CN109523796A - The method for often using rider using information of vehicles and wireless network card address information - Google Patents
The method for often using rider using information of vehicles and wireless network card address information Download PDFInfo
- Publication number
- CN109523796A CN109523796A CN201811464263.2A CN201811464263A CN109523796A CN 109523796 A CN109523796 A CN 109523796A CN 201811464263 A CN201811464263 A CN 201811464263A CN 109523796 A CN109523796 A CN 109523796A
- Authority
- CN
- China
- Prior art keywords
- information
- mac
- vehicle
- mac address
- rider
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/017—Detecting movement of traffic to be counted or controlled identifying vehicles
- G08G1/0175—Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/096877—Systems involving transmission of navigation instructions to the vehicle where the input to the navigation device is provided by a suitable I/O arrangement
- G08G1/096883—Systems involving transmission of navigation instructions to the vehicle where the input to the navigation device is provided by a suitable I/O arrangement where input information is obtained using a mobile device, e.g. a mobile phone, a PDA
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/123—Traffic control systems for road vehicles indicating the position of vehicles, e.g. scheduled vehicles; Managing passenger vehicles circulating according to a fixed timetable, e.g. buses, trains, trams
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/06—Authentication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/024—Guidance services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/029—Location-based management or tracking services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/40—Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L2101/00—Indexing scheme associated with group H04L61/00
- H04L2101/60—Types of network addresses
- H04L2101/618—Details of network addresses
- H04L2101/622—Layer-2 addresses, e.g. medium access control [MAC] addresses
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Security & Cryptography (AREA)
- Traffic Control Systems (AREA)
Abstract
The invention proposes the methods for often using rider using information of vehicles and wireless network card address information, the following steps are included: determining overlapping collection point according to navigation map, extract from the overlapping collection point by extracting the acquisition data generated within the scope of specified time in the capturing vehicle information system and MAC probe acquisition system；The acquisition data are carried out slice statistics sequentially in time, and calculate Duplication by the mobile terminal MAC Address for importing vehicle image and acquisition；Reference threshold is set, when the Duplication for calculating certain resulting MAC falls into the reference threshold；Operator's register information of its mobile phone can be traced back to by MAC Address, determines the identity register information of common driver, realize common rider's association.Break legacy system and attempts the single limitation for relying on recognition of face when identification vehicle drive people/passenger.Realize the search in the case where cleaning figure information scene can not be obtained to common rider's identity information.
Description
Technical field
The present invention relates to information to assist investigative technique field, in particular to a kind of to utilize information of vehicles and wireless network card address
The method for being associated with common rider.
Background technique
In real process, mobile phone is portable communication equipment, is by surfing Internet with cell phone, passenger inside the vehicle is in riding process
In routine operation.And in existing information auxiliary investigative technique, the identity identification for vehicle interior personnel is a difficult point.
The reason is that identification identification at present is substantially the recognition of face dependent on image/video bayonet, that is to say, that in following feelings
This mode is difficult to complete identification under condition:
Speed is too fast
Picture catching light environment is insufficient
Driver blocks face using sunglasses/cap
Target person is in heel row
Therefore, the identity identification for relying on monitoring image progress vehicle interior personnel merely is not easy to realize.It is badly in need of one kind
It, can also be to the method for common rider's information progress identity search when figure information can not be obtained.
Summary of the invention
The purpose of the present invention aims to solve at least one of the technological deficiency.
