CN106331060B - WIFI-based deployment and control method and system - Google Patents
WIFI-based deployment and control method and system Download PDFInfo
- Publication number
- CN106331060B CN106331060B CN201610664979.1A CN201610664979A CN106331060B CN 106331060 B CN106331060 B CN 106331060B CN 201610664979 A CN201610664979 A CN 201610664979A CN 106331060 B CN106331060 B CN 106331060B
- Authority
- CN
- China
- Prior art keywords
- control
- controlled object
- user information
- deployment
- wifi
- 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
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/009—Signalling of the alarm condition to a substation whose identity is signalled to a central station, e.g. relaying alarm signals in order to extend communication range
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0604—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
- H04L41/0627—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time by acting on the notification or alarm source
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/12—Discovery or management of network topologies
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
Abstract
The invention discloses a WIFI-based deployment and control method and system, which belong to the field of deployment and control and comprise the following steps: receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object; judging whether a historical data record of the user information exists or not; when a historical data record of the user information exists, one or more pieces of characteristic information corresponding to the user information are obtained, and the one or more pieces of characteristic information are used for determining the current state of the controlled object; determining a control model according to the user information and the one or more characteristic information; and judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and control object. According to the embodiment of the invention, the control is carried out through WIFI, so that the problems that a large amount of human resources are occupied for real-time monitoring and massive data are difficult to retrieve are solved, and the control range, the control efficiency and the accuracy of control target personnel are improved.
Description
Technical Field
The invention relates to the field of deployment and control, in particular to a method and a system for deployment and control based on WIFI.
Background
The position distribution control technology adopted in the prior art mainly adopts video monitoring or manual monitoring. And monitoring in real time by using video monitoring in the monitoring area so as to lock the deployment and control target personnel.
The prior art at least has the following problems: on one hand, because video monitoring can not carry out intelligent analysis on video content and real-time monitoring needs to be carried out in a manual mode, the problem of occupying a large amount of human resources exists; on the other hand, because the monitoring target personnel can be found only by utilizing the video content of the post-event monitoring video, the problem of high difficulty in searching massive video data exists; in addition, when the monitoring target personnel appear in the monitoring range, the alarm information cannot be reported to the public security organization in time, so that the problem that the control of the control target personnel cannot be quickly and effectively realized exists.
Disclosure of Invention
In order to solve the problems that in the prior art, a large amount of human resources are occupied in the deployment and control process, data retrieval difficulty is high, and deployment and control of monitoring target personnel cannot be achieved quickly and effectively, the embodiment of the invention provides a method and a system for deployment and control based on WIFI. The technical scheme is as follows:
in a first aspect, a WIFI-based deployment and control method is provided, where the method includes:
receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object;
judging whether a historical data record of the user information exists or not;
when the historical data record of the user information exists, acquiring one or more pieces of characteristic information corresponding to the user information, wherein the one or more pieces of characteristic information are used for determining the current state of the controlled object;
determining a control model according to the user information and the one or more characteristic information;
and judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and controlled object.
With reference to the first aspect, in a first possible implementation manner, the obtaining one or more feature information corresponding to the user information includes:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
With reference to the first possible implementation manner of the first aspect, in a second possible implementation manner, the method further includes:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
With reference to the second possible implementation manner of the first aspect, in a third possible implementation manner, the determining whether the periodically obtained WIFI data packets of the multiple mobile terminals are successfully matched with the deployment model, and if the matching is successful, generating an alarm notification indicating the deployed object includes:
acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
analyzing the WIFI data packets of the plurality of mobile terminals;
storing the analysis results of the WIFI data packets of the plurality of mobile terminals;
and judging whether the analysis result is successfully matched with the control model within preset control time, and if so, generating an alarm notice indicating the controlled object.
With reference to the third possible implementation manner of the first aspect, in a fourth possible implementation manner, the generating an alarm notification indicating the controlled object includes:
acquiring real-time position information of the controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
In a second aspect, an electronic device is provided, the electronic device comprising:
the system comprises a receiving module, a control module and a control module, wherein the receiving module is used for receiving a control request aiming at a controlled object, and the control request carries user information for describing the controlled object;
the judging module is used for judging whether the historical data record of the user information exists or not;
the acquisition module is used for acquiring one or more pieces of characteristic information corresponding to the user information when a historical data record of the user information exists, wherein the one or more pieces of characteristic information are used for determining the current state of the controlled object;
the determining module is used for determining a control model according to the user information and the one or more characteristic information;
and the control deployment module is used for judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the control deployment model or not, and if the matching is successful, generating an alarm notice indicating the controlled object.
With reference to the second aspect, in a first possible implementation manner, the obtaining module is specifically configured to:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
With reference to the first possible implementation manner of the second aspect, in a second possible implementation manner, the device further includes an updating module, where the updating module is specifically configured to:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
With reference to the second possible implementation manner of the second aspect, in a third possible implementation manner, the deployment and control module further includes:
the acquisition submodule is used for acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
the analysis submodule is used for analyzing the WIFI data packets of the plurality of mobile terminals;
the storage submodule is used for storing analysis results of the WIFI data packets of the plurality of mobile terminals;
and the judging submodule is used for judging whether the analysis result is successfully matched with the control model within the control preset time, and if the analysis result is successfully matched with the control model, generating an alarm notice for indicating the controlled object.
