CN109714710A - A kind of a wide range of track acquisition method of non-active cooperation personnel - Google Patents
A kind of a wide range of track acquisition method of non-active cooperation personnel Download PDFInfo
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Abstract
The present invention provides a kind of a wide range of track acquisition method of non-active cooperation personnel.In a wide range of track acquisition method of non-active cooperation personnel, mutual cooperation based on mobile phone WIFI signal positioning and recognition of face, after the equipment such as deployment and normally-open wireless network access device and video camera, after the mobile phone user that WIFI is opened in carrying enters monitor area, it is cooperated on one's own initiative without user, this method can obtain the information such as human face photo and mobile phone MAC Address automatically, cell phone apparatus passes through other wireless network access device AP institutes overlay area after being associated with, corresponding mobile phone MAC information can be obtained, all data records can be obtained by data base querying, and it can simultaneous display human face photo and trace information, realize the acquisition to the non-active a wide range of track of cooperation personnel.
Description
Technical field
The invention belongs to technical field of information processing, are specifically related to a kind of a wide range of track acquisition of non-active cooperation personnel
Method.
Background technique
In recent years, with the development of urbanization, the people to live in city is more and more, and city is while fast development
Also it is faced with serious public safety problem, although there is currently the actively and passively regulatory measure such as gate inhibition, monitoring, nothing
Method makes effective acquisition in the action trail for leaving gate inhibition and monitoring area to people, especially in country, government, an army etc.
Concerning security matters or important place can effectively find undesirable to the acquisition of the behavior of people a wide range of track, hit illegal, spy et al.
Member's action.
Currently, location technology outdoor ranges mainly have american global positioning system (Global Position System,
GPS), European galileo system, China's dipper system etc., and the positioning of range indoors includes being based on video camera, RFID, ultra-wide
Band positioning (Ultra-Wide-Band, UWB), the technologies such as WLAN/WIFI, these two types of subsystem or technologies are realized to cooperating on one's own initiative
Personnel positioning.With the popularization and application of the mobile devices such as mobile phone, people would generally carry mobile phone, therefore based on mobile phone
Positioning becomes the another effective ways except the positioning such as GPS, Beidou.
Detection Techniques to mobile phone signal mainly may rely on for the positioning of mobile phone, wherein mainly cellular base station is believed
Number and WIFI signal.The basic ideas of detection are to send information by imitating base station or WIFI hot spot, and return and believe according to mobile phone
Breath is to position mobile phone.Since national regulation must not send information using base station is imitated in this method, to mobile phone
Be located on legal path the detection for mainly relying on WIFI signal, correlative study is relatively more.Wherein, the human hairs such as Huang Hao power
Bright " object localization method and its system based on mobile terminal with WiFi probe ", Zhang Shouquan et al. invention " one kind is based on
What the patents and brilliant idea et al. such as a wide range of track acquisition method of the behavior of WIFI probe and process " were done " is visited based on WIFI
The Design of warning of needle and research " work is all to rely on WIFI signal detection to complete to target positioning and action trail
Acquisition, but what such mode recorded is equipment track, can not identify personal information.In addition, beam roc et al. research " is based on people
The pedestrian's motion track monitoring system and realization of face identification and radio frequency identification " achievement is based on less radio-frequency equipment and determines
Position, equipment needs are cooperated on one's own initiative, and only range is identified indoors.Li Jinping et al. invention " is known based on dynamic human face
The movable attendance checking system and method not positioned with WIFI " need personnel to cooperate with attendance checking system on one's own initiative to realize attendance, cover model
It encloses small, and personnel track can not be recorded.
Research based on WIFI probe focuses primarily upon the level differentiated to equipment MAC, can not be from physical equipment
MAC Address acquires the acquisition for rising to specific people, lacks physical equipment to the incidence relation of personnel, existing research, which is all based on, adopts
Collect the mode that object is cooperated on one's own initiative to complete the association of people and equipment.In order to overcome the problem, this patent passes through without actively matching
The recognition of face and WIFI probe location technology of conjunction, and the incidence relation based on the two on space-time, completion pedestrian and mobile phone
Association.Simultaneously as WIFI probe coverage distance is limited, and is accurately positioned personnel and multiple equipment is needed to position, using model
It encloses and cost is all relatively large, therefore this patent proposes that one kind towards larger range of acquisition method, and is not limited to multiple
The accurate positioning of WIFI probe.
