CN106781518A - The violation detection method of electric motor car - Google Patents

The violation detection method of electric motor car Download PDF

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Publication number
CN106781518A
CN106781518A CN201611195731.1A CN201611195731A CN106781518A CN 106781518 A CN106781518 A CN 106781518A CN 201611195731 A CN201611195731 A CN 201611195731A CN 106781518 A CN106781518 A CN 106781518A
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violation
vehicle
electric motor
motor car
cloud platform
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CN106781518B (en
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杨国青
姜旭锋
吕攀
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JIANGSU RADISH TRANSPORTATION TECHNOLOGY Co Ltd
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JIANGSU RADISH TRANSPORTATION TECHNOLOGY Co Ltd
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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/017Detecting movement of traffic to be counted or controlled identifying vehicles
    • G08G1/0175Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)

Abstract

The present invention relates to vehicle technology field, particularly provide a kind of violation detection method of electric motor car, the right of report is opened to masses, when informer will shoot the time of the photo connection shooting for having violation vehicle, place and shooting angle send to vehicle cloud platform together, and present position and time can be uploaded to vehicle cloud platform by each electric motor car, vehicle cloud platform contrasts the data one that informer and electric motor car send, violation vehicle can just be found, realize travelling electric motor car in violation of rules and regulations the monitoring of behavior, constrain the driving behavior of electric motor car driver, improve electric motor car driver drives vehicle awareness of safety, reduce the incidence of traffic accident, there is positive effect to further genralrlization electric motor car.

Description

The violation detection method of electric motor car
Technical field
The present invention relates to vehicle technology field, more particularly to a kind of electric motor car violation detection method.
Background technology
The constantly soaring of car ownership has triggered a series of problems.Most of automobile burning gasoline, diesel oil, natural gas etc. Fossil fuel, the reserves of fossil fuel are limited, enormous amounts and ever-increasing automobile quantity makes energy crisis on the earth It is increasingly serious.General 1500kg of weight of orthodox car or so, payload only has 100kg or so, and most of energy waste exists In invalid load, serious energy waste is caused.In addition, orthodox car is bulky, general automobile floor space about 10 is flat Square rice, the growth of automobile quantity causes that the nervous problem of traffic congestion and parking stall is increasingly severe.
In recent years, electric motor car is welcome by more and more consumers.Electric motor car price is lower than orthodox car, for electronic Expense of the expense that car charges also than automobile fuel filler is low;Electric motor car is flexibly compact, in Non-motorized vehicle lane running, is not generally encountered with Traffic jam, is also easier to find parking stall;Electric motor car does not have exhaust emissions, does not pollute the environment.
As electric motor car recoverable amount steeply rises, due to the weak caused traffic thing of electric motor car driver drives vehicle awareness of safety Therefore it is multiple, cause and its severe social influence.But because current electric motor car violation information is not joined with traffic monitoring department Dynamic, the dangerous driving behavior of electric motor car driver cannot be monitored effectively, and car plate in electric motor car is smaller, residing position Put relatively low, monitoring camera is difficult clearly to capture the information on car plate, and electric motor car is often on bicycle lane Traveling, further increases the difficulty of monitoring.
The content of the invention
The technical problem to be solved in the present invention is:For at present for the more difficult monitoring of the unlawful practice of electric motor car, the present invention Solved the above problems there is provided a kind of violation detection method of electric motor car.
The technical solution adopted for the present invention to solve the technical problems is:A kind of violation detection method of electric motor car, including Following steps:
S1, electric motor car and vehicle cloud platform keep telecommunication, and electric motor car sends once real-time every time T to vehicle cloud platform The first position coordinate of acquisition, vehicle cloud platform record receives the first time point during first position coordinate every time;
S2, intelligent terminal shoot violation photo, have at least one violation vehicle in the violation photo, and intelligent terminal will shoot Second time point of violation photo, second place coordinate and shooting direction are bound with the violation photo;
S3, intelligent terminal send to car the second time point of violation photo and its binding, second place coordinate and shooting direction Cloud platform;
S4, vehicle cloud platform calculate violation region according to second place coordinate and shooting direction, and determine that the violation time is the Preceding n minutes of two time points and it is latter n minutes between;
S5, vehicle cloud platform are by first time point is within the violation time and first position coordinate is in violation region all electricity Motor-car regards as suspect vehicle, and then the car plate of violation vehicle in violation photo is identified and number to be compared is obtained, and The license plate number of all suspect vehicles is matched with number to be compared one by one, by matching degree maximum and in the suspicious car of more than A% Two regard as violation vehicle..