To achieve the goals above, the embodiment of one aspect of the present invention provides a kind of using information of vehicles and wireless network card
The method that location is associated with common rider, comprising the following steps:
S1, determine that overlapping collection point, the overlapping collection point are in same or similar geographical location according to navigation map
Above while it being provided with capturing vehicle information system and MAC probe equipment, determines and be overlapped behind collection point and to capturing vehicle information system
System and MAC probe equipment are associated and Unified number；
S2, it extracts from the overlapping collection point by the capturing vehicle information system and MAC probe acquisition system
Extract the acquisition data generated within the scope of specified time；The acquisition data include the vehicle captured by capturing vehicle information system
Image and the mobile terminal MAC Address obtained by MAC probe equipment；
S3, the mobile terminal MAC Address for importing vehicle image and acquisition, sequentially in time carry out the acquisition data
Slice statistics, including vehicle image slice statistics and MAC Address slice statistics；The vehicle image slice statistics, for j points
Clock is interval, obtains the slice record that certain all license plate occur, repeatedly occurs in j minutes only primary；The MAC Address is cut
Piece statistics, in k minutes, finding the MAC Address occurred before and after the time point that each vehicle occurs；In k minutes
The MAC repeatedly occurred only counts primary；Wherein, j and k is the slice time, and unit is minute；
S4, statistics and MAC Address slice statistics are sliced to above-mentioned vehicle image, according to preset date range, statistics MAC
Occur and vehicle occur being overlapped number most preceding t as a result, simultaneously calculating Duplication according to the following equation:
The Duplication of certain MAC=certain MAC while frequency of occurrence/certain license plate frequency of occurrence；
S5, setting reference threshold, when the Duplication for calculating certain resulting MAC falls into the reference threshold；MAC can be passed through
Operator's register information of its mobile phone is traced back in address, determines the identity register information of common driver, realizes common rider
It is associated with or is determined that it is noise data, is repeated the above steps, is calculated again.
Preferably, in step s 2 further include step S201, the mobile terminal MAC Address of acquisition is screened, including
According to following preset condition:
(1), when the MAC Address appear in n or more place (n for fixed point MAC filtration parameter, n >=1, when being often taken as 3),
Judge the MAC Address corresponding device for non-" fixed point " equipment；
(2), occur (m is resident MAC filtration parameter, 0 < m < 24) when duration is less than m small daily when the MAC Address is average
When, judge the MAC Address corresponding device for non-" resident " equipment；
(3), the non-fixed point of selection and non-resident MAC Address execute the operation of step S3.
It in above-mentioned any one is preferably in embodiment, in step s 201 further includes the mobile terminal to acquisition
MAC Address carries out the screening of MAC Address manufacturer's information, filters out the address of non-mobile phone manufacturer.
It in above-mentioned any one is preferably in embodiment, in step s 2 further includes step S202, to the vehicle of acquisition
Image carries out information sifting: carrying out feature extraction to vehicle image, according to preset investigation condition, quickly positions investigation condition
License plate in corresponding vehicle image.
It in above-mentioned any one is preferably in embodiment, carrying out feature extraction to vehicle image includes following key
Word: rider's figure and features feature, type of vehicle, vehicle color, special vehicle.
It in above-mentioned any one is preferably in embodiment, in step s3, imports the movement of vehicle image and acquisition
Before terminal MAC address, the acquisition time of capturing vehicle information system and MAC probe equipment is calibrated.
It in above-mentioned any one is preferably in embodiment, in step s 6, the reference threshold, according to following judgement
Condition is judged:
When Duplication is greater than 50%, mobile terminal MAC Address property relevant with vehicle；
When Duplication is between 15%-50%, the relevance of the mobile terminal MAC Address and vehicle is that the vehicle has
Multiple common drivers or multiple devices；
When mostly noise data of the Duplication less than 10%.
Above-mentioned any one be in embodiment preferably, in step sl, the overlapping collection point for identical or
Capturing vehicle information system and MAC probe equipment are provided on similar geographical location simultaneously.
It in above-mentioned any one is preferably in embodiment, the wireless network card by opening mobile terminal switchs, described
MAC probe equipment can obtain the MAC Address of all wireless network cards.
What is provided according to embodiments of the present invention a kind of often uses rider's using information of vehicles and wireless network card address information
Method has at least the following advantages compared to existing rider's personal identification method:
1, break legacy system and attempt the single limitation for relying on recognition of face when identification vehicle drive people/passenger.It realizes
Search in the case where cleaning figure information scene can not be obtained to common rider's identity information.