With reference to the third possible implementation manner of the second aspect, in a fourth possible implementation manner, the determining sub-module is further specifically configured to:
acquiring real-time position information of the controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
In a third aspect, an electronic device is provided, which includes a memory and a processor connected to the memory, wherein the memory is used for storing a set of program codes, and the processor calls the program codes stored in the memory to perform the following operations:
receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object;
judging whether a historical data record of the user information exists or not;
when the historical data record of the user information exists, acquiring one or more pieces of characteristic information corresponding to the user information, wherein the one or more pieces of characteristic information are used for determining the current state of the controlled object;
determining a control model according to the user information and the one or more characteristic information;
and judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and controlled object.
With reference to the third aspect, in a first possible implementation manner, the processor calls the program code stored in the memory to perform the following operations:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
With reference to the first possible implementation manner of the third aspect, in a second possible implementation manner, the processor calls the program code stored in the memory to perform the following operations:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
With reference to the second possible implementation manner of the third aspect, in a third possible implementation manner, the processor calls the program code stored in the memory to perform the following operations:
acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
analyzing the WIFI data packets of the plurality of mobile terminals;
storing the analysis results of the WIFI data packets of the plurality of mobile terminals;
and judging whether the analysis result is successfully matched with the control model within preset control time, and if so, generating an alarm notice indicating the controlled object.
With reference to the third possible implementation manner of the third aspect, in a fourth possible implementation manner, the processor calls the program code stored in the memory to perform the following operations:
acquiring real-time position information of the controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
In a fourth aspect, a WIFI-based deployment and control system is provided, and the system comprises a WIFI acquisition device and a deployment and control device;
WIFI collection system includes:
the system comprises an acquisition module, a monitoring module and a monitoring module, wherein the acquisition module is used for periodically acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
the analysis module is used for analyzing the WIFI data packets of the plurality of mobile terminals;
the sending module is used for sending the analysis result of the WIFI data packet to the control device;
the deployment control device comprises:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for receiving and acquiring a deployment request aiming at a deployed object, and the deployment request carries user information for describing the deployed object;
the judging module is used for judging whether the historical data record of the user information exists or not;
the second acquisition module is used for acquiring one or more pieces of characteristic information corresponding to the user information when a historical data record of the user information exists, wherein the one or more pieces of characteristic information are used for determining the current state of the controlled object;
the determining module is used for determining a control model according to the user information and the one or more characteristic information;
the receiving module is used for receiving an analysis result of the WIFI data packet sent by the WIFI acquisition device;
and the control deployment module is used for judging whether the analysis results of the received WIFI data packets of the plurality of mobile terminals are successfully matched with the control deployment model or not, and if the analysis results are successfully matched with the control deployment model, generating an alarm notice for indicating the controlled object.
With reference to the fourth aspect, in a first possible implementation manner, the second obtaining module is specifically configured to:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
With reference to the first possible implementation manner of the fourth aspect, in a second possible implementation manner, the deployment and control apparatus further includes an updating module, where the updating module is specifically configured to:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
With reference to the second possible implementation manner of the fourth aspect, in a third possible implementation manner, the deployment and control module further includes:
the storage submodule is used for storing analysis results of the WIFI data packets of the plurality of mobile terminals;
and the judging submodule is used for judging whether the analysis result is successfully matched with the control model within the control preset time, and if the analysis result is successfully matched with the control model, generating an alarm notice for indicating the controlled object.
With reference to the third possible implementation manner of the fourth aspect, in a fourth possible implementation manner, the determining sub-module is further specifically configured to:
acquiring real-time position information of the controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
The embodiment of the invention provides a WIFI-based deployment and control method and a system, which comprise the following steps: receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object; judging whether a historical data record of the user information exists or not; when a historical data record of the user information exists, one or more pieces of characteristic information corresponding to the user information are obtained, and the one or more pieces of characteristic information are used for determining the current state of the controlled object; determining a control model according to the user information and the one or more characteristic information; and judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and control object. The control method comprises the steps of determining a control model according to user information of a controlled object and one or more pieces of characteristic information corresponding to the user information, so that the control range is enlarged, ensuring that the control model can control the controlled object more comprehensively, avoiding the situation that the control cannot be effectively performed after the user information of the controlled object is changed, generating an alarm notice indicating the controlled object when periodically acquired WIFI data packets of a plurality of mobile terminals are successfully matched with the control model, realizing real-time monitoring without manual mode, automatically matching the control model once the information of the monitored object is monitored, locking the monitored object in time through the alarm notice, and improving the control efficiency. Therefore, the problem that a large amount of human resources are occupied and mass data are difficult to retrieve in the existing deployment and control technology is solved by deployment and control based on WIFI, and the deployment and control efficiency and the deployment and control accuracy of deployment and control target personnel are improved.
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 flowchart of a method for deployment and control based on WIFI according to an embodiment of the present invention;
fig. 2 is a flowchart of a method for deployment and control based on WIFI according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a system for deployment and control based on WIFI provided by an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The embodiment of the invention provides a WIFI-based control method, which is applied to control scenes such as personnel control, equipment control and the like in the security field.
Example one
The embodiment of the invention provides a WIFI-based deployment and control method, and as shown in fig. 1, the method comprises the following steps:
101. and receiving a control request aiming at the controlled object, wherein the control request carries user information for describing the controlled object.
102. And judging whether a historical data record of the user information exists or not.
103. When the historical data record of the user information exists, one or more pieces of characteristic information corresponding to the user information are obtained, and the one or more pieces of characteristic information are used for determining the current state of the controlled object.
Specifically, the process may include:
and acquiring one or more characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more characteristic information.
Optionally, after acquiring the one or more feature information corresponding to the user information according to the correspondence between the pre-stored user information and the one or more feature information, the method may further include:
when the user information or one or more pieces of feature information are changed, the corresponding relation stored in advance is updated.