Summary of the invention
Above-mentioned the deficiencies in the prior art are directed to, the purpose of the present invention is to provide a kind of non-active cooperation personnel are a wide range of
Track acquisition method.
To reach above-mentioned purpose, the present invention adopts the following technical scheme: a kind of non-active a wide range of track of cooperation personnel is adopted
Set method includes the following steps: step 1: in regional scope to be collected, installing wireless network network access device AP and data clothes
Business device；Step 2: the user of carrying mobile phone is described wireless at the region covered by the wireless network access device AP
Network access equipment AP obtains the MAC Address and RSSI signal value of mobile phone by WIFI probe；Step 3: the wireless network connects
Enter mobile phone MAC Address that equipment AP will acquire and the packing of RSSI signal value uploads to the data server；Step 4: the number
The upload data of wireless network access device AP are received according to server, and the RSSI signal value in data is converted into mobile phone and is set
The standby distance apart from wireless network access device AP；Step 5: installing video camera in the ad hoc wireless networks position access device AP,
The pedestrian in range is shot with video-corder by video camera for captured in real-time, it is desirable that the video camera disposed can take clear and legible knowledge
Face；Step 6: when shooting with video-corder in range by the video camera, the video that video camera is shot with video-corder uploads the user of carrying mobile phone
To processing server, the processing server processing video obtains human face photo and uploads to the data server；Step 7:
The data server is by the same position same time by the wireless network access device AP MAC Address uploaded and by video camera
The human face photo that equipment is uploaded is stored in database after being associated；Step 8: data of the user to the data server
Library data are inquired or are browsed, and show human face photo and track.
Preferably, specifically comprise the following steps: in step 1
The installation site of wireless network access device AP appropriate is selected, guarantees effective covering to pickup area；
Each wireless network access device AP is connected to internet by cable or optical fiber or internal lan realizes interconnection
Intercommunication；
Power supply power supply should be provided for each wireless network access device AP, ensures effective operation of apparatus.
Preferably, specifically comprise the following steps: in step 2
Wireless network access device AP detects each WIFI frequency range in overlay area by rotation scanning mode, obtains each
The broadcast data packet of each equipment AP in WIFI frequency range；
When the cell phone apparatus that user carries unlatching WIFI function enters the overlay area wireless network access device AP, mobile phone is set
After the standby broadcast data packet for receiving wireless network access device AP, the information such as returning equipment MAC and RSSI signal value.
Preferably, specifically comprise the following steps: in step 3
Wireless network access device AP pre-processes data packet after the relevant information for obtaining cell phone apparatus；
Pretreated information is stored in SD card by wireless network access device AP, and is uploaded data packet according to setting and arrived
Data server.
Preferably, specifically comprise the following steps: in step 4
Data server receives data and converts to the RSSI signal value in data；
Data after conversion are stored in the database of data server by data server.
Preferably, specifically comprise the following steps: in step 5
Some wireless network access device AP is selected, video camera is installed in its periphery appropriate location, video camera can be net
Network video camera or USB video camera；
When video camera is web camera, video camera accesses internet or internal lan, captured view by cable
Frequency is according to by network transmission to processing server；
When video camera is USB video camera, video camera is connected to embedded type terminal equipment by USB, and terminal device directly obtains
It takes video data and is transferred to processing server；
The video camera ID of same position and wireless network access device AP are associated, related information is stored in data service
In device database.
Preferably, specifically comprise the following steps: in step 6
Carrying mobile phone user by when shooting with video-corder region of the video camera, shoot with video-corder scene video and be transferred to institute by video camera
State processing server；
Processing server obtains human face region in video by Face datection algorithm, extracts human face photo；
To schedule or the period uploads to human face photo on data server.
