access point that matches the name (e.g., SSID) of the wireless access point to be processed, password, physical address, etc. is identified as a similar neighboring wireless access point.
In some optional implementation manners of this embodiment, the neighbor wireless access points of the to-be-processed wireless access point include wireless access points in a geographic area where the to-be-processed wireless access point is located, and the geographic area is preset. Identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points, wherein the method comprises the following steps: clustering the wireless access points in the geographic area according to the access point information of the wireless access points in the geographic area to obtain at least one group of wireless access point set, wherein other wireless access points in the set where the wireless access points to be processed are neighbor wireless access points similar to the wireless access points to be processed, and the number of the other wireless access points is the number of the similar neighbor wireless access points.
After obtaining the neighboring wireless access points, the network device 105 may cluster the wireless access points in the geographic area according to the access point information of the wireless access points in the geographic area, and divide the wireless access points in the geographic area into at least one group of wireless access point sets. The wireless access point to be processed necessarily belongs to a certain set of wireless access points in at least one set of wireless access point sets. Other wireless access points in the set of pending wireless access points may be considered neighbor wireless access points similar to the pending wireless access point. I.e. the number of other wireless access points, i.e. the number of neighboring wireless access points similar to the pending wireless access point.
In some optional implementations of this embodiment, the access point information includes at least one of: the name of the wireless access point, the password of the wireless access point, the physical address of the wireless access point. And the neighbor wireless access point similar to the wireless access point to be processed meets at least one of the following conditions: the names of the wireless access point to be processed and the similar neighbor wireless access point contain the same characters conforming to the first characteristics, the passwords of the wireless access point to be processed and the similar neighbor wireless access point contain the same characters conforming to the second characteristics, and the physical addresses of the wireless access point to be processed and the similar neighbor wireless access point contain the same characters conforming to the third characteristics.
The network device 105 may screen out neighboring wireless access points similar to the pending wireless access point from the neighboring wireless access points according to the information included in the access point information. The manner of screening similar neighboring wireless access points includes, but is not limited to, the following. First, the network device 105 may match the name of the wireless access point to be processed with the names of the neighboring wireless access points, and determine the neighboring wireless access points with the same or similar names as the neighboring wireless access points similar to the wireless access point to be processed. Second, the network device 105 may match the password of the wireless access point to be processed with the password of the neighboring wireless access point, and determine the neighboring wireless access point with the same or similar password as the neighboring wireless access point similar to the wireless access point to be processed. Third, the network device 105 may match the physical address of the wireless access point to be processed with the physical addresses of the neighboring wireless access points, and determine the neighboring wireless access points with the same or similar physical addresses as the neighboring wireless access points similar to the wireless access point to be processed. The foregoing "similar" decision rule can be configured by those skilled in the art according to actual needs.
In some optional implementation manners of this embodiment, before step 201, the method of this embodiment may further include: and determining the category of the wireless access point to be processed in response to the fact that the name of the wireless access point to be processed contains information matched with a preset keyword. Step 201 may include: and determining the neighbor wireless access point of the wireless access point to be processed in response to the fact that the name of the wireless access point to be processed does not contain the information matched with the preset keyword.
In order to facilitate identification of the wireless access point to be processed, the network device 105 may store a plurality of preset keywords in advance. The preset keywords may be used to characterize the category of the wireless access point. After acquiring the wireless access point to be processed, the network device 105 may first determine the category of the wireless access point to be processed by matching the preset keyword with the name of the wireless access point to be processed. When the name of the wireless access point to be processed does not contain the information matched with the preset keyword, the judgment of the category of the wireless access point to be processed is difficult only through the name of the wireless access point to be processed. At this point, the network device 105 may perform step 201 and subsequent steps described above.
Currently, the existing wireless access point classification is mostly classified by using manual experience. Also, those skilled in the art have not discovered that some particular classes of wireless access points may exhibit the following characteristics: similar to each other and geographically close to each other; for example, a commercial category of wireless access points, such as hotels, restaurants, etc., may have multiple wireless access points that are similar to each other in a more concentrated area. The present application discovers the above-mentioned laws, which have not been discovered in the art, and uses the laws to identify specific categories of wireless access points that are similar to each other and grouped together. In some embodiments, different preset thresholds may be set for different types of wireless access points, and the preset thresholds may also establish a corresponding relationship with the type of the corresponding wireless access point. When the number of similar neighboring wireless access points satisfies a preset condition (e.g., the number of similar neighboring wireless access points may exceed a preset threshold), the network device 105 may determine the category of the wireless access point to be processed as the category of the wireless access point corresponding to the preset threshold.
In some optional implementation manners of this embodiment, after step 203, the method of this embodiment may further include the following steps:
and step one, responding to the situation that the number does not meet the preset condition, and acquiring the connection behavior information of a plurality of users for connecting the wireless access point to be processed.