104. And determining a control model according to the user information and the one or more characteristic information.
105. And judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and control object.
Specifically, the process may include:
periodically acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
analyzing WIFI data packets of a plurality of mobile terminals;
storing analysis results of WIFI data packets of a plurality of mobile terminals;
and judging whether the analysis result is successfully matched with the control model within the control preset time, and if so, generating an alarm notice indicating the controlled object.
Wherein, generating an alarm notification indicating the controlled object may include:
acquiring real-time position information of a controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
The embodiment of the invention provides a WIFI-based deployment and control method, which is characterized in that a deployment and control model is determined according to user information of a deployed and controlled object and one or more pieces of characteristic information corresponding to the user information, so that the deployed and control model can effectively deploy and control the deployed and controlled object, the deployment and control range is improved, and when periodically acquired WIFI data packets of a plurality of mobile terminals are successfully matched with the deployment and control model, an alarm notice indicating the deployed and controlled object is generated, so that real-time monitoring without manual mode is realized, once information of the monitored object is monitored, the deployment and control model is automatically matched, the monitored object can be timely locked, and the deployment and control efficiency is improved. Therefore, the problem that a large amount of human resources are occupied and mass data are difficult to retrieve in the existing deployment and control technology is solved by deployment and control based on WIFI, and deployment and control efficiency and deployment and control accuracy of deployment and control target personnel are improved.
Example two
The embodiment of the invention provides a WIFI-based deployment and control method, and as shown in FIG. 2, the method comprises the following steps:
201. and receiving a control request aiming at the controlled object, wherein the control request carries user information for describing the controlled object.
The user information may be one or more of a mobile phone number and a plurality of application accounts, and the application may be a social application, a game application, an entertainment application, a shopping application, a third party payment application, or the like installed on the mobile terminal. In addition, the application programs may also include others, and the embodiment of the present invention does not limit specific application programs.
Specifically, a deployment request for the controlled object is received, and user information for describing the controlled object is determined according to the deployment request. The control request may be a descriptive language including user information of the controlled object, and the user information of the controlled object is determined by reading the descriptive language. The receiving process of the deployment request can be received by means of short messages, application programs, mail notification information or input operation on the deployment platform. The embodiment of the present invention does not limit the specific receiving method.
Because the user information can be one or more of the mobile phone number and the plurality of application program accounts, and the application program can be a social application program, a game application program, an entertainment application program, a shopping application program, a third party payment application program or the like installed on the mobile terminal, in the control process, the accurate searching and positioning of the user can be realized through any one or more of the mobile phone number and the plurality of application program accounts, the control efficiency is improved, the control range is also improved, and the control precision is improved.
202. And judging whether a historical data record of the user information exists or not.
Specifically, according to the data field included in the user information, whether a data field corresponding to the data field included in the user information of the controlled object exists in the control database including the historical data record is searched, and if the data field exists, the historical data record including the user information is determined to exist. Otherwise, determining that no historical data record of the user information exists. The embodiment of the present invention does not limit the specific determination process.
The historical data records in the control database are generated according to analysis results obtained by analyzing the WIFI data packets of the mobile terminals in the periodic collection control range.
By judging whether the historical data record of the user information exists or not, the existing user can be controlled by combining the historical data record in the control controlling process, and therefore control controlling precision is improved.
203. When the historical data record of the user information exists, one or more pieces of characteristic information corresponding to the user information are obtained according to the corresponding relation between the pre-stored user information and one or more pieces of characteristic information, and the one or more pieces of characteristic information are used for determining the current state of the controlled object.
Wherein the one or more characteristic information includes but is not limited to: the login identification of the controlled object on the application program, the mobile terminal identification information of the controlled object and the identification information of the controlled object. In this embodiment, the login identifier of the controlled object on the application program may be obtained by registering the controlled object in the application program, or may be an identifier that passes through another application program and can be used for logging in the application program; the mobile terminal identification information of the controlled object may be an IMEI (international mobile equipment identity) of the mobile terminal; the identification information of the controlled object can be the unique identity of the controlled object.
The corresponding relationship may be a corresponding relationship between a mobile phone number and identification information of the controlled object, a corresponding relationship between an application account and a login identification of the controlled object on the application, or a corresponding relationship between an application account and a mobile terminal identification information word of the controlled object.
The one or more feature information are used for determining the current state of the controlled object, and the process of determining the current state of the controlled object may include:
determining the current state of the controlled object according to the running state of the application program of the controlled object on the mobile terminal in the monitoring range; or
Determining the current state of the controlled object through the IMEI of the mobile terminal of the controlled object in the monitoring range; or
And determining the current state of the controlled object by the unique identity of the controlled object in the monitoring range.
Illustratively, if the user information of the controlled object is used to register multiple application programs, login identifiers on the multiple application programs on the same mobile terminal are obtained in the monitoring range, that is, the multiple application programs corresponding to the user information on the same mobile terminal run simultaneously in the foreground or the background, so as to determine the current state of the controlled object in the monitoring range.
Specifically, when there is a history data record of the user information, according to a correspondence between the pre-stored user information and one or more feature information, one or more feature information corresponding to the user information is obtained, and the process may include:
according to the analysis result of the WIFI data packet of a mobile terminal in the monitoring range, establishing a corresponding relation between user information and one or more pieces of characteristic information, and storing the corresponding relation;
and acquiring one or more characteristic information corresponding to the user information according to the corresponding relation.