Preferably, specifically comprise the following steps: in step 7
To the MAC Address data with the wireless network access device AP of video camera onrelevant upload, data server is in number
According to searching whether that there are identical MAC Address in library, and if it exists, show that the cell phone apparatus belongs to and has record, directly update number
According to the record in library；If it does not exist, one is added new to be recorded in database；
Same cell phone apparatus (MAC Address) can match there are multiple human face photos, when these human face photos can be different
Between or different location acquisition；
If video camera only takes a face picture and the associated wireless network access device AP of synchronization is uploaded
MAC information only one, then human face photo can be associated with MAC, complete face and cell phone apparatus association；
If video camera only takes a face picture but the associated wireless network access device AP of synchronization is uploaded
When two or more MAC Address, is then first searched and recorded according to MAC Address, if it does not exist MAC Address, then add one
Item is recorded in database without the MAC of human face photo；MAC Address if it exists then continues for face picture to be compared, if comparing
It is identical that a record is then added.
Preferably, specifically comprise the following steps: in step 8
User selects a period, browses all records, or check record statistical information.If in record, there are face photographs
Piece, then human face photo can be shown by clicking record；
User selects a period and provides MAC Address, inquires all records of the corresponding MAC Address within the time,
It may be selected that all records are presented on map, and show the track of process in a manner of arrow；
User provides human face photo, can identify possible personal information according to human face photo, and provide the activity of the personnel
Record and track are presented.
Compared to the prior art, technical solution provided by the invention has the following beneficial effects:
The present invention is provided in the non-active a wide range of track acquisition method of cooperation personnel, based on the positioning of mobile phone WIFI signal and people
The mutual cooperation of face identification is being disposed with after the equipment such as normally-open wireless network access device and video camera, is carrying and open
It after the mobile phone user of WIFI enters monitor area, is cooperated on one's own initiative without user, this method can obtain human face photo and mobile phone automatically
The information such as the address MAC, cell phone apparatus passes through other wireless network access device AP institutes overlay area after being associated with, and can obtain pair
Mobile phone MAC information is answered, all data records can be obtained by data base querying, and can simultaneous display human face photo and track letter
Breath realizes the acquisition to the non-active a wide range of track of cooperation personnel.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present invention, constitutes a part of the invention, this hair
Bright illustrative embodiments and their description are used to explain the present invention, and are not constituted improper limitations of the present invention.In the accompanying drawings:
Fig. 1 is the non-active cooperation personnel provided in an embodiment of the present invention based on mobile phone WIFI signal positioning and recognition of face
The flow diagram of a wide range of track acquisition method.
Specific embodiment
In order to be clearer and more clear technical problems, technical solutions and advantages to be solved, tie below
Drawings and examples are closed, the present invention will be described in further detail.It should be appreciated that specific embodiment described herein is only used
To explain the present invention, it is not intended to limit the present invention.
In claims of the present invention, specification and above-mentioned attached drawing, unless otherwise specifically limited, such as using term " the
One ", " second " or " third " etc. are provided to distinguish different objects, be not use to describe a particular order.
In claims of the present invention, specification and above-mentioned attached drawing, such as using term " includes ", " having " and they
Deformation, it is intended that " including but not limited to ".
Referring to Fig. 1, embodiment of the present invention provide it is a kind of based on mobile phone WIFI signal positioning and recognition of face it is non-master
The dynamic a wide range of track acquisition method of cooperation personnel, the described method comprises the following steps:
Step S1: in regional scope to be collected, several wireless network access devices AP and a data clothes are installed
Business device.
In the present embodiment, the installation site of wireless network access device AP is predominantly located at the intersection of road or has weight
The position of facilities and equipment is wanted, deployment number is determined by the shape and area of facility and road in region to be collected, Mei Gedao
Deployment no less than 1 at road intersection or facility.If facility or crossing region area have exceeded the coverage area of AP, should fit
When the quantity for increasing AP；Meanwhile 500 meters or 1000 meters deployment, 1 equipment AP can be spaced for longer road.To guarantee to treat
Effective covering of acquisition.Each wireless network access device AP is connected to internet or internal lan by cable or optical fiber,
Realize interconnecting between each node of wireless network access device AP.Each wireless network access device AP should provide power supply
Power supply, power supply unit can be the conversions such as DC power supply, mobile power source or solar energy, wind energy power supply, and power supply need to have reliable steady
Pressure measure ensures the reliability service of equipment, prevents equipment damage.