When the number of similar neighboring wireless access points does not satisfy a preset condition (e.g., the number of similar neighboring wireless access points does not exceed a preset threshold), the network device 105 cannot determine the category of the wireless access point to be processed. At this time, the network device 105 may acquire connection behavior information of a plurality of users connecting to the wireless access point to be processed. Wherein the connection behavior information comprises at least one of: the time information of connecting the wireless access point to be processed (for example, the time length of connecting the wireless access point to be processed, the time period of connecting the wireless access point to be processed, etc.), and the number of devices simultaneously connecting the wireless access point to be processed.
And secondly, determining the category of the wireless access point to be processed according to the connection behavior information.
Different connection behavior information may also distinguish between categories of wireless access points. For example, a wireless access point connecting to an office area is typically during working hours of the work day, and the number of devices connecting to the wireless access point of the office area at the same time is typically large. While connecting personal wireless access points (which may be, for example, wireless access points of a home) is typically at times other than during working hours, and the number of connecting personal wireless access points is not too large.
In some optional implementations of this embodiment, the method may further include the steps of:
in a first step, a scan set from a terminal device is received.
When a user connects to a wireless access point of a certain place through the terminal devices 101, 102, 103, the terminal devices 101, 102, 103 can scan for a plurality of wireless access point information. The terminal devices 101, 102, 103 may then encapsulate the scanned multiple wireless access point information into a scanning set and send the scanning set to the network device 105. Wherein the scanning set comprises identification information of at least one wireless access point currently scanned by the terminal device.
And secondly, inquiring the category of the at least one wireless access point information based on the identification information.
After obtaining the scanning set, the network device 105 may obtain identification information of each wireless access point in the scanning set. The network device 105 may then match the identification information of each wireless access point with historical data on the network device 105 to query the category of each of the at least one wireless access point.
And thirdly, sending the identification information of the wireless access point of which the category is successfully inquired and the corresponding category to the terminal equipment.
Since the actual wireless access points may change from time to time, the history data on the network device 105 may not include at least one wireless access point sent by the terminal device 101, 102, 103. Thus, the network device 105 may not be able to determine a category for each of the at least one wireless access point. For security or to meet the user's demand for timely networking, the network device 105 may send identification information of wireless access points successfully queried into a category and the corresponding category to the terminal device so that the user selectively connects to the wireless access points. However, for at least one wireless access point, a wireless access point not queried for a category exists, the network device 105 may regard the wireless access point as the to-be-processed wireless access point, and determine the type of the to-be-processed wireless access point through the steps of the above embodiment.
With continued reference to fig. 3, fig. 3 is a schematic diagram of an application scenario of the method for determining a category of a wireless access point according to the present embodiment. In the application scenario of fig. 3, the user a scans the identification information of multiple wireless access points through the terminal device 302, and encapsulates the identification information of multiple wireless access points into a scanning set, and sends the scanning set to the network device 305. After receiving the scanning set, the network device 105 queries the category of the at least one wireless access point based on the identification information. And sends the identification information of the wireless access point successfully queried to the category and the corresponding category to the terminal device 302. The user a selects a certain wireless access point from the identification information of the wireless access points successfully queried to the category to establish network connection with the terminal device 302.
The method provided by the embodiment of the application firstly determines the neighbor wireless access point of the wireless access point to be processed; then according to the access point information of the neighbor wireless access points and the access point information of the wireless access points to be processed, identifying neighbor wireless access points similar to the wireless access points to be processed, and determining the number of the similar neighbor wireless access points; and finally, when the number exceeds a preset threshold value, determining the category of the wireless access point to be processed corresponding to the category of the preset threshold value, so that the accuracy of acquiring the category of the wireless access point to be processed is improved.
With further reference to fig. 4, a flow 400 of yet another embodiment of a method for determining a category of a wireless access point is shown. The flow 400 of the method for determining a category of a wireless access point comprises the steps of:
In this embodiment, an execution subject (for example, the terminal devices 101, 102, and 103 shown in fig. 1) on which the method for determining the category of the wireless access point operates may acquire the wireless access point in a wired connection manner or a wireless connection manner, and encapsulate the wireless access point into a scanning set. Wherein the scanning set comprises identification information of at least one wireless access point scanned by the terminal device.
When a user connects to a wireless access point of a certain place through the terminal devices 101, 102, 103, the terminal devices 101, 102, 103 can scan for a plurality of wireless access point information. The terminal devices 101, 102, 103 may then encapsulate the scanned multiple wireless access point information into a scanning set.
The terminal devices 101, 102, and 103 may send the acquired scanning set to the network device 105 in a wired or wireless manner, so that the network device 105 performs analysis according to the identification information of the wireless access point included in the scanning set. After obtaining the scanning set, the network device 105 may obtain identification information of each wireless access point in the scanning set. The network device 105 may then match the identification information of each wireless access point with historical data on the network device 105 to query the category of each of the at least one wireless access point.