For example, if the corresponding relationship indicates that the application account corresponds to the login identifier of the controlled object on the application program, the login identifier of the controlled object on the application program may be obtained according to the corresponding relationship on the premise of obtaining the application account.
It should be noted that, according to the analysis result of the WIFI data packet of a mobile terminal within the monitoring range, the step of establishing the corresponding relationship between the user information and the one or more feature information does not need to be executed in the process of executing step 203 each time, and this step may be executed after obtaining the analysis result of one WIFI data packet of a mobile terminal, or may be executed after obtaining the analysis results of multiple WIFI data packets of a mobile terminal according to a preset rule, or may be executed at other times.
Optionally, after the step of pre-establishing a corresponding relationship between the user information and the one or more pieces of feature information according to an analysis result of the WIFI data packet of the mobile terminal within the monitoring range, and storing the corresponding relationship, the method may further include:
when the user information or one or more pieces of feature information are changed, the corresponding relation stored in advance is updated.
Specifically, the process of updating the pre-stored correspondence relationship may include:
judging whether the user information in the analysis result is consistent with the user information in the pre-stored corresponding relation or not according to the WIFI data packet analysis result of one mobile terminal acquired each time; or
Judging whether one or more pieces of feature information in the analysis result are consistent with one or more pieces of feature information in a pre-stored corresponding relation;
and if the data are inconsistent, updating the corresponding relation stored in advance.
The updating of the corresponding relationship may be added and deleted according to a preset condition, where the preset condition may be a preset time threshold, for example, the changed user information or one or more feature information below the time threshold is added in the corresponding relationship, and the changed user information or one or more feature information above the time threshold is deleted in the corresponding relationship, where the user information or one or more feature information with the earliest time established in the corresponding relationship may be deleted.
According to the corresponding relation between the pre-stored user information and the one or more characteristic information, the one or more characteristic information corresponding to the user information is obtained, so that in the control arrangement process, the user can be accurately searched and positioned through any one or more of the one or more characteristic information, the control arrangement efficiency is improved, the control arrangement range is also improved, and the control arrangement precision is improved. In addition, the equipment can be replaced by the personnel to be controlled, or the equipment of other people can be used, the personnel to be controlled can be controlled, so that the control efficiency is further improved, the control range is also improved, and the control precision is improved.
204. And determining a control model according to the user information and the one or more characteristic information.
Specifically, the embodiment of the present invention does not limit the specific determination process.
The control deployment model is used for indicating control deployment data for deploying the controlled object, the number of matched items of the control deployment data and preset control deployment time. The deployment and control data may include one or more of user information and one or more feature information, for example, the deployment and control model may include a mobile phone number as the user information, and performs deployment and control through the mobile phone number, and the deployment and control model may also include mobile terminal identification information as the feature information, and performs deployment and control through the mobile terminal identification information. The number of the control data matching items is not more than the total number of the control data items, which is preset, and illustratively, when the total number of the control data items is 5, the number of the control data matching items is set to be 2, which indicates that the matching is successful as long as the number of the control data matching items is consistent with any 2 items of data in the 5 items of control data. The deployment control preset time may be a time period set according to the deployment control requirement, and if the time period is exceeded, the deployment control model does not work.
It is to be noted that, when there is no history data record of the user information, the deployment model is determined based on the user information.
The control model is determined according to the user information and the one or more characteristic information, so that the control of the user is realized at a specific place or specific time, the user is not required to be controlled constantly, the utilization rate of system processing resources and storage resources is improved, and the control efficiency is further improved.
205. And periodically acquiring WIFI data packets of a plurality of mobile terminals in the monitoring range.
Specifically, the WIFI data packets of the multiple mobile terminals in the monitoring range are periodically acquired through the wireless local area network side, where the period may be preset according to the deployment and control requirement, for example, the period time is preset for 1 second, that is, the WIFI data packets of the multiple mobile terminals in the monitoring range are acquired every 1 second, and the period time may also be other preset times.
Under the scene of presetting the period according to the deployment and control demand, when the period is small, the WIFI data packets of the mobile terminals in the monitoring range are periodically acquired, so that the real-time monitoring of the user can be realized, and the timeliness and the reliability of deployment and control are further improved.
The wireless local area network can be a wireless router or a wireless AP, and the plurality of mobile terminals can be provided with smart phones, tablet computers, notebook computers or other mobile terminals with multiple application functions of a WIFI module.
The embodiment of the present invention does not limit the specific acquisition method.
206. And analyzing the WIFI data packets of the mobile terminals.
Specifically, the WIFI data packets of the plurality of mobile terminals are decrypted and analyzed according to the analysis rule;
the embodiment of the present invention does not limit the specific analysis method.
207. And storing the analysis results of the WIFI data packets of the plurality of mobile terminals.
Specifically, according to the analysis result of the WIFI data packets of the multiple mobile terminals, the user information and the one or more feature information of the multiple mobile terminals are obtained. Judging whether a historical data record of the user information exists or not, and if so, adding the user information into the historical data record of the user information; if not, generating a historical data record corresponding to the user information, establishing a corresponding relation between the user information and one or more pieces of characteristic information, and storing the corresponding relation.
The embodiment of the present invention does not limit the specific storage method.
It should be noted that, in steps 205 to 207, the process of analyzing the periodically acquired WIFI data packets of the multiple mobile terminals and storing the analysis result is implemented, and besides the process described in the above steps, the process may also be implemented in other manners, and a specific manner is not limited in the embodiment of the present invention.