2, it using this method once it is determined that vehicle often uses the high concerned MAC address of driver, then can be traced by MAC Address
To operator's register information of its mobile device, that is, determine the identity register information of common driver；It is convenient and efficient.
3, using this method once it is determined that the high concerned MAC address of driver is commonly used, even if setting not disposing Image Acquisition
Standby, only MAC acquires the area of equipment, can also draw its complete path locus.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partially become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect of the invention and advantage will become from the description of the embodiment in conjunction with the following figures
Obviously and it is readily appreciated that, in which:
Fig. 1 is a kind of process for the method that rider is often used using information of vehicles and wireless network card address information of the present invention
Figure；
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
As shown in Figure 1, a kind of of the embodiment of the present invention often uses rider using information of vehicles and wireless network card address information
Method, comprising the following steps:
S1, determine that overlapping collection point, the overlapping collection point are in same or similar geographical location according to navigation map
Above while it being provided with capturing vehicle information system and MAC probe equipment, determines overlapping collection point and to capturing vehicle information system
Simultaneously Unified number is associated with MAC probe equipment；By opening the wireless network card switch of mobile terminal, the MAC probe is set
The standby MAC Address that can obtain all wireless network cards.
S2, it extracts from the overlapping collection point by the capturing vehicle information system and MAC probe acquisition system
Extract the acquisition data generated within the scope of specified time；The acquisition data include the vehicle captured by capturing vehicle information system
Image and the mobile terminal MAC Address obtained by MAC probe equipment；
Further, in step s 2 further include step S201, the mobile terminal MAC Address of acquisition screened,
Including according to following preset condition:
(1), when the MAC Address appear in n or more place (n for fixed point MAC filtration parameter, n >=1, when being often taken as 3),
Judge the MAC Address corresponding device for non-" fixed point " equipment；
(2), occur (m is resident MAC filtration parameter, 0 < m < 24) when duration is less than m small daily when the MAC Address is average
When, judge the MAC Address corresponding device for non-" resident " equipment；
(3), the non-fixed point of selection and non-resident MAC Address execute the operation of step S3.
Further include that the screening of MAC Address manufacturer's information is carried out to the mobile terminal MAC Address of acquisition, filters out non-mobile phone manufacture
The address of manufacturer, it should be noted that MAC Address can be forged.If MAC is rewritten as the ground of other manufacturers by target
Location, subsequent operation will be unable to collide the equipment, therefore can selectively carry out to the screening of non-mobile phone manufacturer.
Further, in step s 2 further include step S202, information sifting is carried out to the vehicle image of acquisition: to vehicle figure
As carrying out feature extraction, according to preset investigation condition, the license plate in vehicle image corresponding to investigation condition is quickly positioned.It is right
It includes following keyword that vehicle image, which carries out feature extraction: rider's figure and features feature, type of vehicle, vehicle color, special vehicle.
It should be noted that preset investigation condition can be inquired according to keyword, as investigation is only limitted to certain model or certain class vehicle
(such as yellow card vehicle/bus/taxi) corresponding with information as needed can then filter.Collision efficiency can be increased in this way
And the accuracy of collision.In addition in certain image capturing systems, there are the data entries of Car license recognition failure, at this moment will
Such data cleansing is fallen.
S3, the mobile terminal MAC Address for importing vehicle image and acquisition, sequentially in time carry out the acquisition data
Slice statistics, including vehicle image slice statistics and MAC Address slice statistics；
Wherein, vehicle image slice statistics, the slice record occurred for, for interval, obtaining certain all license plate with j minutes,
What is repeatedly occurred in j minutes is only primary；J is the slice time, such as 5 minutes desirable.