Since the actual wireless access points may change from time to time, the history data on the network device 105 may not include at least one wireless access point sent by the terminal device 101, 102, 103. Thus, the network device 105 may not be able to determine a category for each of the at least one wireless access point. For security or to meet the user's demand for timely networking, the network device 105 may send identification information of wireless access points successfully queried into a category and the corresponding category to the terminal device so that the user selectively connects to the wireless access points. For at least one wireless access point, a wireless access point that is not queried for a category exists, in some embodiments, the network device 105 may regard the wireless access point as the pending wireless access point, and determine the type of the pending wireless access point through the embodiment shown in fig. 2. Alternatively, in some embodiments, the terminal device may determine the class of the wireless access point for the non-feedback class by step 404 described below.
When the network device 105 cannot identify the category of some wireless access points of the at least one wireless access point, the terminal devices 101, 102, 103 may further filter out wireless access points similar to the wireless access point of the unidentified category from the wireless access points of the identified category fed back by the network device 105 in various ways (e.g., the same characters contained in the name, the signal strength, etc.). Then, the terminal device 101, 102, 103 determines the category of the wireless access point of the non-feedback category based on the category or number of similar wireless access points.
Referring now to FIG. 5, shown is a block diagram of a computer system 500 suitable for use in implementing a server (e.g., network device 105 of FIG. 1) of an embodiment of the present application. The server shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 5, the computer system 500 includes a Central Processing Unit (CPU)501 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM)502 or a program loaded from a storage section 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for the operation of the system 500 are also stored. The CPU 501, ROM 502, and RAM 503 are connected to each other via a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input portion 506 including a keyboard, a mouse, and the like; an output portion 507 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage portion 508 including a hard disk and the like; and a communication section 509 including a network interface card such as a LAN card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The driver 510 is also connected to the I/O interface 505 as necessary. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as necessary, so that a computer program read out therefrom is mounted into the storage section 508 as necessary.
In particular, according to an embodiment of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 509, and/or installed from the removable medium 511. The computer program performs the above-described functions defined in the method of the present application when executed by the Central Processing Unit (CPU) 501.
It should be noted that the computer readable medium described herein can be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present application, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In this application, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
As another aspect, the present application also provides a computer-readable medium, which may be contained in the apparatus described in the above embodiments; or may be present separately and not assembled into the device. The computer readable medium carries one or more programs which, when executed by the apparatus, cause the apparatus to: determining neighbor wireless access points of wireless access points to be processed; identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points; and determining the category of the wireless access point to be processed in response to the number exceeding a preset threshold value.
The above description is only a preferred embodiment of the application and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the invention herein disclosed is not limited to the particular combination of features described above, but also encompasses other arrangements formed by any combination of the above features or their equivalents without departing from the spirit of the invention. For example, the above features may be replaced with (but not limited to) features having similar functions disclosed in the present application.
Claims (12)
1. A method for determining a class of a wireless access point, applied to a network device, the method comprising:
responding to the fact that the name of the wireless access point to be processed does not contain information matched with preset keywords, obtaining a plurality of historical scanning sets containing identification information of the wireless access point to be processed, wherein each historical scanning set comprises the identification information of the wireless access point scanned by one terminal device at one time, and determining neighbor wireless access points of the wireless access point to be processed according to the historical scanning sets;
identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points;
determining the category of the wireless access point to be processed in response to the number meeting a preset condition;
and responding to the situation that the number does not meet the preset condition, acquiring the connection behavior information of a plurality of users for connecting the wireless access point to be processed, and determining the category of the wireless access point to be processed according to the connection behavior information.
2. The method according to claim 1, wherein the neighbor wireless access points of the to-be-processed wireless access point comprise wireless access points in a geographic area in which the to-be-processed wireless access point is located, and the geographic area is preset;
identifying neighbor wireless access points similar to the wireless access point to be processed according to the access point information of the neighbor wireless access points and the access point information of the wireless access point to be processed, and determining the number of the similar neighbor wireless access points, wherein the method comprises the following steps:
clustering the wireless access points in the geographic area according to the access point information of the wireless access points in the geographic area to obtain at least one group of wireless access point set, wherein other wireless access points in the set where the wireless access points to be processed are neighbor wireless access points similar to the wireless access points to be processed, and the number of the other wireless access points is the number of the similar neighbor wireless access points.
3. The method of any of claims 1-2, wherein the access point information comprises at least one of: the name of the wireless access point, the password of the wireless access point and the physical address of the wireless access point; and
the neighbor wireless access points similar to the wireless access point to be processed meet at least one of the following conditions: the name of the wireless access point to be processed is the same as or similar to that of the similar neighbor wireless access point, the password of the wireless access point to be processed is the same as or similar to that of the similar neighbor wireless access point, and the physical address of the wireless access point to be processed is the same as or similar to that of the similar neighbor wireless access point.
