CN108399670A - Intelligent anti-theft alarm system based on recognition of face - Google Patents
Intelligent anti-theft alarm system based on recognition of face Download PDFInfo
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- CN108399670A CN108399670A CN201810168873.1A CN201810168873A CN108399670A CN 108399670 A CN108399670 A CN 108399670A CN 201810168873 A CN201810168873 A CN 201810168873A CN 108399670 A CN108399670 A CN 108399670A
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00563—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
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- General Physics & Mathematics (AREA)
- Alarm Systems (AREA)
Abstract
The invention discloses a kind of intelligent anti-theft alarm systems based on recognition of face, including:Gate inhibition comprising the first gate inhibition and the second gate inhibition;Intelligent anti-theft device comprising face identification device in the second gate inhibition both sides, the first photographic device for being arranged above second gate inhibition are set, and the first warning device being connected with face identification device;Face recognition module in face identification device is connected with face database and the first controller respectively, the identity information after identification is transmitted to the first controller by face recognition module, first controller controls gsm module and sends out short message verification code to the phone for the identity people for having carried out recognition of face, and the identifying code of reception is inputted face identification device by numeric keypad and carries out identity check by identity people;Master control system.The present invention effectively reduces the theft rate in office building by way of recognition of face, and greatly improves the working efficiency of Security Personnel.
Description
Technical field
The present invention relates to technical field of security and protection more particularly to a kind of intelligent anti-theft alarm systems based on recognition of face.
Background technology
With the development of the social economy, requirement of the people for safety is higher and higher, company of the office building due to aggregation
Numerous, personnel's versus busy, the property being related to is more huge, the anti-theft alarm system of safety guard is required very high.Generally
Anti-theft alarm system, the personnel for entering office building can be carried out with the identity of first time and investigated, but work hours people-to-people contacts
Frequently, the reliability of identity investigation is bad.It is often the section that takes place frequently of possible theft moreover for opposite company, in the period of coming off duty,
Therefore, monitoring system becomes the important component in its safety alarm system;In the very high office space of security requirements,
Strict security protection measure must be carried out, although the placement that some existing security protection measures can have been played the role of, in face of illegal
The entrance of molecule can not be handled, criminal is caused to flee in disorder at the first time, for being asked from robber and his robber in office building
Topic, which all exists, supervises phenomenon not in place, in order to ensure that office block is normal, efficient operating, avoids the generation of accident and carries
High management quality need to build a set of tight, careful, modernization anti-theft alarm system.
Invention content
It is an object of the invention to solve at least the above, and provide the advantages of at least will be described later.
It is a still further object of the present invention to provide a kind of intelligent anti-theft alarm systems based on recognition of face, pass through face
Know the theft rate effectively reduced otherwise in office building, and greatly improves the working efficiency of Security Personnel.
In order to realize these purposes and other advantages according to the present invention, it is anti-to provide a kind of intelligence based on recognition of face
Alarm system is stolen, including:
Gate inhibition comprising the import in the office building hall is arranged in the first gate inhibition and the second gate inhibition, first gate inhibition
Place;The entrance in every layer of place company of office building is arranged in second gate inhibition, and second gate inhibition includes outer layer gate inhibition and Nei
Layer gate inhibition, the outer layer gate inhibition are arranged in company's entrance, and doing in company leader layer is arranged in the internal layer gate inhibition
At public zone inlet;The outer layer gate inhibition includes the dodge gate connected in a manner of it can move left and right and is arranged in the activity
The subsequent fixed door of door.