Step S2: the user of carrying mobile phone is described at the region covered by the wireless network access device AP
Wireless network access device AP obtains the MAC Address and RSSI signal value of mobile phone by WIFI probe.
In the present embodiment, after the completion of wireless network access device AP deployment, scanning function is opened, is scanned by rotation
Mode detects each WIFI frequency range in overlay area, obtains the broadcast data packet of each equipment AP in each WIFI frequency range.Work as user
The cell phone apparatus for carrying unlatching WIFI function enters the overlay area wireless network access device AP, and cell phone apparatus receives wireless network
The broadcast data packet of network access device AP, then returning equipment relevant information, including equipment MAC and RSSI signal strength.
Step S3: the mobile phone MAC Address and RSSI signal value that the wireless network access device AP will acquire, which are packaged, to be uploaded
To the data server.
In the present embodiment, the WIFI probe in wireless network access device AP is in the relevant information for obtaining cell phone apparatus
Afterwards, data packet is pre-processed, removes invalid information, retain acquisition time, device mac address and signal strength etc..Wirelessly
Pretreated information is pre-stored in SD card by network access equipment AP, and to schedule or the period will be in SD card
Data packet increment upload onto the server on, or according to server requirement not timing upload data packet.
Step S4: the data server receives the upload data of wireless network access device AP, and will be in data
RSSI signal value is converted to distance of the cell phone apparatus apart from wireless network access device AP.
In the present embodiment, data server is managed Client wireless network access device AP in a manner of C/S,
And the data of client upload are received, the RSSI signal value in data to come up to upload is converted, and conversion formula is by experience
Data obtain, after dispose AP by measurement multiple groups fixed range AP equipment RSSI intensity, completion RSSI signal strength to away from
From mapping relations.To new RSSI signal value, directly complete to convert according to mapping relations.For completing the data storage of conversion
In the database of data server.
Step S5: video camera is installed in the ad hoc wireless networks position access device AP, passes through video camera for captured in real-time
Shoot with video-corder the pedestrian in range, it is desirable that the video camera disposed can take the face of clear and legible knowledge.
In the present embodiment, video camera can usually be deployed in area entry or feeder connection, set in wireless network access
The peripheral position of standby AP deployment, such as: within the scope of 1~3 meter of level, video camera being deployed in the place of about 2 meters to 3 meters of height, such as
Wall or post position, camera lens level slightly downwards shoot the positive plane video of pedestrian, video camera can be web camera or
USB video camera.When video camera is web camera, video camera accesses internet or internal lan by cable, passes through simultaneously
AC power source power supply.The video data of video camera shooting is by network transmission to processing server.When video camera is USB video camera,
Video camera is connected to embedded type terminal equipment by USB, and terminal device directly acquires video data and is transferred to processing server.
The video camera ID of same position and wireless network access device AP are associated, related information is stored in data server data library
In.
Step S6: the user of carrying mobile phone by the video camera when shooting with video-corder in range, on the video that video camera is shot with video-corder
Processing server is reached, the processing server processing video obtains human face photo and uploads to the data server.
In the present embodiment, it limits a people in video camera shooting area to pass through, carrying mobile phone user passes through institute in front
When stating camera position, video camera takes scene video frame when user passes through, and camera data is transferred to the processing clothes
Business device.The processing server detects human face region in video by Face datection algorithm, human face photo is extracted, when by shooting
Between, camera apparatus ID etc. be uploaded to data server after compressing together with photo.Face datection result is to schedule or all
Phase uploads to data packet increment on data server, or uploads data packet according to server requirement not timing.
Step S7: the data server is uploaded the same position same time by wireless network access device AP
It MAC Address and is stored in database after being associated by the human face photo that camera apparatus is uploaded.