Due to the fact that the popularization of WIFI is high, a large number of mobile terminals intervene the Internet through WIFI, and therefore the WIFI data packets of the mobile terminals acquired periodically are analyzed, and then the users of the mobile terminals are controlled. In addition, the network behavior and the network data of the user in the previous process truly reflect the state of the user, so that the user of the mobile terminal is controlled by analyzing the periodically acquired WIFI data packets of the plurality of mobile terminals, and the control accuracy is improved.
208. And judging whether the analysis result is successfully matched with the control model within the control preset time, and if so, generating an alarm notice indicating the controlled object.
The deployment and control preset time may be a time period set according to a deployment and control requirement, and if the time period is exceeded, the deployment and control model does not work, for example, zero point of 8/1/2016 to zero point of 9/1/2016 are set as the deployment and control preset time of the deployment and control model.
Specifically, within the preset control time, matching user information and one or more pieces of characteristic information with a control model; judging whether the user information or one or more pieces of characteristic information are consistent with the control data in the control model; and if the two objects are consistent, the matching is successful, and an alarm notice indicating the controlled object is generated.
It should be noted that step 208 may be executed after step 207 or simultaneously with step 207, and the specific execution order of step 208 is not limited in the embodiment of the present invention.
The control model is determined according to the user information and the one or more characteristic information, so that the control of the controlled object is realized in the control area within a specific time period, the timeliness of the control is ensured, and the control efficiency is further improved.
209. And sending an alarm notice indicating the controlled object.
Wherein, at least one of the following operations is executed to implement the step of sending an alarm notification indicating the controlled object:
sending an alarm mail indicating the controlled object;
sending a short message alarm indicating a controlled object;
and sending an alarm notice indicating the controlled object to a public security alarm center.
Wherein step 209 is an optional step.
Optionally, the method may further include:
acquiring real-time position information of a controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
Specifically, the real-time position information of the controlled object is obtained, and the process may be:
acquiring geographical position information of one or more WIFI acquisition devices which send WIFI data packets, wherein the one or more WIFI acquisition devices are used for acquiring the WIFI data packets of a plurality of mobile terminals;
acquiring relative position information of a mobile terminal of a controlled object and one or more acquisition devices;
and determining the real-time position information of the controlled object according to the geographical position information and the relative position information.
By acquiring the real-time position information of the controlled object, the further control of the controlled object in the subsequent process or other measures are facilitated, so that the control application range is widened.
The embodiment of the invention provides a WIFI-based deployment and control method, which takes a WIFI coverage area as a monitoring area, and if historical data records of user information exist, determining a control model according to the user information of the controlled object and one or more characteristic information corresponding to the user information, therefore, the control range is increased, the analysis result of the WIFI data packet of the controlled object in the monitoring area is matched with the control model, if the matching is successful, the generation of the alarm notification indicating the controlled object realizes the control of the controlled object in real time, thereby ensuring the effectiveness of the control, avoiding the situation that the control cannot be effectively carried out after the user information of the controlled object is changed or is universal, therefore, the problems of manual real-time monitoring and large difficulty in mass data retrieval are avoided, and the efficiency and the accuracy of control of the control target personnel are improved. In addition, the WIFI data packets of the plurality of mobile terminals in the monitoring area are periodically acquired, and the WIFI data packets of the appointed mobile terminals of the controlled object, which are acquired for multiple times, are analyzed, so that the real-time position information of the controlled object and the movement track of the controlled object within a period of time can be positioned, and evidence support is provided for case detection of public security organs.
EXAMPLE III
Referring to fig. 3, an electronic device 3 according to an embodiment of the present invention includes:
a receiving module 31, configured to receive a deployment request for a deployed object, where the deployment request carries user information for describing the deployed object;
a judging module 32, configured to judge whether there is a history data record of the user information;
the obtaining module 33 is configured to obtain one or more feature information corresponding to the user information when there is a historical data record of the user information, where the one or more feature information is used to determine a current state of the controlled object;
a determining module 34, configured to determine a deployment model according to the user information and the one or more feature information;
and the deployment and control module 35 is configured to determine whether the periodically acquired WIFI data packets of the multiple mobile terminals are successfully matched with the deployment and control model, and if the matching is successful, generate an alarm notification indicating the deployed and controlled object.
Optionally, the obtaining module 33 is specifically configured to:
and acquiring one or more characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more characteristic information.
Optionally, the device 3 further includes an updating module 36, and the updating module 36 is specifically configured to:
when the user information or one or more pieces of feature information are changed, the corresponding relation stored in advance is updated.
Optionally, the deployment and control module 35 further includes:
the obtaining submodule 351 is used for obtaining WIFI data packets of a plurality of mobile terminals in a monitoring range;
the analysis submodule 352 is configured to analyze WIFI data packets of multiple mobile terminals;
the storage submodule 353 is used for storing analysis results of the WIFI data packets of the plurality of mobile terminals;
the judging submodule 354 is configured to judge whether the analysis result is successfully matched with the deployment model within the deployment preset time, and if the analysis result is successfully matched with the deployment model, generate an alarm notification indicating the deployed object.
Optionally, the determining submodule 354 is further specifically configured to:
acquiring real-time position information of a controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
The embodiment of the invention provides electronic equipment, which determines a deployment and control model according to user information of a deployed and controlled object and one or more pieces of characteristic information corresponding to the user information, so that the deployment and control range is improved, the deployment and control model can effectively deploy and control the deployed and controlled object, and when periodically acquired WIFI data packets of a plurality of mobile terminals are successfully matched with the deployment and control model, an alarm notification indicating the deployed and controlled object is generated, so that real-time monitoring without a manual mode is realized, once the information of the monitored object is monitored, the deployment and control model is automatically matched, the monitored object can be timely locked, and the deployment and control efficiency and accuracy are improved. Therefore, the problem that a large amount of human resources are occupied and mass data are difficult to retrieve in the existing deployment and control technology is solved by deployment and control based on WIFI, and deployment and control efficiency, deployment and control range and deployment and control accuracy of deployment and control target personnel are improved.