Intelligent anti-theft device comprising be symmetricly set on the face identification device of the dodge gate both sides, be arranged described
The first photographic device above second gate inhibition, and the first warning device for being connected with the face identification device;The face
Identification device includes shell and the first controller, the timing setting of the control being arranged in the shell dodge gate movement
Module, gsm module, face recognition module and archival memory;Setting is numbered with company personnel in the data storage
Corresponding independent storage unit, the recognition of face information of the corresponding employee of memory cell storage;The gsm module memory
Store up the phone information of intra-company personnel;The housing forward end is provided with the numeric keypad being connected with the gsm module;The shell
Body upper end is provided with the camera arrangement being connected with the archival memory;First controller respectively with the timing setting
Module and the gsm module are connected, by first controller control the dodge gate be in be turned on and off state when
Period and the gsm module start or close period;The face recognition module respectively with the data inventory
Reservoir and first controller are connected, by inputting the coding of the corresponding company personnel on the numeric keypad,
First controller starts the face recognition module, and the identity information after identification is transmitted to institute by the face recognition module
The first controller is stated, first controller controls the gsm module and sent out to the phone for the identity people for having carried out recognition of face
Short message verification code, the identifying code of reception is inputted the face identification device by the identity people by the numeric keypad, described
First controller checks the correctness of the identifying code, and correctly then authentication passes through the identifying code, first controller
The dodge gate is controlled to open;If the identifying code verification does not pass through, the gsm module sends identifying code again, until third
When secondary identifying code inputs still incorrect, first warning device sends out alarm signal.
Master control system, the total monitoring being arranged in the office building is indoor, and the main control unit includes and described the
One photographic device connected master controller, multiple display screens for being connect with the master controller;The master controller and described the
One warning device is connected, to receive the alarm signal of first warning device.
Preferably, the face recognition module verifies the system opening time with the dual identity that the gsm module is constituted
It is set in this period of the work hours of quitting time to next day corporate policy of corporate policy;It is described in work hours
Gsm module is closed, and the face recognition module is in open state.
Preferably, the master control system further include the information storage module being connected respectively with the master controller and
LED display;Described information memory module is for storing the corresponding Business Name of every layer of first warning device and company
The specific location at place;The LED display is for showing first warning device for sending out signal to the master controller
Floor where the Business Name at place, company and the time for sending out alarm signal.
Preferably, the face identification device further includes photographic intelligence contrast module, with the data storage phase
Even, the photographic intelligence contrast module is used to that storage will to have been shot in the photo shot when identifying instantly and the data storage
Photo compared, and provide comparing result and store to the storage unit.
Preferably, the recognition of face information includes every time the temporal information using face identification device, every time identification
The comparison that the photographic intelligence of Shi Suoshu camera arrangements shooting and the photographic intelligence contrast module integrate all photos
Information.
Preferably, first gate inhibition includes multiple doorframes arranged side by side, the doorframe include front door, back door and
Connection canopy between the forward and backward door is set, and the height of the forward and backward door is arranged at 2-2.5 meters, at the forward and backward door
It is respectively provided with the door-plate can connect in a manner of opening and closing left and right.
Preferably, first gate inhibition further includes the monitoring device being arranged in the doorframe both sides, the monitoring device
The push-pull mechanism that is connected including second controller, with the door-plate and second controller is connected with the second controller
Second warning device and the second photographic device in first gate inhibition front end is set, second photographic device and described
Second controller is connected with the master controller respectively.
The present invention includes at least following advantageous effect:
By the way that the first gate inhibition is arranged in office building entrance, the personnel to entering office building carry out identity check, then pass through
Second of identity check is carried out to the personnel for entering company in the second gate inhibition of the entrance setting of company where every layer and is passed through
The face identification device record being arranged on second gate inhibition enters the access time of personnel, and in the office realm of leadership
The internal layer gate inhibition is set, further ensure that relatively important company information leak and the loss of property.Personnel walk about compared with
For the frequent period, the time that the dodge gate is closed can be set by the timing setting module, the dodge gate is made to set
The state of unlatching is constantly in fixing time, to reduce the trouble of dealing personnel.