4. The method of claim 1, wherein the method further comprises:
determining the category of the wireless access point to be processed in response to the fact that the name of the wireless access point to be processed contains information matched with a preset keyword;
the determining neighboring wireless access points of the wireless access point to be processed includes:
and determining the neighbor wireless access point of the wireless access point to be processed in response to the fact that the name of the wireless access point to be processed does not contain the information matched with the preset keyword.
5. The method of claim 1, wherein the connection behavior information comprises at least one of: and connecting the time information of the wireless access points to be processed and the number of devices connected with the wireless access points to be processed simultaneously.
6. The method of claim 1, wherein the method further comprises:
receiving a scanning set from a terminal device, wherein the scanning set comprises identification information of at least one wireless access point currently scanned by the terminal device;
querying a category of the at least one wireless access point based on the identification information;
and sending the identification information of the wireless access point successfully inquired to the category and the corresponding category to the terminal equipment.
7. The method of claim 1, wherein the method further comprises:
and in response to the existence of the wireless access point which is not inquired about the category in at least one wireless access point, taking the wireless access point as the pending wireless access point.
8. A method for determining a class of a wireless access point for a terminal device, the method comprising:
acquiring a scanning set of wireless access points, wherein the scanning set comprises identification information of at least one wireless access point scanned by the terminal equipment;
sending the scanning set to a network device;
receiving a category of at least some of the at least one wireless access points fed back by the network device;
in response to the existence of a wireless access point of the at least one wireless access point of the non-feedback category of the network equipment, identifying wireless access points similar to the wireless access point of the non-feedback category in the at least one wireless access point, and determining the category of the wireless access point of the non-feedback category based on the number of the similar wireless access points;
and sending connection behavior information of the wireless access points connected with the non-feedback type to the network equipment in response to the fact that the number of the similar wireless access points does not meet a preset condition, wherein the connection behavior information is used for determining the type of the wireless access points of the non-feedback type.
9. A network device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-7.
10. A terminal device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, cause the one or more processors to implement the method of claim 8.
11. A computer-readable medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-7.
12. A computer-readable medium, on which a computer program is stored which, when being executed by a processor, carries out the method of claim 8.
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| CN201810550924.7A CN108777878B (en) | 2018-05-31 | 2018-05-31 | Method and apparatus for determining a category of a wireless access point |
| PCT/CN2019/089472 WO2019228493A1 (en) | 2018-05-31 | 2019-05-31 | Method and apparatus for determining category of wireless access point |
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| CN201810550924.7A CN108777878B (en) | 2018-05-31 | 2018-05-31 | Method and apparatus for determining a category of a wireless access point |
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| CN107133689A (en) * | 2017-04-19 | 2017-09-05 | 清华大学深圳研究生院 | A kind of position mark method |
| US9853939B1 (en) * | 2017-03-17 | 2017-12-26 | Home Intelligence Co., Ltd. | Apparatuses and methods for identifying mobile access points (APS) in mobile positioning systems |
| CN107659978A (en) * | 2016-08-02 | 2018-02-02 | 上海掌门科技有限公司 | For identifying the method and apparatus of WAP |
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| US9635566B2 (en) * | 2014-04-25 | 2017-04-25 | At&T Intellectual Property I, L.P. | Enhancement of access points to support heterogeneous networks |
| CN108124297B (en) * | 2015-08-05 | 2021-09-28 | 上海尚往网络科技有限公司 | Method and apparatus for providing access point information of wireless access point |
| CN106488528B (en) * | 2015-09-01 | 2019-07-05 | 上海连尚网络科技有限公司 | For carrying out the method and apparatus of portrait analysis to wireless access point |
| CN105263110A (en) * | 2015-09-22 | 2016-01-20 | 湖南创无限移动互联网科技有限公司 | Method and device for changing name of WiFi hotspot |
| CN105611607B (en) * | 2015-12-25 | 2019-05-10 | 北京奇虎科技有限公司 | It realizes the method for merging multiple WiFi and realizes the method and system of WiFi connection |
| CN108777878B (en) * | 2018-05-31 | 2021-01-05 | 上海连尚网络科技有限公司 | Method and apparatus for determining a category of a wireless access point |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107659978A (en) * | 2016-08-02 | 2018-02-02 | 上海掌门科技有限公司 | For identifying the method and apparatus of WAP |
| US9853939B1 (en) * | 2017-03-17 | 2017-12-26 | Home Intelligence Co., Ltd. | Apparatuses and methods for identifying mobile access points (APS) in mobile positioning systems |
| CN107133689A (en) * | 2017-04-19 | 2017-09-05 | 清华大学深圳研究生院 | A kind of position mark method |
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