Preferably, setting up vehicle database in vehicle cloud platform, be stored with some groups of cars in the vehicle database Information, the information of vehicles includes vehicle model, license plate number, holder's identity information, the first position coordinate and described First time point, in the step S1, first position coordinate and the first time point of record that vehicle cloud platform will be received Update correspondence electric motor car information of vehicles in;In the step S5, vehicle cloud platform is inquired about from the vehicle database Meet violation region and the electric motor car of violation time and regarded as suspect vehicle simultaneously.
Preferably, violation vehicle database is set up in vehicle cloud platform, if the violation vehicle database purchase has Dry violation vehicle information, the violation vehicle information includes that violation license plate number and at least one is recorded in violation of rules and regulations, the violation note Record includes violation position coordinates and violation time point;
The violation detection method of this electric motor car also includes that step S6, vehicle cloud platform will regard as the license plate number work of violation vehicle For target searches whether there is the consistent violation license plate number of number in the violation vehicle database, if there is then by this The first position coordinate and first time point of violation generate one and record in violation of rules and regulations simultaneously as violation position coordinates and violation time point It is added in corresponding violation vehicle information;If it does not exist, then by the first position coordinate and first time point of this violation One is generated as violation position coordinates and violation time point record and new to be disobeyed as one together with this violation license plate number in violation of rules and regulations Rule information of vehicles is added in the vehicle database.
Preferably, setting up report database in vehicle cloud platform, the report database includes several offence reporting letters Breath, the report information includes informer No. ID, checking password and at least one report record, and the report record includes report Violation license plate number, violation position coordinates and violation time point;
The violation detection method of this electric motor car also includes step S7, vehicle cloud platform by the violation license plate number of this violation, the One position coordinates and first time point are added in the report information as a report record.
Preferably, in the step S2, intelligent terminal sits the violation photo, the second time point, the second place Mark and shooting direction are stored;In the step S3, intelligent terminal is by described in informer No. ID and checking password login The report port of vehicle cloud platform, then sends the violation photo of storage in the step S2 and its ties up to the vehicle cloud platform Fixed the second time point, second place coordinate and shooting direction.
Preferably, the step S2 and S3 is combined into:Intelligent terminal is by described in informer No. ID and checking password login The report port of vehicle cloud platform, intelligent terminal shoots violation photo immediately, and by violation photo and shoots violation photo Second time point, second place coordinate and shooting direction are sent to the vehicle cloud platform.
Preferably, the information of vehicles is also including remaining driving point, the violation detection method of this electric motor car also includes Step S8, vehicle cloud platform are detained in information of vehicles and remove some or all remaining drivings for regarding as violation vehicle point, generation button Member record is simultaneously passed through the holder that mobile communication platform is sent to electric motor car.
Preferably, the report information also includes that report is integrated, the violation detection method of this electric motor car also includes step Rapid S9, after violation vehicle identification success, the vehicle cloud platform increases fraction in the report integration of this informer, raw Increase record and passed through mobile communication platform into integration and be sent to informer.
Preferably, in step s 5, if vehicle cloud platform does not inquire symbol simultaneously from the vehicle database Close violation region and the electric motor car of violation time, then the modification violation time is preceding m minutes and rear m point of the second time point Between clock, m>N, performs step S5 again.
Preferably, still not finding violation vehicle after the violation time is changed, vehicle cloud platform is assert this time Report failure, generation reports failure record and is passed through mobile communication platform and is sent to informer.
The beneficial effects of the invention are as follows, the violation detection method of this electric motor car opens the right of report to masses, when Time, place and the shooting angle that informer will shoot the photo connection shooting for having violation vehicle send to vehicle cloud and put down together Platform, and present position and time can be uploaded to vehicle cloud platform by each electric motor car, vehicle cloud platform is by informer and electric motor car The data one of transmission are contrasted, it is possible to find violation vehicle, realize travelling electric motor car in violation of rules and regulations the monitoring of behavior, constrain electric motor car The driving behavior of driver, improves electric motor car driver drives vehicle awareness of safety, the incidence of traffic accident is reduced, to further pushing away Broadcasting and TV motor-car has positive effect.