If intra-company personnel want to enter in company by the second gate inhibition, need through following check:Work hours need
It is checked by one layer of recognition of face;Quitting time then needs the identifying code check and correction sent by recognition of face and CSM modules
Mode carries out dual identity check;In work hours section, the corresponding coding of company personnel is inputted by the numeric keypad, is opened
System is verified in recognition of face, and identifier needs after carrying out face verification success by face identification device, could be by the activity
Door is opened, into company;In quitting time section, after recognition of face is proved to be successful, first controller controls the GSM moulds
For block to the sending short message by mobile phone identifying code for the identifier for having carried out recognition of face, the identifying code of reception passes through the number by identifier
Word keyboard inputs the face identification device and is transmitted to first controller, and first controller checks the identifying code
It is whether consistent with the identifying code that sends before, if unanimously, correctly authentication passes through the identifying code, first controller
The dodge gate is controlled to open;If inconsistent, the identifying code verification does not pass through, and the gsm module is again to identifier's
Mobile phone sends identifying code, until when the input of third time identifying code is still incorrect, first controller makes the first alarm dress
It sets and sends out alarm signal to the master controller in the case where letting alone identifier, indoor supervisor is always monitored with warning
It is guarded, ensure that the safety of company in the next period, can effectively reduce pilferage rate convenient for helping the security people of office building
Member's efficient operation.
Part is illustrated to embody by further advantage, target and the feature of the present invention by following, and part will also be by this
The research and practice of invention and be understood by the person skilled in the art.
Description of the drawings
Fig. 1 is the structural schematic diagram of the intelligent anti-theft alarm system of the present invention based on recognition of face.
Specific implementation mode
Present invention will be described in further detail below with reference to the accompanying drawings, to enable those skilled in the art with reference to specification text
Word can be implemented according to this.
It should be appreciated that such as " having ", "comprising" and " comprising " term used herein are not precluded one or more
The presence or addition of a other elements or combinations thereof.
As shown in Figure 1, the present invention provides a kind of intelligent anti-theft alarm system based on recognition of face, including:
Gate inhibition comprising the import in the office building hall is arranged in the first gate inhibition and the second gate inhibition, first gate inhibition
Place;The entrance in every layer of place company of office building is arranged in second gate inhibition, and second gate inhibition includes outer layer gate inhibition and Nei
Layer gate inhibition, the outer layer gate inhibition are arranged in company's entrance, and doing in company leader layer is arranged in the internal layer gate inhibition
At public zone inlet;The outer layer gate inhibition includes the dodge gate connected in a manner of it can move left and right and is arranged in the activity
The subsequent fixed door of door;
Intelligent anti-theft device comprising be symmetricly set on the face identification device of the dodge gate both sides, be arranged described
The first photographic device above second gate inhibition, and the first warning device for being connected with the face identification device;The face
Identification device includes shell and the first controller, the timing setting of the control being arranged in the shell dodge gate movement
Module, gsm module, face recognition module and archival memory;Setting is numbered with company personnel in the data storage
Corresponding independent storage unit, the recognition of face information of the corresponding employee of memory cell storage;The gsm module memory
Store up the phone information of intra-company personnel;The housing forward end is provided with the numeric keypad being connected with the gsm module;The shell
Body upper end is provided with the camera arrangement being connected with the archival memory;First controller respectively with the timing setting
Module and the gsm module are connected, by first controller control the dodge gate be in be turned on and off state when
Period and the gsm module start or close period;The face recognition module respectively with the data inventory
Reservoir and first controller are connected, by inputting the coding of the corresponding company personnel on the numeric keypad,
First controller starts the face recognition module, and the identity information after identification is transmitted to institute by the face recognition module
The first controller is stated, first controller controls the gsm module and sent out to the phone for the identity people for having carried out recognition of face
Short message verification code, the identifying code of reception is inputted the face identification device by the identity people by the numeric keypad, described
First controller checks the correctness of the identifying code, and correctly then authentication passes through the identifying code, first controller
The dodge gate is controlled to open;If the identifying code verification does not pass through, the gsm module sends identifying code again, until third
When secondary identifying code inputs still incorrect, first warning device sends out alarm signal;
Master control system, the total monitoring being arranged in the office building is indoor, and the main control unit includes and described the
One photographic device connected master controller, multiple display screens for being connect with the master controller;The master controller and described the
One warning device is connected, to receive the alarm signal of first warning device.