In the present embodiment, data server receives the letter such as MAC Address that wireless network access device AP is uploaded
The human face photo etc. that breath and camera server equipment upload, utilizes the pass of wireless network access device AP and video camera ID
Join information, the MAC Address data of the human face photo data at same time point and cell phone apparatus are associated by data server.It is right
The MAC Address data uploaded with the wireless network access device AP of video camera onrelevant, data server are searched in the database
With the presence or absence of identical MAC Address, and if it exists, show that the cell phone apparatus belongs to and has record, directly the note more in new database
Record；If it does not exist, one is added new to be recorded in database.Same cell phone apparatus (address MAC) can match that there are multiple people
Face photo, these human face photos can be different time or different location acquisition；If video camera only takes a face figure
The MAC information that piece and the associated wireless network access device AP of synchronization are uploaded only one, then can be by human face photo
It is associated with MAC, completes the association of face and cell phone apparatus；If video camera only takes a face picture but synchronization is related
When the wireless network access device AP of connection uploads two or more MAC Address, is then first searched and remembered according to MAC Address
It records, if it does not exist MAC Address, then only MAC is recorded in database for addition one；MAC Address and human face photo if it exists, then
Face picture is compared, a record is added if comparison is identical.
Step S8: user inquires or browses to the database data of the data server, display human face photo and
Track.
In the present embodiment, user selects a period, browses all records, or check record statistical information.If
There are human face photos in record, then human face photo can be shown by clicking record；User selects a period and provides MAC Address,
All records of the corresponding MAC Address within the time are inquired, may be selected that all records are presented on map, and show in a manner of arrow
Show by track.User provides human face photo, can identify possible personal information according to human face photo, and provide the personnel's
Activation record and track are presented.
The preferred embodiment of the present invention has shown and described in above description, as previously described, it should be understood that the present invention is not office
Be limited to form disclosed herein, should not be regarded as an exclusion of other examples, and can be used for various other combinations, modification and
Environment, and can be changed within that scope of the inventive concept describe herein by the above teachings or related fields of technology or knowledge
It is dynamic.And changes and modifications made by those skilled in the art do not depart from the spirit and scope of the present invention, then it all should be appended by the present invention
In scope of protection of the claims.
Claims (9)
1. a kind of a wide range of track acquisition method of non-active cooperation personnel, characterized by the following steps:
Step 1: in regional scope to be collected, installing wireless network network access device AP and data server；
Step 2: the user of carrying mobile phone is described wireless at the region covered by the wireless network access device AP
Network access equipment AP obtains the MAC Address and RSSI signal value of mobile phone by WIFI probe；
Step 3: mobile phone MAC Address and RSSI the signal value packing that the wireless network access device AP will acquire upload to institute
State data server；
Step 4: the data server receives the upload data of wireless network access device AP, and the RSSI in data is believed
Number value is converted to distance of the cell phone apparatus apart from wireless network access device AP；
Step 5: video camera is installed in the ad hoc wireless networks position access device AP, is shot with video-corder for captured in real-time by video camera
Pedestrian in range, it is desirable that the video camera disposed can take the face of clear and legible knowledge；
Step 6: when shooting with video-corder in range by the video camera, the video that video camera is shot with video-corder is uploaded to the user of carrying mobile phone
Processing server, the processing server processing video obtain human face photo and upload to the data server；
Step 7: the data server by the same position same time by the wireless network access device AP MAC uploaded
It location and is stored in database after being associated by the human face photo that camera apparatus is uploaded；
Step 8: user inquires or browses to the database data of the data server, shows human face photo and track.
2. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 1
In specifically comprise the following steps:
The installation site of wireless network access device AP appropriate is selected, guarantees effective covering to pickup area；
Each wireless network access device AP is connected to internet by cable or optical fiber or internal lan realization is interconnected；
Power supply power supply should be provided for each wireless network access device AP, ensures effective operation of apparatus.
3. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 2
In specifically comprise the following steps:
Wireless network access device AP detects each WIFI frequency range in overlay area by rotation scanning mode, obtains each WIFI
The broadcast data packet of each equipment AP in frequency range；
When the cell phone apparatus that user carries unlatching WIFI function enters the overlay area wireless network access device AP, cell phone apparatus is connect
After the broadcast data packet for receiving wireless network access device AP, the information such as returning equipment MAC and RSSI signal value.
4. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 3
In specifically comprise the following steps:
Wireless network access device AP pre-processes data packet after the relevant information for obtaining cell phone apparatus；
Pretreated information is stored in SD card by wireless network access device AP, and uploads data packet to data according to setting
Server.
5. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 4
In specifically comprise the following steps:
Data server receives data and converts to the RSSI signal value in data；
Data after conversion are stored in the database of data server by data server.
6. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 5
In specifically comprise the following steps:
Some wireless network access device AP is selected, video camera is installed in its periphery appropriate location, video camera can be network and take the photograph
Camera or USB video camera；
When video camera is web camera, video camera accesses internet or internal lan, captured video counts by cable
According to by network transmission to processing server；
When video camera is USB video camera, video camera is connected to embedded type terminal equipment by USB, and terminal device directly acquires view
Frequency evidence is simultaneously transferred to processing server；
The video camera ID of same position and wireless network access device AP are associated, related information is stored in data server number
According in library.
7. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 6
In specifically comprise the following steps:
Carrying mobile phone user by when shooting with video-corder region of the video camera, shoot with video-corder scene video and be transferred to the place by video camera
Manage server；
Processing server obtains human face region in video by Face datection algorithm, extracts human face photo；
To schedule or the period uploads to human face photo on data server.
8. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 7
In specifically comprise the following steps:
To the MAC Address data with the wireless network access device AP of video camera onrelevant upload, data server is in database
In search whether that there are identical MAC Address, and if it exists, show that the cell phone apparatus belongs to and has record, directly more new database
In record；If it does not exist, one is added new to be recorded in database；
Same cell phone apparatus (MAC Address) can match there are multiple human face photos, these human face photos can be different time or
Different location acquisition；
The MAC that if video camera only takes a face picture and the associated wireless network access device AP of synchronization is uploaded
Information only one, then human face photo can be associated with MAC, complete face and cell phone apparatus association；If video camera is only clapped
It takes the photograph to a face picture but the associated wireless network access device AP of synchronization uploads two or more MAC
It when address, is then first searched and is recorded according to MAC Address, if it does not exist MAC Address, then add the MAC record without human face photo
Into database；MAC Address if it exists then continues for face picture to be compared, and a record is added if comparison is identical.
9. a wide range of track acquisition method of non-active cooperation personnel according to claim 1, it is characterised in that: in step 8
In specifically comprise the following steps:
User selects a period, browses all records, or check record statistical information.If there are human face photo in record,
Human face photo can be shown by then clicking record；
User selects a period and provides MAC Address, inquires all records of the corresponding MAC Address within the time, optional
It selects and all records is presented on map, and show the track of process in a manner of arrow；
User provides human face photo, can identify possible personal information according to human face photo, and provide the activation record of the personnel
It is presented with track.
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| CN111065044A (en) * | 2019-10-30 | 2020-04-24 | 武汉烽火众智数字技术有限责任公司 | Big data based data association analysis method and device and computer storage medium |
| CN111582983A (en) * | 2020-05-07 | 2020-08-25 | 悠尼客(上海)企业管理有限公司 | Personalized control method based on face recognition and customer behaviors |
| CN111601254A (en) * | 2020-04-16 | 2020-08-28 | 深圳市优必选科技股份有限公司 | Target tracking method and device, storage medium and intelligent equipment |
| CN111615062A (en) * | 2020-05-12 | 2020-09-01 | 博康云信科技有限公司 | Target person positioning method and system based on collision algorithm |
| CN114187690A (en) * | 2021-11-30 | 2022-03-15 | 深圳市研锐智能科技有限公司 | Enterprise network security protection device based on centralized control probe system |
| CN117454199A (en) * | 2023-12-20 | 2024-01-26 | 北京数原数字化城市研究中心 | Track association method, system, electronic device and readable storage medium |
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