Brief description of the drawings
The present invention is further described with reference to the accompanying drawings and examples.
Fig. 1 is the hardware architecture diagram of the violation detection method for realizing electric motor car of the invention.
Fig. 2 is the flow chart of the violation detection method of electric motor car of the invention.
Fig. 3 is the schematic diagram in the violation region in the violation detection method of electric motor car of the invention.
Specific embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from start to finish Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached It is exemplary to scheme the embodiment of description, is only used for explaining the present invention, and is not considered as limiting the invention.Conversely, this Inventive embodiment includes all changes fallen into the range of the spiritual and intension of attached claims, modification and is equal to Thing.
In the description of the invention, it is to be understood that term " " center ", " longitudinal direction ", " transverse direction ", " length ", " width ", " thickness ", " on ", D score, "front", "rear", "left", "right", " vertical ", " level ", " top ", " bottom " " interior ", " outward ", " axial direction ", The orientation or position relationship of the instructions such as " radial direction ", " circumference " are based on orientation shown in the drawings or position relationship, merely to just Described in the description present invention and simplifying, rather than indicate imply signified device or element must have specific orientation, with Specific azimuth configuration and operation, therefore be not considered as limiting the invention.
Additionally, term " first ", " second " etc. are only used for describing purpose, and it is not intended that indicating or implying relatively important Property.In the description of the invention, it is necessary to explanation, unless otherwise clearly defined and limited, term " connected ", " connection " should It is interpreted broadly, for example, it may be being fixedly connected, or being detachably connected, or is integrally connected;Can be that machinery connects Connect, or electrically connect;Can be joined directly together, it is also possible to be indirectly connected to by intermediary.It is common for this area For technical staff, above-mentioned term concrete meaning in the present invention can be understood with concrete condition.Additionally, in description of the invention In, unless otherwise indicated, " multiple " is meant that two or more.
Any process described otherwise above or method description in flow chart or herein is construed as, and expression includes It is one or more for realizing specific logical function or process the step of the module of code of executable instruction, fragment or portion Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussion suitable Sequence, including function involved by basis by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention Embodiment person of ordinary skill in the field understood.
The invention provides a kind of violation detection method of electric motor car, as shown in figure 1, realizing the violation detection side of this electric motor car The physical mechanism of method includes electric motor car, vehicle cloud platform and intelligent terminal, and a GPS/ Big Dipper locating cores are provided with electric motor car Piece, the first wireless communication chips and entire car controller, entire car controller and a GPS/ Big Dippeves positioning chip and radio communication core Piece is electrically connected, and the first wireless communication chips are the one kind in WiFi communication chip, 3G chips, 4G chips, GPRS chips, between The coverage rate of WiFi network is smaller, and the bandwidth and transmission speed of 3G network and GPRS network are all relatively low, the first wireless communication chips It is preferred that 4G chips;Vehicle cloud platform can be a server, including memory, CPU, Ethernet Adaptation Unit, WiFi communication core The hardware such as piece, display, keyboard, mouse, intelligent terminal includes camera, microcontroller, aspect sensor, the 2nd GPS/ Big Dippeves Positioning chip and the second wireless communication chips, it can be smart mobile phone, panel computer etc..Electric motor car is direct with vehicle cloud platform Interconnection, or electric motor car, vehicle cloud platform and intelligent terminal access internet, and the transmission of data is carried out by internet.