In the above scheme, by the way that the first gate inhibition is arranged in office building entrance, the personnel to entering office building carry out body
Part is checked, then the second gate inhibition by being arranged in the entrance of every layer of place company is to personnel's second of body of progress into company
Part is checked and the face identification device by being arranged on second gate inhibition records the access time into personnel, and in leader
The internal layer gate inhibition is arranged in the office realm of layer, further ensure that relatively important company information leak and the damage of property
It loses.Personnel walk about the more frequent period, and the time that the dodge gate is closed can be set by the timing setting module, makes institute
The state that dodge gate is constantly in unlatching in setting time is stated, to reduce the trouble of dealing personnel.
If intra-company personnel want to enter in company by the second gate inhibition, need through following check:Work hours need
It is checked by one layer of recognition of face;Quitting time then needs the identifying code check and correction sent by recognition of face and CSM modules
Mode carries out dual identity check;GSM, that is, global system for mobile communications;In work hours section, inputted by the numeric keypad
The corresponding coding of company personnel opens recognition of face and verifies system, and identifier needs to test by face identification device progress face
After demonstrate,proving successfully, the dodge gate could be opened, into company;It is described after recognition of face is proved to be successful in quitting time section
First controller controls sending short message by mobile phone identifying code of the gsm module to the identifier for having carried out recognition of face, described to test
The identifying code of reception is inputted the face identification device by the numeric keypad and is transmitted to first controller by witness,
Whether first controller checks the identifying code consistent with the identifying code that sends before, if unanimously, the identifying code is correct
Then authentication passes through, and first controller controls the dodge gate and opens;If inconsistent, the identifying code verification is obstructed
It crosses, the gsm module sends identifying code to the mobile phone of identifier again, until when the input of third time identifying code is still incorrect, institute
Stating the first controller makes first warning device send out alarm signal to the master controller in the case where letting alone identifier
Number, indoor supervisor is always monitored with warning and is guarded, the safety of company in the next period is ensure that, can effectively reduce
Pilferage rate is convenient for helping Security Personnel's efficient operation of office building.
In one preferred embodiment, the dual identity verification system that the face recognition module is constituted with the gsm module is opened
Opening the time was set in this period of the work hours of quitting time to next day corporate policy of corporate policy;Work hours
Interior, the gsm module is closed, and the face recognition module is in open state.
In the above scheme, in the work hours on daytime, the possibility stolen in Administrative Area is relatively low, most of disengaging
Be all associate, for reduce disengaging trouble, while to a certain extent ensure Administrative Area safety, company disengaging
Personnel only need to carry out recognition of face to authentication;After work to the work hours next day section in, associate compared with
Less or nobody utilizes the verification of recognition of face and the transmission of CSM modules to prevent the generation of the appearance from robber and his robber
Code carries out dual identity verification, to prevent other people from invading or preventing the criminal entered daytime from being fled in disorder at night, guarantee company
The safety of interior property.
In one preferred embodiment, the master control system further includes the information storage mould being connected respectively with the master controller
Block and LED display;Described information memory module for store the corresponding Business Name of every layer of first warning device with
And the specific location where company;The LED display is used to show first report that signal is sent out to the master controller
Floor where Business Name, company where alarm device and the time for sending out alarm signal.
In the above scheme, the master controller receives the alarm signal that first warning device is sent out, by from institute
The corresponding information that the first warning device for sending out alarm signal is filtered out in information storage module is stated, these information include company
The information obtained from described information memory module is transmitted to by the specific location where title and company, master controller again
LED display, by the LED display by the Business Name where sending out first warning device of alarm signal, public affairs
The specific time of floor and the master controller transmission information to LED display where taking charge of is shown on LED display,
Very clear, more conducively monitoring personnel is checked in time, and when preventing alarm generating region excessive, monitoring personnel confusion reigned recognizes not
Clearly, be conducive to improve the working efficiency of monitoring personnel.
In one preferred embodiment, the face identification device further includes photographic intelligence contrast module, is deposited with the data
Reservoir is connected, and the photographic intelligence contrast module is used to clap the photo shot when identifying instantly with the data storage
The photo for taking the photograph storage is compared, and is provided comparing result and stored to the storage unit.