Example four
Referring to fig. 4, an electronic device 4 provided in an embodiment of the present invention includes a memory 41 and a processor 42 connected to the memory 41, where the memory 41 is used to store a set of program codes, and the processor 42 calls the program codes stored in the memory 41 to perform the following operations:
receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object;
judging whether a historical data record of the user information exists or not;
when a historical data record of the user information exists, one or more pieces of characteristic information corresponding to the user information are obtained, and the one or more pieces of characteristic information are used for determining the current state of the controlled object;
determining a control model according to the user information and the one or more characteristic information;
and judging whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment and control model, and if so, generating an alarm notice indicating the deployed and control object.
Optionally, the processor 42 calls the program code stored in the memory 41 for performing the following operations:
and acquiring one or more characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more characteristic information.
Optionally, the processor 42 calls the program code stored in the memory 41 for performing the following operations:
when the user information or one or more pieces of feature information are changed, the corresponding relation stored in advance is updated.
Optionally, the processor 42 calls the program code stored in the memory 41 for performing the following operations:
acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
analyzing WIFI data packets of a plurality of mobile terminals;
storing analysis results of WIFI data packets of a plurality of mobile terminals;
and judging whether the analysis result is successfully matched with the control model within the control preset time, and if so, generating an alarm notice indicating the controlled object.
Optionally, the processor 42 calls the program code stored in the memory 41 for performing the following operations:
acquiring real-time position information of a controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
The embodiment of the invention provides electronic equipment, which determines a deployment and control model according to user information of a deployed and controlled object and one or more pieces of characteristic information corresponding to the user information, so that the deployment and control range is improved, the deployment and control model can effectively deploy and control the deployed and controlled object, and when periodically acquired WIFI data packets of a plurality of mobile terminals are successfully matched with the deployment and control model, an alarm notification indicating the deployed and controlled object is generated, so that real-time monitoring without a manual mode is realized, once the information of the monitored object is monitored, the deployment and control model is automatically matched, the monitored object can be timely locked, and the deployment and control efficiency and accuracy are improved. Therefore, the problem that a large amount of human resources are occupied and mass data are difficult to retrieve in the existing deployment and control technology is solved by deployment and control based on WIFI, and deployment and control efficiency, deployment and control range and deployment and control accuracy of deployment and control target personnel are improved.
EXAMPLE five
The embodiment of the invention provides a WIFI-based deployment and control system 5, wherein the system 5 comprises a WIFI acquisition device 51 and a deployment and control device 52;
the WIFI collection apparatus 51 includes:
the acquisition module 511 is configured to periodically acquire WIFI data packets of a plurality of mobile terminals within a monitoring range;
the analysis module 512 is configured to analyze WIFI data packets of multiple mobile terminals;
a sending module 513, configured to send an analysis result of the WIFI data packet to the deployment and control device 52;
the deployment control device 52 includes:
a first obtaining module 521, configured to obtain a deployment request for a deployed object, where the deployment request carries user information for describing the deployed object;
a judging module 522, configured to judge whether there is a history data record of the user information;
a second obtaining module 523, configured to obtain, when there is a historical data record of the user information, one or more pieces of feature information corresponding to the user information, where the one or more pieces of feature information are used to determine a current state of the controlled object;
a determining module 524, configured to determine a deployment model according to the user information and the one or more feature information;
the receiving module 525 is configured to receive an analysis result of the WIFI data packet sent by the WIFI acquisition device;
and the deployment control module 526 is configured to determine whether the analysis results of the received WIFI data packets of the multiple mobile terminals are successfully matched with the deployment control model, and if the matching is successful, generate an alarm notification indicating the deployed object.
Optionally, the second obtaining module 523 is specifically configured to:
and acquiring one or more characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more characteristic information.
Optionally, the deployment and control device 52 further includes an updating module 527, and the updating module 527 is specifically configured to:
and when the user information or one or more pieces of characteristic information are changed, updating the corresponding relation stored in advance.
Optionally, the deployment control module 526 further includes:
the storage sub-module 5261 is configured to store analysis results of the WIFI data packets of the multiple mobile terminals;
the determining submodule 5262 is configured to determine whether the analysis result is successfully matched with the deployment and control model within the deployment and control preset time, and if the analysis result is successfully matched with the deployment and control model, generate an alarm notification indicating the deployed and controlled object.
Optionally, the determining submodule 5262 is further configured to:
acquiring real-time position information of a controlled object;
and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information.
The embodiment of the invention provides a WIFI-based deployment and control system, which periodically collects WIFI data packets of a plurality of mobile terminals in a deployment and control range through a WIFI acquisition device and analyzes the WIFI data packets, determines a deployment and control model according to user information of a deployed and controlled object and one or more pieces of characteristic information corresponding to the user information through the deployment and control device, matches the analysis result of the WIFI data packets sent by the WIFI acquisition device with the deployment and control model, and generates an alarm notice indicating the deployed and controlled object when the deployment and control model is successfully matched, so that real-time monitoring without a manual mode is realized, once the information of the monitored object is monitored, the deployment and control model is automatically matched, the monitored object can be timely locked, and the deployment and control efficiency and accuracy are improved. Therefore, the problem that a large amount of human resources are occupied and mass data are difficult to retrieve in the existing deployment and control technology is solved by deployment and control based on WIFI, and deployment and control efficiency, deployment and control range and deployment and control accuracy of deployment and control target personnel are improved.