The MAC Address slice statistics, in k minutes, searching to be all out before and after the time point that each vehicle occurs
The MAC Address now crossed；The MAC repeatedly occurred in k minutes only counts primary；Wherein, j and k is the slice time, and unit is point
Clock；K is MAC search time interval, such as 2 minutes desirable)
It should be noted that in step s3, import before vehicle image and the mobile terminal MAC Address of acquisition, it school
The acquisition time of quasi- capturing vehicle information system and MAC probe equipment
S4, statistics and MAC Address slice statistics are sliced to above-mentioned vehicle image, according to preset date range, statistics MAC
Occur and vehicle occur being overlapped number most preceding t as a result, simultaneously calculating Duplication according to the following equation:
The Duplication of certain MAC=certain MAC while frequency of occurrence/certain license plate frequency of occurrence；Higher Duplication is Gao Xiangguan
Property as a result, corresponding accuracy is also higher.It is verified through test of many times, under the premise of guaranteeing certain total collision frequency (approximately more than
200 times)
S5, setting reference threshold, when the Duplication for calculating certain resulting MAC falls into the reference threshold；MAC can be passed through
Operator's register information of its mobile phone is traced back in address, is compared by rider's figure and features feature with candid photograph, determines common
The identity register information of driver realizes common rider's association or determines that it is noise data, repeats the above steps, again
It calculates.
In one embodiment of the invention, the reference threshold is judged according to following Rule of judgment:
When Duplication is greater than 50%, mobile terminal MAC Address property relevant with vehicle, and relevance is stronger, can lead to
Operator's register information that MAC Address traces back to its mobile phone is crossed, determines the identity register information of common driver, realizes common multiply
Vehicle people association.
When Duplication is between 15%-50%, the relevance of the mobile terminal MAC Address and vehicle is that the vehicle has
Multiple common drivers or multiple devices；It, can according to collision calculation as a result, if Duplication is always maintained at interval number value thus
According to the MAC Address of mobile terminal, to transfer each MAC Address respectively in the information of operator's typing, it is associated with rider.
When mostly noise data of the Duplication less than 10%.Correlation is inferred and is not much reference value, in repetition
Step is stated, is calculated again.
Using the data of two kinds of dimensions of information of vehicles and wireless network card address, legacy system is broken and has attempted to identify that vehicle is driven
Sail the single limitation for relying on recognition of face when people/passenger.It realizes and multiplies in the case where cleaning figure information scene can not be obtained to common
The search of vehicle people's identity information.Once determining that vehicle often uses the high concerned MAC address of driver by this method, then can pass through
MAC Address traces back to operator's register information of its mobile phone, that is, determines the identity register information of common driver.Pass through vehicle
High concerned MAC address distribution situation, driving/distribution situation of the deducibility vehicle in a certain period driver.Once passing through this
Scheme determines the high concerned MAC address of common driver, even if not disposing image capture device, only MAC acquires equipment
Area can also draw its complete path locus.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiment or examples in can be combined in any suitable manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art are not departing from the principle of the present invention and objective
In the case where can make changes, modifications, alterations, and variations to the above described embodiments within the scope of the invention.The scope of the present invention
By appended claims and its equivalent limit.
Claims (9)
1. a kind of method for often using rider using information of vehicles and wireless network card address information, which is characterized in that including following
Step:
S1, overlapping collection point is determined according to navigation map, determine and be overlapped behind collection point and capturing vehicle information system and MAC are visited
Needle equipment is associated and Unified number；
S2, it extracts from the overlapping collection point by being extracted in the capturing vehicle information system and MAC probe acquisition system
The acquisition data generated within the scope of specified time；The acquisition data include the vehicle image captured by capturing vehicle information system
With the mobile terminal MAC Address obtained by MAC probe equipment；
The acquisition data, are sliced by S3, the mobile terminal MAC Address for importing vehicle image and acquisition sequentially in time
Statistics, including vehicle image slice statistics and MAC Address slice statistics；The vehicle image slice statistics, for being with j minutes
Interval obtains the slice record that certain all license plate occur, repeatedly occurs in j minutes only primary；The MAC Address slice system
Meter, in k minutes, finding the MAC Address occurred before and after the time point that each vehicle occurs；In k minutes repeatedly
The MAC of appearance only counts primary；Wherein, j and k is the slice time, and unit is minute；
S4, it is sliced statistics and MAC Address slice statistics to above-mentioned vehicle image, according to preset date range, counts MAC and occur
It is a as a result, simultaneously calculating Duplication according to the following equation to there is the most preceding t of overlapping number with vehicle:
Duplication=the MAC while frequency of occurrence/license plate frequency of occurrence of MAC；
S5, setting reference threshold, when the Duplication for calculating certain resulting MAC falls into the reference threshold；MAC Address can be passed through
Operator's register information of its mobile phone is traced back to, determines the identity register information of common driver, realizes common rider's association
Or noise data is determined that it is, it repeats the above steps, calculates again.
2. the method according to claim 1 for often using rider using information of vehicles and wireless network card address information, special
Sign is, in step s 2 further includes step S201, screens to the mobile terminal MAC Address of acquisition, including according to following
Preset condition:
(1), when the MAC Address appear in n or more place (n for fixed point MAC filtration parameter, n >=1, when being often taken as 3), judgement
The MAC Address corresponding device is non-" fixed point " equipment；
(2), when the MAC Address is average occurs (m is resident MAC filtration parameter, 0 < m < 24) when duration is less than m small daily,
Judge the MAC Address corresponding device for non-" resident " equipment；
(3), the non-fixed point of selection and non-resident MAC Address execute the operation of step S3.
3. the method according to claim 2 for often using rider using information of vehicles and wireless network card address information, special
Sign is, in step s 201 further includes carrying out the screening of MAC Address manufacturer's information, filtering to the mobile terminal MAC Address of acquisition
The address of Diao Fei mobile phone manufacturer.
4. the method according to claim 1 for often using rider using information of vehicles and wireless network card address information, special
Sign is, in step s 2 further includes step S202, carries out information sifting to the vehicle image of acquisition:
Feature extraction is carried out to vehicle image, according to preset investigation condition, quickly positions vehicle figure corresponding to investigation condition
License plate as in.
5. the method according to claim 4 for often using rider using information of vehicles and wireless network card address information, special
Sign is, carrying out feature extraction to vehicle image includes following keyword: rider's figure and features feature, type of vehicle, vehicle color,
Special vehicle.
6. the method according to claim 1 for often using rider using information of vehicles and wireless network card address information, special
Sign is, in step s3, imports before vehicle image and the mobile terminal MAC Address of acquisition, to calibrate capturing vehicle information
The acquisition time of system and MAC probe equipment.
7. the method according to claim 1 for often using rider using information of vehicles and wireless network card address information, special
Sign is that in step s 6, the reference threshold is judged according to following Rule of judgment:
When Duplication is greater than 50%, mobile terminal MAC Address property relevant with vehicle；
When Duplication is between 15%-50%, the relevance of the mobile terminal MAC Address and vehicle is that the vehicle has multiple
Common driver or multiple devices；
When mostly noise data of the Duplication less than 10%.
8. the method according to claim 1 for often using rider using information of vehicles and wireless network card address information, special
Sign is that in step sl, the overlapping collection point is to be provided with information of vehicles simultaneously on same or similar geographical location
Capturing system and MAC probe equipment.
9. the method according to claim 8 for often using rider using information of vehicles and wireless network card address information, special
Sign is that the wireless network card by opening mobile terminal switchs, and the MAC probe equipment can obtain all wireless network cards
MAC Address.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811464263.2A CN109523796A (en) | 2018-12-03 | 2018-12-03 | The method for often using rider using information of vehicles and wireless network card address information |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811464263.2A CN109523796A (en) | 2018-12-03 | 2018-12-03 | The method for often using rider using information of vehicles and wireless network card address information |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109523796A true CN109523796A (en) | 2019-03-26 |
Family
ID=65793971
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811464263.2A Pending CN109523796A (en) | 2018-12-03 | 2018-12-03 | The method for often using rider using information of vehicles and wireless network card address information |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109523796A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113112808A (en) * | 2021-04-19 | 2021-07-13 | 重庆交通大学 | Expressway human-vehicle traffic sensing method based on 4G probe |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101123006A (en) * | 2006-08-09 | 2008-02-13 | 北京握奇数据系统有限公司 | ETC system roadside unit based on WLAN and charging method |
| KR20110009963A (en) * | 2009-07-23 | 2011-01-31 | 김형배 | Wireless-recognition device using car |
| CN106303399A (en) * | 2015-05-12 | 2017-01-04 | 杭州海康威视数字技术股份有限公司 | The collection of vehicle image data, offer method, equipment, system and server |
| CN106504162A (en) * | 2016-10-14 | 2017-03-15 | 北京锐安科技有限公司 | Same pedestrian's association analysis method and device based on station MAC scan datas |
| CN107645709A (en) * | 2017-09-28 | 2018-01-30 | 浙江大华技术股份有限公司 | A kind of method and device for determining personal information |
-
2018
- 2018-12-03 CN CN201811464263.2A patent/CN109523796A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101123006A (en) * | 2006-08-09 | 2008-02-13 | 北京握奇数据系统有限公司 | ETC system roadside unit based on WLAN and charging method |
| KR20110009963A (en) * | 2009-07-23 | 2011-01-31 | 김형배 | Wireless-recognition device using car |
| CN106303399A (en) * | 2015-05-12 | 2017-01-04 | 杭州海康威视数字技术股份有限公司 | The collection of vehicle image data, offer method, equipment, system and server |
| CN106504162A (en) * | 2016-10-14 | 2017-03-15 | 北京锐安科技有限公司 | Same pedestrian's association analysis method and device based on station MAC scan datas |
| CN107645709A (en) * | 2017-09-28 | 2018-01-30 | 浙江大华技术股份有限公司 | A kind of method and device for determining personal information |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113112808A (en) * | 2021-04-19 | 2021-07-13 | 重庆交通大学 | Expressway human-vehicle traffic sensing method based on 4G probe |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105279971B (en) | A kind of information of vehicles matching process, system and supervising device | |
| CN107967806A (en) | Vehicle fake-license detection method, device, readable storage medium storing program for executing and electronic equipment | |
| CN104766479A (en) | Automobile identity recognition method and device based on ultrahigh frequency radio frequency and video image dual-recognition matching | |
| CN108734967B (en) | Method, device and system for monitoring illegal vehicle | |
| CN110866479A (en) | Method, device and system for detecting that motorcycle driver does not wear helmet | |
| CN104751668B (en) | Traffic information management system | |
| CN110723432A (en) | Garbage classification method and augmented reality equipment | |
| CN103927886A (en) | System and method for monitoring illegal speeding of key transport vehicle | |
| CN107977421A (en) | The method and device of fake-licensed car analysis is carried out based on big data | |
| CN110517500B (en) | Man-vehicle association processing method and device | |
| CN106128113A (en) | The recognition methods of fake license plate vehicle and device | |
| CN107749856A (en) | Identify the method and system illegally driven | |
| CN103914682A (en) | Vehicle license plate recognition method and system | |
| CN105551261A (en) | False-license-plate vehicle detection method and system | |
| CN109754610A (en) | vehicle monitoring method and device | |
| CN101593418A (en) | Method for associative search of suspected vehicles | |
| CN105448105A (en) | Patrol police vehicle-based monitoring system | |
| CN109637147A (en) | Vehicle electronics, the server, method collected evidence | |
| CN110620760A (en) | FlexRay bus fusion intrusion detection method and detection device for SVM (support vector machine) and Bayesian network | |
| CN110956822B (en) | Fake-licensed vehicle identification method and device, electronic equipment and readable storage medium | |
| CN106571040A (en) | Suspicious vehicle confirmation method and equipment | |
| CN109523796A (en) | The method for often using rider using information of vehicles and wireless network card address information | |
| CN112818724A (en) | Method, device, equipment and storage medium for identifying non-programmed driving or non-programmed escort | |
| CN113408364B (en) | Temporary license plate recognition method, system, device and storage medium | |
| CN104077924A (en) | Reverse vehicle finding system and method |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190326 |