In the above scheme, the photographic intelligence contrast module is except the second of the face recognition module identifies system again
System, the photographic intelligence contrast module by the photo shot instantly with before shooting store to the photo in the storage unit into
Row comparison, if comparing result 100%, it is required that identification is then taken pictures again, if comparing result, which is shown, is less than 50%-60%, according to
The identification link of piece information contrast module passes through, and the setting of this link prevents identity from checking personnel, and photo is taken to carry out recognition of face,
The authenticity for ensureing recognition of face, avoids the generation of loophole.
In one preferred embodiment, the recognition of face information includes every time the temporal information using face identification device, every
The photographic intelligence of the camera arrangement shooting and the photographic intelligence contrast module integrate all photos when secondary identification
Comparative information.
In the above scheme, each storage unit corresponds to each company personnel, when by the identification that records every time
Between information, can check that corresponding employee comes in and goes out time of company daily, convenient for understanding the attendance information of employee.The photographic intelligence
The photo of the camera arrangement shooting, can remove in one week or one month time, to ensure when from recognition of face
It is photo in one week or one month that comparative information, which is stated, for the comparison source of photo comparison, to ensure the accuracy of comparing result.
In one preferred embodiment, first gate inhibition includes multiple doorframes arranged side by side, the doorframe include front door, after
The height of door and the connection canopy being arranged between the forward and backward door, the forward and backward door is arranged at 2-2.5 meters, described forward and backward
The door-plate can connect in a manner of opening and closing left and right is respectively provided at door.
In the above scheme, the height of the first gate inhibition setting is 2-2.5 meters, is different from 1 meter or so of gate inhibition, can prevent
Only criminal crosses above first gate inhibition and swarms into office building, and forward and backward two layers set-up mode, effectively delays
Time swarmed into or fled in disorder of criminal, take measures convenient for Security Personnel, anyone all have to pass through front door, after
Door could enter office building, further ensure the safety into the identity of personnel.
In one preferred embodiment, first gate inhibition further includes the monitoring device being arranged in the doorframe both sides, the prison
Control device includes second controller, the push-pull mechanism being connected with the door-plate and second controller and the second controller
Connected the second warning device and the second photographic device in first gate inhibition front end is set, second photographic device with
And the second controller is connected with the master controller respectively.
In the above scheme, the second photographic device that first gate inhibition front end is arranged can shoot all office buildings that enter and enter
The picture of mouth, and by the picture real-time Transmission of shooting to the master controller, then by the display screen real-time display convenient for prison
Control administrative staff observe the discrepancy personnel of office building inlet at any time, and the Picture Archive of shooting also allows for calling in the future;Described
Two controllers are connected with the push-pull mechanism, to control the moving left and right so that personnel the are logical of door-plate by the push-pull mechanism
It crosses.
Although the embodiments of the present invention have been disclosed as above, but its is not only in the description and the implementation listed
With it can be fully applied to various fields suitable for the present invention, for those skilled in the art, can be easily
Realize other modification, therefore without departing from the general concept defined in the claims and the equivalent scope, the present invention is simultaneously unlimited
In specific details and legend shown and described herein.