It should be noted that the WIFI acquisition device and the deployment and control device included in the system for deployment and control based on WIFI may communicate through a wired or wireless network.
All the above-mentioned optional technical solutions can be combined arbitrarily to form the optional embodiments of the present invention, and are not described herein again.
It should be noted that: when the system for controlling based on WIFI provided in the foregoing embodiment executes the method for controlling based on WIFI, only the division of each functional module is used for illustration, and in practical applications, the function distribution may be completed by different functional modules as needed, that is, the internal structure of the system is divided into different functional modules, so as to complete all or part of the functions described above. In addition, the system for performing deployment and control based on WIFI provided in the above embodiment and the method embodiment for performing deployment and control based on WIFI belong to the same concept, and specific implementation processes thereof are detailed in the method embodiment and are not described herein again.
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 (8)
1. A WIFI-based deployment and control method is characterized by comprising the following steps:
receiving a control request aiming at a controlled object, wherein the control request carries user information for describing the controlled object, and the user information comprises a mobile phone number and one or more of a plurality of application program accounts;
judging whether a historical data record of the user information exists or not;
when a historical data record of the user information exists, acquiring one or more feature information corresponding to the user information, wherein the one or more feature information is used for determining the current state of the controlled object, and the one or more feature information includes but is not limited to: the login identification of the controlled object on the application program, the mobile terminal identification information of the controlled object and the identification information of the controlled object;
determining a control model according to the user information and the one or more characteristic information;
judging whether the WIFI data packets of the plurality of periodically acquired mobile terminals are successfully matched with the deployment and control model or not, if so, acquiring real-time position information of the deployed and control object, and generating an alarm notice indicating the deployed and control object, wherein the alarm notice comprises the real-time position information;
wherein, acquiring the real-time position information of the controlled object comprises:
acquiring geographical position information of one or more WIFI acquisition devices which send WIFI data packets, wherein the one or more WIFI acquisition devices are used for acquiring the WIFI data packets of a plurality of mobile terminals;
acquiring relative position information of a mobile terminal of a controlled object and one or more acquisition devices;
and determining the real-time position information of the controlled object according to the geographical position information and the relative position information.
2. The method according to claim 1, wherein the obtaining one or more feature information corresponding to the user information comprises:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
3. The method of claim 2, further comprising:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
4. The method according to claim 3, wherein the determining whether the periodically acquired WIFI data packets of the plurality of mobile terminals are successfully matched with the deployment model, and if the matching is successful, generating an alarm notification indicating the deployed object includes:
periodically acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
analyzing the WIFI data packets of the plurality of mobile terminals;
storing the analysis results of the WIFI data packets of the plurality of mobile terminals;
and judging whether the analysis result is successfully matched with the control model within preset control time, and if so, generating an alarm notice indicating the controlled object.
5. A WIFI-based deployment and control system is characterized by comprising a WIFI acquisition device and a deployment and control device;
WIFI collection system includes:
the system comprises an acquisition module, a monitoring module and a monitoring module, wherein the acquisition module is used for periodically acquiring WIFI data packets of a plurality of mobile terminals in a monitoring range;
the analysis module is used for analyzing the WIFI data packets of the plurality of mobile terminals;
the sending module is used for sending the analysis result of the WIFI data packet to the control device;
the deployment control device comprises:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring a control request aiming at a controlled object, the control request carries user information used for describing the controlled object, and the user information comprises a mobile phone number and one or more of a plurality of application program accounts;
the judging module is used for judging whether the historical data record of the user information exists or not;
a second obtaining module, configured to obtain, when there is a historical data record of the user information, one or more feature information corresponding to the user information, where the one or more feature information is used to determine a current state of the controlled object, and the one or more feature information includes, but is not limited to: the login identification of the controlled object on the application program, the mobile terminal identification information of the controlled object and the identification information of the controlled object;
the determining module is used for determining a control model according to the user information and the one or more characteristic information;
the receiving module is used for receiving an analysis result of the WIFI data packet sent by the WIFI acquisition device;
the control deployment module is used for judging whether the analysis results of the received WIFI data packets of the plurality of mobile terminals are successfully matched with the control deployment model or not, if so, acquiring real-time position information of the controlled object, and generating an alarm notice indicating the controlled object, wherein the alarm notice comprises the real-time position information;
wherein, the control module is specifically used for:
acquiring geographical position information of one or more WIFI acquisition devices which send WIFI data packets, wherein the one or more WIFI acquisition devices are used for acquiring the WIFI data packets of a plurality of mobile terminals;
acquiring relative position information of a mobile terminal of a controlled object and one or more acquisition devices;
and determining the real-time position information of the controlled object according to the geographical position information and the relative position information.
6. The system of claim 5, wherein the second obtaining module is specifically configured to:
and acquiring one or more pieces of characteristic information corresponding to the user information according to the corresponding relation between the pre-stored user information and the one or more pieces of characteristic information.
7. The system according to claim 6, wherein the deployment device further comprises an update module, the update module being specifically configured to:
and updating the corresponding relation stored in advance when the user information or the one or more characteristic information is changed.