As shown in Fig. 2 the violation detection method of this electric motor car, comprises the following steps:
S1, electric motor car and vehicle cloud platform keep telecommunication, and electric motor car is obtained in real time by a GPS/ Big Dipper positioning chips First position coordinate, and a first position coordinate was sent to vehicle cloud platform every 6 seconds, electric motor car can also be obtained every 6 seconds Take a first position coordinate and sent in time;Vehicle cloud platform record is sat per the first position that this reception electric motor car is sent Timestamp will be recorded at current time, be designated as first time point, and first time point can also be that electric motor car is obtaining first position Recorded during coordinate, first position coordinate and first time point are then uploaded to vehicle cloud platform together;
S2, intelligent terminal shoot violation photo by camera, have at least one violation vehicle, intelligent terminal in violation photo The second time point, second place coordinate and shooting direction and the binding of violation photo of violation photo will be shot;Second time point table Show time point during intelligent terminal shooting violation photo, obtained by the internal clocking in intelligent terminal or interconnection network clock is obtained , second place coordinate is obtained by the 2nd GPS/ Big Dippeves locating core, and its expression intelligent terminal takes the photograph position during violation photo Coordinate is put, shooting direction is obtained by aspect sensor, the direction of camera when it represents that intelligent terminal takes the photograph violation photo;
S3, intelligent terminal send to car the second time point of violation photo and its binding, second place coordinate and shooting direction Cloud platform;
S4, vehicle cloud platform calculate violation region according to second place coordinate and shooting direction, and determine that the violation time is the Preceding n minutes of two time points and it is latter n minutes between;Reference picture 3, illustrates how to calculate violation region, such as second Putting coordinate is(0,0), shooting direction is 45 ° of northeast, chooses 10 ° of angle of radiation, and radiation radius are 10 meters, then violation region is just Be with(0,0)It is the center of circle, with 45 ° of northeast as symmetry axis, central angle is 20 °, and radius is 10 meters of sector region;
S5, vehicle cloud platform are by first time point is within the violation time and first position coordinate is in violation region all electricity Motor-car regards as suspect vehicle, and then the car plate of violation vehicle in violation photo is identified and number to be compared is obtained, and The license plate number of all suspect vehicles is matched with number to be compared one by one, matching degree is maximum and suspicious more than 80% Car two regards as violation vehicle.Due to car may be caused by factors such as the compressions in mobile phone pixel, ambient light, picture transfer Violation photo that cloud platform is received is simultaneously unintelligible, so the number to be compared for identifying may be imperfect, so if 5 License plate number only have identified 4, then this 4 either size or position will be with the license plate numbers one of a certain suspect vehicle Cause can just think that matching degree reaches more than 80%.
Vehicle database is set up in vehicle cloud platform, be stored with some groups of information of vehicles in vehicle database, vehicle letter Breath includes vehicle model, license plate number, holder's identity information, first position coordinate and first time point, in step sl, vehicle The first position coordinate and the first time point of record that cloud platform will be received are updated in the information of vehicles of correspondence electric motor car; In step S5, vehicle cloud platform inquired about from vehicle database and meanwhile meet violation region and the electric motor car of violation time and by its Regard as suspect vehicle;
Violation vehicle database is set up in vehicle cloud platform, violation vehicle database purchase there are several violation vehicle information, Violation vehicle information includes that violation license plate number and at least one is recorded in violation of rules and regulations, when record includes violation position coordinates and violation in violation of rules and regulations Between point;
The license plate number that S6, vehicle cloud platform will regard as violation vehicle searches whether to deposit as target in violation vehicle database In the violation license plate number that number is consistent, if there is then using the first position coordinate and first time point of this violation as in violation of rules and regulations Position coordinates and violation time point generate a violation and record and be added in corresponding violation vehicle information;If it does not, The first position coordinate and first time point of this violation then are generated into one as violation position coordinates and violation time point to disobey Rule record is simultaneously added in vehicle database together with this violation license plate number as a new violation vehicle information;
Report database is set up in vehicle cloud platform, report database includes several report informations, and report information includes lifting Journalist No. ID, checking password and at least one report record, report record include violation license plate number, the violation position coordinates of report With violation time point;
S7, vehicle cloud platform are reported the violation license plate number of this violation, first position coordinate and first time point as one Record is added in report information;
A kind of implementation method of step S2 and step S3 is:Intelligent terminal first sits violation photo, the second time point, the second place Mark and shooting direction are stored, then by informer No. ID and the report port of checking password login vehicle cloud platform, most Afterwards the violation photo of storage and its second time point of binding, second place coordinate and shooting direction are sent to vehicle cloud platform;
Another embodiment is:Intelligent terminal is by informer No. ID and the report end of checking password login vehicle cloud platform Mouthful, intelligent terminal shoots violation photo immediately, and by violation photo and shoots the second time point, the second place of violation photo Coordinate and shooting direction are sent to vehicle cloud platform.
Also including remaining driving point, the violation detection method of this electric motor car also includes step S8, vehicle cloud to information of vehicles Platform is detained in information of vehicles and removes some or all remaining drivings for regarding as violation vehicle point, and generation deduction of points record is simultaneously led to Cross the holder that mobile communication platform is sent to electric motor car;
Report information also includes that report is integrated, and the violation detection method of this electric motor car also includes step S9, when violation vehicle is recognized After fixed success, vehicle cloud platform increases fraction in the report integration of this informer, generation integration increase record and by its Informer is sent to by mobile communication platform;
In step s 5, if vehicle cloud platform is not inquired while when meeting violation region and violation from vehicle database Between electric motor car, then modification the violation time be preceding m minutes of the second time point and it is latter m minutes between, m>N, performs step again Rapid S5.Violation vehicle is not still found after the violation time is changed, this there may be two reasons, one is that still do not find can Doubt vehicle, another be violation vehicle license plate number too obscure, the number to be compared for identifying cannot be with suspect vehicle License plate number reaches more than 80% matching degree;So vehicle cloud platform assert this time report failure, and generation report failure record simultaneously will It passes through mobile communication platform and is sent to informer.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means to combine specific features, structure, material or spy that the embodiment or example are described Point is contained at least one embodiment of the invention or example.In this manual, to the schematic representation of the term not Necessarily refer to identical embodiment or example.And, the specific features of description, structure, material or feature can be any One or more embodiments or example in combine in an appropriate manner.
With above-mentioned according to desirable embodiment of the invention as enlightenment, by above-mentioned description, relevant staff is complete Various changes and amendments can be carried out without departing from the scope of the technological thought of the present invention' entirely.The technology of this invention Property scope is not limited to the content on specification, it is necessary to its technical scope is determined according to right.

Claims (10)

1. the violation detection method of a kind of electric motor car, it is characterised in that comprise the following steps:
S1, electric motor car and vehicle cloud platform keep telecommunication, and electric motor car sends once real-time every time T to vehicle cloud platform The first position coordinate of acquisition, vehicle cloud platform record receives the first time point during first position coordinate every time;
S2, intelligent terminal shoot violation photo, have at least one violation vehicle in the violation photo, and intelligent terminal will shoot Second time point of violation photo, second place coordinate and shooting direction are bound with the violation photo;
S3, intelligent terminal send to car the second time point of violation photo and its binding, second place coordinate and shooting direction Cloud platform;
S4, vehicle cloud platform calculate violation region according to second place coordinate and shooting direction, and determine that the violation time is the Preceding n minutes of two time points and it is latter n minutes between;
S5, vehicle cloud platform are by first time point is within the violation time and first position coordinate is in violation region all electricity Motor-car regards as suspect vehicle, and then the car plate of violation vehicle in violation photo is identified and number to be compared is obtained, and The license plate number of all suspect vehicles is matched with number to be compared one by one, by matching degree maximum and in the suspicious car of more than A% Two regard as violation vehicle.
2. the violation detection method of electric motor car as claimed in claim 1, it is characterised in that:Vehicle is set up in vehicle cloud platform Database, be stored with some groups of information of vehicles in the vehicle database, the information of vehicles include vehicle model, license plate number, Holder's identity information, the first position coordinate and the first time point, in the step S1, vehicle cloud platform will connect The first position coordinate and the first time point of record for receiving are updated in the information of vehicles of correspondence electric motor car;In the step S5 In, vehicle cloud platform is inquired about from the vehicle database while meeting the electric motor car in violation region and violation time and being recognized It is set to the suspect vehicle.
3. the violation detection method of electric motor car as claimed in claim 2, it is characterised in that:Set up in violation of rules and regulations in vehicle cloud platform Vehicle database, the violation vehicle database purchase has several violation vehicle information, and the violation vehicle information includes disobeying Rule license plate number and at least one is recorded in violation of rules and regulations, and the violation record includes violation position coordinates and violation time point;
The violation detection method of this electric motor car also includes that step S6, vehicle cloud platform will regard as the license plate number work of violation vehicle For target searches whether there is the consistent violation license plate number of number in the violation vehicle database, if there is then by this The first position coordinate and first time point of violation generate one and record in violation of rules and regulations simultaneously as violation position coordinates and violation time point It is added in corresponding violation vehicle information;If it does not exist, then by the first position coordinate and first time point of this violation One is generated as violation position coordinates and violation time point record and new to be disobeyed as one together with this violation license plate number in violation of rules and regulations Rule information of vehicles is added in the vehicle database.
4. the violation detection method of electric motor car as claimed in claim 3, it is characterised in that:Report is set up in vehicle cloud platform Database, the report database include several report informations, the report information include informer No. ID, checking password and At least one report record, the report record includes violation license plate number, violation position coordinates and the violation time point of report;
The violation detection method of this electric motor car also includes step S7, vehicle cloud platform by the violation license plate number of this violation, the One position coordinates and first time point are added in the report information as a report record.
5. the violation detection method of electric motor car as claimed in claim 4, it is characterised in that:In the step S2, intelligence is eventually End stores the violation photo, the second time point, second place coordinate and shooting direction;In the step S3, intelligence The report port of energy terminal vehicle cloud platform by informer No. ID and described in checking password login, it is then flat to the vehicle cloud Platform sends the second time point, second place coordinate and the shooting direction of the violation photo and its binding stored in the step S2.
6. the violation detection method of electric motor car as claimed in claim 4, it is characterised in that:The step S2 and S3 is combined into:Intelligence The report port of energy terminal vehicle cloud platform by informer No. ID and described in checking password login, intelligent terminal immediately disobey by shooting Rule photo, and by violation photo and shoot the second time point of violation photo, second place coordinate and shooting direction send to The vehicle cloud platform.
7. the violation detection method of the electric motor car as described in claim 5 or 6, it is characterised in that:The information of vehicles also includes Remaining driving point, the violation detection method of this electric motor car also includes that step S8, vehicle cloud platform are buckled in information of vehicles and recognized It is set to some or all remaining drivings point of violation vehicle, generation deduction of points is recorded and passed through mobile communication platform and is sent to electricity The holder of motor-car.
8. the violation detection method of electric motor car as claimed in claim 7, it is characterised in that:The report information also includes report Integration, the violation detection method of this electric motor car also including step S9, after violation vehicle identification success, put down by the vehicle cloud Platform increases fraction in the report integration of this informer, and generation integration is increased record and sent by mobile communication platform To informer.
9. the violation detection method of electric motor car as claimed in claim 8, it is characterised in that:In step s 5, if vehicle cloud Platform is not inquired from the vehicle database while meeting the electric motor car of violation region and violation time, then modification institute State that the violation time was the second time point preceding m minutes and it is latter m minutes between, m>N, performs step S5 again.
10. the violation detection method of electric motor car as claimed in claim 9, it is characterised in that:After the violation time is changed Still violation vehicle is not found, vehicle cloud platform assert this time report failure, and generation report failure record simultaneously is passed through to move Dynamic communications platform is sent to informer.
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CN105070061A (en) * 2015-08-19 2015-11-18 成都正广科技有限公司 Evidence-obtaining inspection method and system for vehicle peccancy
CN105243851A (en) * 2015-09-24 2016-01-13 上海车音网络科技有限公司 Vehicle monitoring method and system
CN105632183A (en) * 2016-01-27 2016-06-01 福建工程学院 Vehicle violation behavior proof method and system thereof
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CN107545736A (en) * 2017-08-30 2018-01-05 顾泰来 A kind of shared vehicle supervision by the public management system
CN107705544A (en) * 2017-08-30 2018-02-16 顾泰来 A kind of public monitoring management system of vehicle in use
CN108109384A (en) * 2017-12-19 2018-06-01 江苏本能科技有限公司 Management method and system are captured in distributed vehicle illegal behavior
CN109166319A (en) * 2018-10-19 2019-01-08 福建工程学院 A kind of highway illegal activities recognition methods based on block chain technology
CN109726699A (en) * 2019-01-07 2019-05-07 殷鹏 Electric bicycle based on artificial intelligence occupies car lane recognition methods
CN110321804A (en) * 2019-06-11 2019-10-11 福建亿安智能技术有限公司 One kind is combined based on face and electronic Car license recognition and carries out identity authentication method
CN110930707A (en) * 2019-12-03 2020-03-27 浙江中核信息科技有限公司 Non-motor vehicle traffic violation supervision system and supervision method
CN113192348A (en) * 2021-04-21 2021-07-30 支付宝(杭州)信息技术有限公司 Vehicle abnormity warning method and device and computer equipment
CN115412771A (en) * 2022-08-11 2022-11-29 深圳创维-Rgb电子有限公司 Interaction control method between smart watch and smart television and related equipment

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