Claims (7)
1. a kind of intelligent anti-theft alarm system based on recognition of face, wherein including
Gate inhibition comprising the entrance in the office building hall is arranged in the first gate inhibition and the second gate inhibition, first gate inhibition;Institute
It states the second gate inhibition and entrance in company where every layer of office building is set, second gate inhibition includes outer layer gate inhibition and inner layer door
Prohibit, the outer layer gate inhibition is arranged in company's entrance, and the internal layer gate inhibition is arranged in the Office Area of company leader layer
Domain entrance;The outer layer gate inhibition includes the dodge gate connected in a manner of it can move left and right and is arranged after the dodge gate
The fixed door in face;
Intelligent anti-theft device comprising be symmetricly set on the face identification device of the dodge gate both sides, be arranged described second
The first photographic device above gate inhibition, and the first warning device for being connected with the face identification device;The recognition of face
Device includes shell and the first controller, the timing setting mould of the control being arranged in the shell dodge gate movement
Block, gsm module, face recognition module and archival memory;Setting and company personnel's number pair in the data storage
The independent storage unit answered, the recognition of face information of the corresponding employee of memory cell storage;Storage in the gsm module
The phone information of intra-company personnel;The housing forward end is provided with the numeric keypad being connected with the gsm module;The shell
Upper end is provided with the camera arrangement being connected with the archival memory;First controller respectively with the timing setting mould
Block and the gsm module are connected, and controlling the dodge gate by first controller is in when being turned on and off state
The period that period and the gsm module start or close;The face recognition module respectively with the database purchase
Device and first controller are connected, by inputting the coding of the corresponding company personnel, institute on the numeric keypad
It states the first controller and starts the face recognition module, the identity information after identification is transmitted to described by the face recognition module
First controller, first controller control the gsm module sent out to the phone for the identity people for having carried out recognition of face it is short
Believe identifying code, the identifying code of reception is inputted the face identification device by the identity people by the numeric keypad, and described the
One controller checks the correctness of the identifying code, and correctly then authentication passes through the identifying code, the first controller control
The dodge gate is made to open;If the identifying code verification does not pass through, the gsm module sends identifying code again, until third time
When identifying code input is still incorrect, first warning device sends out alarm signal;
Master control system is arranged in total monitoring interior of the office building, and the main control unit includes being taken the photograph with described first
The master controller being connected as device, multiple display screens for being connect with the master controller;The master controller is reported with described first
Alarm device is connected, to receive the alarm signal of first warning device.
2. the intelligent anti-theft alarm system based on recognition of face as described in claim 1, wherein the face recognition module with
Quitting time to the next day company that the dual identity verification system opening time that the gsm module is constituted is set in corporate policy advises
In this period of fixed work hours;In work hours, the gsm module is closed, the face recognition module
In open state.
3. the intelligent anti-theft alarm system based on recognition of face as described in claim 1, wherein the master control system also wraps
Include the information storage module and LED display being connected respectively with the master controller;Described information memory module is for storing
Specific location where the corresponding Business Name of every layer of first warning device and company;The LED display is for showing
Show to the master controller send out first warning device of signal where Business Name, floor and hair where company
Go out the time of alarm signal.
4. the intelligent anti-theft alarm system based on recognition of face as described in claim 1, wherein the face identification device is also
Including photographic intelligence contrast module, it is connected with the data storage, the photographic intelligence contrast module for that will know instantly
The photo shot when other is compared with the photo for having shot storage in the data storage, and provide comparing result store to
In the storage unit.
5. the intelligent anti-theft alarm system based on recognition of face as claimed in claim 4, wherein the recognition of face packet
The photographic intelligence of camera arrangement shooting and described when including every time the temporal information using face identification device, every time identification
The comparative information that photographic intelligence contrast module integrates all photos.
6. the intelligent anti-theft alarm system based on recognition of face as described in claim 1, wherein first gate inhibition includes more
A doorframe arranged side by side, the doorframe include front door, back door and the connection canopy being arranged between the forward and backward door, described
The height of forward and backward door is arranged at 2-2.5 meters, and the door-plate can connect in a manner of opening and closing left and right is respectively provided at the forward and backward door.
7. the intelligent anti-theft alarm system based on recognition of face as claimed in claim 6, wherein first gate inhibition further includes
Monitoring device in the doorframe both sides is set, and the monitoring device includes second controller, controlled with the door-plate and second
The connected push-pull mechanism of device processed, the second warning device being connected with the second controller and setting are before first gate inhibition
Second photographic device at end, second photographic device and the second controller are connected with the master controller respectively.
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Cited By (4)
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CN110378209A (en) * | 2019-06-11 | 2019-10-25 | 深圳市锐明技术股份有限公司 | A kind of driver identification verification method and device |
CN110570549A (en) * | 2019-07-26 | 2019-12-13 | 华中科技大学 | Intelligent unlocking method and corresponding device |
CN111951453A (en) * | 2020-08-25 | 2020-11-17 | 盐城工学院 | Access control system based on artificial intelligence and Internet and use method |
CN112202912A (en) * | 2020-10-12 | 2021-01-08 | 安徽兴安电气设备股份有限公司 | Remote automatic monitoring system for secondary water supply |
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