8. The system of claim 7, wherein the deployment module further comprises:
the storage submodule is used for storing analysis results of the WIFI data packets of the plurality of mobile terminals;
and the judging submodule is used for judging whether the analysis result is successfully matched with the control model within the control preset time, and if the analysis result is successfully matched with the control model, generating an alarm notice for indicating the controlled object.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610664979.1A CN106331060B (en) | 2016-08-12 | 2016-08-12 | WIFI-based deployment and control method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610664979.1A CN106331060B (en) | 2016-08-12 | 2016-08-12 | WIFI-based deployment and control method and system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106331060A CN106331060A (en) | 2017-01-11 |
| CN106331060B true CN106331060B (en) | 2019-12-31 |
Family
ID=57740320
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610664979.1A Active CN106331060B (en) | 2016-08-12 | 2016-08-12 | WIFI-based deployment and control method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106331060B (en) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108364438A (en) * | 2017-12-28 | 2018-08-03 | 武汉烽火众智数字技术有限责任公司 | Method for early warning based on front end perception data and device |
| CN109831745A (en) * | 2018-12-25 | 2019-05-31 | 深圳市天彦通信股份有限公司 | A kind of information processing system and method |
| CN110674757B (en) * | 2019-09-25 | 2022-07-19 | 北京旷视科技有限公司 | Deployment control method, system and computer readable storage medium |
| CN111539860A (en) * | 2020-01-07 | 2020-08-14 | 北京明略软件系统有限公司 | Deployment and control scheme determination method and device, electronic equipment and storage medium |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101626295A (en) * | 2008-07-08 | 2010-01-13 | 中国移动通信集团公司 | Method, device and system for guaranteeing security of network logon |
| CN102355664A (en) * | 2011-08-09 | 2012-02-15 | 郑毅 | Method for identifying and matching user identity by user-based social network |
| CN104202578A (en) * | 2014-09-27 | 2014-12-10 | 江阴延利汽车饰件股份有限公司 | Method for automatically identifying criminal suspects |
| CN104239761A (en) * | 2014-09-15 | 2014-12-24 | 西安交通大学 | Continuous identity authentication method based on touch screen slip behavior characteristics |
| CN104573904A (en) * | 2014-09-29 | 2015-04-29 | 同济大学 | Data visualizing system for monitoring user and software behaviors during network transaction |
| CN105681132A (en) * | 2016-02-26 | 2016-06-15 | 深圳市共进电子股份有限公司 | Method and device for collecting user internet-surfing behavior |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004044829A1 (en) * | 2002-11-08 | 2004-05-27 | Data Flow / Alaska, Inc. | System for uniquely identifying subjects from a target population |
| US20060018516A1 (en) * | 2004-07-22 | 2006-01-26 | Masoud Osama T | Monitoring activity using video information |
-
2016
- 2016-08-12 CN CN201610664979.1A patent/CN106331060B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101626295A (en) * | 2008-07-08 | 2010-01-13 | 中国移动通信集团公司 | Method, device and system for guaranteeing security of network logon |
| CN102355664A (en) * | 2011-08-09 | 2012-02-15 | 郑毅 | Method for identifying and matching user identity by user-based social network |
| CN104239761A (en) * | 2014-09-15 | 2014-12-24 | 西安交通大学 | Continuous identity authentication method based on touch screen slip behavior characteristics |
| CN104202578A (en) * | 2014-09-27 | 2014-12-10 | 江阴延利汽车饰件股份有限公司 | Method for automatically identifying criminal suspects |
| CN104573904A (en) * | 2014-09-29 | 2015-04-29 | 同济大学 | Data visualizing system for monitoring user and software behaviors during network transaction |
| CN105681132A (en) * | 2016-02-26 | 2016-06-15 | 深圳市共进电子股份有限公司 | Method and device for collecting user internet-surfing behavior |
Also Published As
| Publication number | Publication date |
|---|---|
| CN106331060A (en) | 2017-01-11 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110166943B (en) | Method for processing terminal position information | |
| CN109698934B (en) | Region monitoring method and device | |
| US9165288B2 (en) | Inferring relationships based on geo-temporal data other than telecommunications | |
| CN109509021B (en) | Behavior track-based anomaly identification method and device, server and storage medium | |
| CN106331060B (en) | WIFI-based deployment and control method and system | |
| CN108632213B (en) | Equipment information processing method and device | |
| CN108243421B (en) | Pseudo base station identification method and system | |
| CN106878108B (en) | Network flow playback test method and device | |
| CN108491720B (en) | Application identification method, system and related equipment | |
| CN107743130B (en) | Fingerprint matching method, device and system | |
| CN108271157B (en) | Pseudo base station identification method and device | |
| CN110347694B (en) | Equipment monitoring method, device and system based on Internet of things | |
| CN108834040A (en) | A kind of attendance information based reminding method and its equipment | |
| CN111555920A (en) | Intelligent operation and maintenance method, system, equipment and user side | |
| CN113572757A (en) | Server access risk monitoring method and device | |
| CN113691483B (en) | Method, device and equipment for detecting abnormal user equipment and storage medium | |
| WO2017020748A1 (en) | Method and device for processing signalling tracking task | |
| CN107623715B (en) | Identity information acquisition method and device | |
| CN111291595A (en) | Information relevance processing method, device and system | |
| CN113194474A (en) | Pseudo base station positioning method and device, electronic equipment and readable storage medium | |
| CN110324292B (en) | Authentication device, authentication method, and computer storage medium | |
| CN104812066A (en) | Method and device for identifying and positioning faults and server | |
| CN111107552A (en) | Method and system for identifying pseudo base station | |
| CN113452533A (en) | Charging self-inspection and self-healing method and device, computer equipment and storage medium | |
| CN107770734B (en) | Method and device for identifying mobile subscriber permanent station |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |