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CN107038880A - Structure changes traffic signal control system - Google Patents

Structure changes traffic signal control system Download PDF

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Publication number
CN107038880A
CN107038880A CN201710313657.7A CN201710313657A CN107038880A CN 107038880 A CN107038880 A CN 107038880A CN 201710313657 A CN201710313657 A CN 201710313657A CN 107038880 A CN107038880 A CN 107038880A
Authority
CN
China
Prior art keywords
structure changes
crossing
region
control system
signal lamp
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.)
Withdrawn
Application number
CN201710313657.7A
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Chinese (zh)
Inventor
曹泉
何小晨
李豪
万海明
付林峰
刘绍兵
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
SHENZHEN HAGONGDA TRAFFIC ELECTRONIC TECHNOLOGY Co Ltd
Original Assignee
SHENZHEN HAGONGDA TRAFFIC ELECTRONIC TECHNOLOGY Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by SHENZHEN HAGONGDA TRAFFIC ELECTRONIC TECHNOLOGY Co Ltd filed Critical SHENZHEN HAGONGDA TRAFFIC ELECTRONIC TECHNOLOGY Co Ltd
Priority to CN201710313657.7A priority Critical patent/CN107038880A/en
Publication of CN107038880A publication Critical patent/CN107038880A/en
Withdrawn legal-status Critical Current

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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/07Controlling traffic signals
    • G08G1/08Controlling traffic signals according to detected number or speed of vehicles
    • EFIXED CONSTRUCTIONS
    • E01CONSTRUCTION OF ROADS, RAILWAYS, OR BRIDGES
    • E01CCONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE; MACHINES OR AUXILIARY TOOLS FOR CONSTRUCTION OR REPAIR
    • E01C1/00Design or layout of roads, e.g. for noise abatement, for gas absorption
    • E01C1/002Design or lay-out of roads, e.g. street systems, cross-sections ; Design for noise abatement, e.g. sunken road
    • EFIXED CONSTRUCTIONS
    • E01CONSTRUCTION OF ROADS, RAILWAYS, OR BRIDGES
    • E01CCONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE; MACHINES OR AUXILIARY TOOLS FOR CONSTRUCTION OR REPAIR
    • E01C1/00Design or layout of roads, e.g. for noise abatement, for gas absorption
    • E01C1/02Crossings, junctions or interconnections between roads on the same level

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  • Engineering & Computer Science (AREA)
  • Architecture (AREA)
  • Civil Engineering (AREA)
  • Structural Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)

Abstract

The invention discloses a kind of structure changes traffic signal control system, road is divided into structure changes region, buffering area and Lai Che regions, structure changes region is close to crossing position, buffering area is located between structure changes region and Lai Che regions, structure changes traffic signal control system includes master board, vehicle checker system, Signalized control bus interface board and signal lamp unit, master board includes ARM and MCU, vehicle checker system includes vehicle detection unit, signal lamp unit includes signal lamp subelement, each vehicle detection unit detects the information of vehicles in different crossing directions and is sent to ARM, the control program of ARM generation inducement signal lamp subelements is simultaneously sent to MCU, MCU sends control signal by Signalized control bus interface board to signal lamp subelement, signal lamp subelement is shown according to control program.The present invention can improve the traffic capacity and road efficiency of road, while can also improve the intelligent level of traffic signal control system.

Description

Structure changes traffic signal control system
Technical field
The present invention relates to intellectual traffic control field, more particularly to a kind of structure changes traffic signal control system.
Background technology
At present, domestic communication whistle control system is essentially all to be carried out using the multi-period control mode in single structure crossing The control of traffic lights, that is to say, that crossing is after a period and scheme determine, the traffic of crossing all directions is current all It is that defined track is controlled according to the direction of regulation, and is essentially all to be controlled according to fixed cycle mode, even if It is the clearance time for also simply extending and reducing current phase using sensing control mode.
Road cross uses the control mode of fixed structure, there is its corresponding advantage and disadvantage.Its advantage is exactly that control is simple, After crossing control program is determined, each phase clearance direction is fixed in scheme, and it is fixed that the current direction in track, which is also, , therefore control mode is simple and clear.It is mainly low including 1) path space utilization rate but its shortcoming is also that comparison is more, due to Using fixed structure control mode, therefore road can not be distributed according to car vehicle pass-through situation is carried out;2) can not accurately it control Traffic efficiency is low in the case of crossing vehicle pass-through, complex crossing, section;3) scalability is poor, it is difficult to reference to detector, induction Direction board etc. accomplishes Multi-function extension;4) intelligent control level in crossing is low, it is impossible to meet increasing intelligent self-adaptive Demand for control.
In addition, with the development of society, the quantity of crossing motor vehicle is more and more, the current pressure in road surface is also progressively increased, The current mode in traditional single structure crossing can not increasingly meet the daily current demand of people.Current traffic signals Multi-period multi-scheme fixed cycle, inductive control, area coordination control model that control system is used etc. all has certain limitation Property, even if advanced control mode, also simply it is adjusted in signal lamp cycle, phase time etc., temporal adjustment all has There is certain limitation, it is necessary to consider minimum green time, pedestrian's passage time etc., it is difficult to be further continued for improving.If so do not examined Consider the change and optimization on path space, the traffic capacity of road can not be greatly improved, so, the traffic capacity of road It is relatively low with traffic efficiency.
The content of the invention
The technical problem to be solved in the present invention is, the drawbacks described above for prior art there is provided one kind can improve road The traffic capacity and road efficiency, while can also improve the structure changes traffic of the intelligent level of traffic signal control system Whistle control system.
The technical solution adopted for the present invention to solve the technical problems is:Construct a kind of structure changes traffic signalization system System, is divided into structure changes region, buffering area and Lai Che regions, the structure changes region is close to crossing position, the buffering by road Area is located between the structure changes region and Lai Che regions, and the structure changes traffic signal control system includes master board, car Device system, Signalized control bus interface board and signal lamp unit are examined, the master board includes ARM and MCU, the vehicle checker System includes one or more vehicle detection units, and the signal lamp unit includes one or more signal lamp subelements, each The vehicle detection unit detects the information of vehicles in different crossing directions respectively, and the information of vehicles is sent to the ARM, institute State ARM and the clearance scheme that the current next track in each crossing direction needs is judged according to the information of vehicles in each crossing direction, it is raw Into the Signalized control scheme for inducing the signal lamp subelement and the MCU is sent it to, the MCU is according to the signal Lights control scheme is sent out by the Signalized control bus interface board to the signal lamp subelement in each crossing direction of correspondence Control signal is sent, and controls each signal lamp subelement to be shown according to the Signalized control scheme.
In structure changes traffic signal control system of the present invention, the car information of vehicles includes carrying out car queue length Information and crossing congestion information are occupied in information, information of vehicle flowrate, track.
In structure changes traffic signal control system of the present invention, each vehicle detection unit is included at least One is arranged on crossing position, the first video detector for detecting crossing congestion situation, at least one be arranged on buffering area, For detecting the vehicle flowrate in the structure changes region and occupying the second video detector of situation, and at least one is arranged on institute State buffering area, carry out the 3rd video detector for coming car queue length and each track traffic statistics in car region for detecting.
In structure changes traffic signal control system of the present invention, each vehicle detection unit is included at least One is embedded in the structure changes region, the first coil detector for detecting crossing congestion situation, and at least one is embedded in Buffering area, the vehicle flowrate for detecting the structure changes region and the second coil checker for occupying situation, and at least one Be embedded in it is described come car region, for detect it is described come car region the 3rd line for coming car queue length and each track traffic statistics Enclose detector.
In structure changes traffic signal control system of the present invention, each vehicle detection unit includes multiple Supersonic detector, infrared detector or radar detector.
In structure changes traffic signal control system of the present invention, each signal lamp subelement includes multiple Section control signal lamp and multiple belisha beacons, multiple section control signal lamps are arranged on the buffering area, for institute State the variable-structure control for coming car region and inform it is described come car region required for let pass crossing direction, multiple crossing signals Lamp is arranged on crossing position, indicated for crossing traffic information.
In structure changes traffic signal control system of the present invention, each vehicle detection unit is total by CAN Line, Ethernet interface, RS422 interfaces, RS485 interfaces or RS232 interfaces are connected with the master board.
In structure changes traffic signal control system of the present invention, each signal lamp subelement is total by CAN Line, Ethernet interface, RS422 interfaces, RS485 interfaces or RS232 interfaces are connected with the Signalized control bus interface board.
In structure changes traffic signal control system of the present invention, the structure changes region is provided with different current directions Changeable driveway, the buffering area under normal circumstances be prohibit stop, it is described come car region be provided with not according to the difference of number of track-lines With the track in current direction.
In structure changes traffic signal control system of the present invention, the different current directions are respectively to turn left, directly Row and right-hand rotation.
Implement the structure changes traffic signal control system of the present invention, have the advantages that:Due to road is divided into change Structural region, buffering area and Lai Che regions, structure changes region are located at structure changes region He Laiche areas close to crossing position, buffering area Between domain, structure changes traffic signal control system includes master board, vehicle checker system, Signalized control bus interface board and letter Signal lamp unit, master board includes ARM and MCU, and vehicle checker system includes one or more vehicle detection units, signal lamp unit Including one or more signal lamp subelements, each vehicle detection unit detects the information of vehicles in different crossing directions respectively, and Information of vehicles is sent to ARM, ARM judges each current next track in crossing direction according to the information of vehicles in each crossing direction The clearance scheme needed, generates the Signalized control scheme of inducement signal lamp subelement and sends it to MCU, MCU is according to letter Signal lamp control program sends control to by Signalized control bus interface board to the signal lamp subelement in each crossing direction of correspondence Signal processed, and control each signal lamp subelement to be shown according to Signalized control scheme, by by path space optimization and Time-optimized to combine, it can improve the traffic capacity and traffic efficiency of road, while also improving traffic signal control system Intelligent level.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are only this Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the structural representation in structure changes traffic signal control system one embodiment of the present invention;
Fig. 2 is the schematic diagram of the one of direction section control in crossing in the embodiment.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.
In structure changes traffic signal control system embodiment of the present invention, the structure of the structure changes traffic signal control system Schematic diagram is as shown in Figure 1.Fig. 2 is the schematic diagram of the one of direction section control in crossing in the present embodiment., will in the present embodiment Road is divided into structure changes region Section1, buffering area Section2 and Lai Che region Section3, above-mentioned structure changes region Section1 close to crossing position, buffering area Section2 be located at structure changes region Section1 and Lai Che regions Section1 it Between, the structure changes traffic signal control system includes master board 1, vehicle checker system 2, the and of Signalized control bus interface board 3 Signal lamp unit 4, wherein, master board 1 includes ARM11 and MCU12, and the communication port of master board 1 supports CAN, ether Network interface, RS485 interfaces, RS422 interfaces, RS232 interfaces, other kinds of serial ports etc..
Vehicle checker system 2 includes one or more vehicle detection units 21, and signal lamp unit 4 includes one or more signals Lamp subelement 41, each vehicle detection unit 21 corresponds in different crossing directions, Fig. 1 depict N number of vehicle detection list respectively Member 21, each signal lamp subelement 41 corresponds in different crossing directions, Fig. 1 depict N number of signal lamp subelement 41 respectively, It is exactly to correspond to N number of crossing direction.Each vehicle detection unit 21 detects the information of vehicles in different crossing directions respectively, and will be above-mentioned Information of vehicles is sent to ARM11, and ARM11 is responsible for and center communication, parameter configuration and journal file are stored etc., and ARM11 is according to each The information of vehicles in individual crossing direction judges the clearance scheme that the current next track in each crossing direction needs, the rational induction of generation The Signalized control scheme of signal lamp subelement 41 simultaneously sends it to MCU12, and MCU12 is responsible for the execution of signal lamp scheme, root It is single to signal lamp in each crossing direction of correspondence by Signalized control bus interface board 3 according to the Signalized control scheme received Member 41 sends control signal, and controls each signal lamp subelement 41 to be shown according to above-mentioned Signalized control scheme.It is worth One is mentioned that, above-mentioned information of vehicles includes coming car queue length information, information of vehicle flowrate, track and occupies information and crossing (outlet) Congestion information etc..
In the present embodiment, Signalized control bus interface board 3 be responsible for master control borad controlling bus is extended, then with respectively The signal lamp subelement 41 in crossing direction interacts control.Signal lamp subelement 41 is responsible for receiving the scheme currently performed, real It is now final to crossing, the correct display of the signal lamp group state in each track in section.Vehicle checker system 2 is mainly responsible for believing in the system Come car queue length detection, vehicle flowrate, track required for signal lamp control program occupy detection and crossing congestion detection etc. Function.
Each vehicle detection unit 21 is connect by CAN, Ethernet interface, RS422 interfaces, RS485 interfaces or RS232 Mouth is connected with master board 1.Each signal lamp subelement 41 is connect by CAN, Ethernet interface, RS422 interfaces, RS485 Mouth or RS232 interfaces are connected with Signalized control bus interface board 3.
The present invention combines the information of vehicles of a variety of functions, and the road information and vehicle that lane information collecting device is gathered Information data, then rational Signalized control scheme is generated via master control borad 1, finally control signal lamp under each crossing direction Unit 41 carries out the display of lane state, finally realizes the control mode of road junction roadway structure changes, realizes that vehicle pass-through is imitated Rate is maximized, by the way that path space optimization is combined with time-optimized, and it can improve the traffic capacity and current effect of road Rate, while also improving the intelligent level of traffic signal control system.
Wherein, structure changes region Section1 is the section nearest apart from crossing, and structure changes region Section1 is current Direction-agile structure, changeable driveways of the structure changes region Section1 provided with different current directions, i.e., 1., 2., 3. track Current direction can be left-hand rotation, straight trip, turn right;Buffering area Section2 is mainly the buffering area with lane changing, the buffering area Section2 is to prohibit to stop under normal circumstances;Carry out car region Section3 and different current directions are provided with according to the difference of number of track-lines Track, different communication direction can be left-hand rotation, straight trip and turn right.
In the present embodiment, each vehicle detection unit 21 include at least one first video detector 211, at least one Second video detector 212 and at least one the 3rd video detector 213, the first video detector 211 be arranged on crossing position, For detecting crossing congestion situation, the second video detector 212 is arranged on buffering area Section2, for detecting structure changes region Section1 vehicle flowrate and occupy situation, the 3rd video detector 213 is arranged on buffering area Section2, carrys out car for detecting Region Section3's comes car queue length and each track traffic statistics etc..
In the present embodiment, each signal lamp subelement 41 includes multiple section control signal lamps 411 and multiple crossings are believed Signal lamp 412, above-mentioned multiple section control signal lamps 41 are arranged on buffering area Section2, are mainly used in carrying out car region Section3 Variable-structure control, and inform the crossing direction for let pass required for the Section3 of car region, above-mentioned multiple belisha beacons 412 It is arranged on crossing position, indicated for crossing traffic information, the corresponding signal lamp in each crossing direction represents it to strain structure Direction and state that each track is let pass.
The major control thinking of the structure changes traffic signal control system be exactly using in Fig. 2 come car region Section3 Track clearance direction is controlled, for example, being significantly more than straight trip when video detector detects south toward north vehicle of turning left During vehicle, the structure changes traffic signal control system can just control signal lamp car in the future region Section3 of Nan Wang North Roads section The left turning vehicle of first track 1. respectively enter structure changes region Section1 1., 2. track, or even 3. track, further according to The structure changes track situation being actually discharged into, takes turns to when front direction left turn phase is let pass, control belisha beacon let pass 1., 2. car Road, or even 3. the left-hand rotation in track is let pass.It similarly can also so control straight trip and right-turning vehicles to let pass to control, the structure changes traffic The purpose of whistle control system is exactly that control each track of crossing is let pass, so as to be passed through come car situation according to actual vehicle The optimization of maximal efficiency.
In addition, equally also there is vehicle detection unit 21 in structure changes region Section1, it is ensured that each each phase Clearance can be complete, car is not had under its current phase, it is impossible to crossing is impacted to the clearance of subsequent vehicle, and When detecting all clearance completions of current clearance direction, then it can terminate current phase in advance, not influence other to assist Adjust and let pass in the case of passing through into next phase.Meanwhile, vehicle detection unit 21 equally is had been provided with crossing, The jam situation at crossing is detected, when crossing is smooth, according to the normal clearance all directions vehicle of Signalized control scheme;Work as detection During to crossing congestion, the clearance of the belisha beacon 412 and section signal lamp 411 of congestion directional correlation connection can be controlled, so that Bigger congestion will not be caused because of there is car to drive into crossing under crossing congestion, can then be reverted to after crossing is smooth normal Control program.
A section nearest apart from crossing is designed as road direction by the present invention by the way that road is carried out into Discrete control Variable structure, signal lamp unit 4 is rationally utilized by obtaining the information of vehicles that corresponding vehicle detection unit 21 is arrived on road The space in structure changes section, binding signal lamp indicates that vehicle is passed through according to signal lamp arrow, so as to realize the maximum effect of progress The access control of rate crossing.
It is noted that under the certain situation of the present embodiment, vehicle detection unit 21 can also use other types Wagon detector.For example:Each vehicle detection unit 21 include at least one first coil detector, at least one second Coil checker and at least one tertiary coil detector (not shown), first coil detector are embedded in structure changes region Section1, for detecting crossing congestion situation, the second coil checker is embedded in buffering area Section2, becomes knot for detecting The vehicle flowrate in structure region and occupy situation, tertiary coil detector, which is embedded in, carrys out car region Section3, for detecting Lai Che areas Car queue length and each track traffic statistics are come in domain.Certainly, each vehicle detection unit 21 can also use other kinds of Wagon detector, for example:Each vehicle detection unit 21 includes multiple supersonic detectors, infrared detector or detections of radar Device etc..
The present invention by road by carrying out Discrete control, and there is each section corresponding wagon detector to be detected, The information of vehicle flowrate in each track in each region can be detected in real time with reference to video detector, coil checker etc., carry out car row Team's length information, road occupy information, event detection information and crossing congestion information etc., effective by the way that data above is carried out Integrate and handle, it is final to determine which section of crossing needs situation about letting pass, then carry out belisha beacon 412 and control so that Each track clearance direction at crossing can control and change, so that the traffic capacity and traffic efficiency of road are greatly improved, It can also improve the intelligent level of traffic signal control system simultaneously.
In a word, the structure changes traffic signal control system is controlled to belisha beacon 412 and section signal lamp 411, It is standby with reference to crossing, a variety of wagon detectors in section, enable to the structure changes traffic signal control system to detect road surface in real time The passage situation of each track vehicle, further according to the passage situation of vehicle, control vehicle enters crossing structure changes region Section1 is passed through, and can more optimize road, improves the traffic efficiency and crossing clearance efficiency of vehicle, while by In by the way of variable-structure control, it can be detected for various congestions and anomalous event, so as to control vehicle to drive into, really Guarantor does not result in further congestion, and can also be under control signal lamp prior-release abnormal conditions vehicle, reduce crossing accident The probability of generation.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all essences in the present invention God is with principle, and any modification, equivalent substitution and improvements made etc. should be included in the scope of the protection.

Claims (10)

1. a kind of structure changes traffic signal control system, it is characterised in that road is divided into structure changes region, buffering area and Lai Che Region, the structure changes region is located between the structure changes region and Lai Che regions close to crossing position, the buffering area, institute Stating structure changes traffic signal control system includes master board, vehicle checker system, Signalized control bus interface board and signal lamp Unit, the master board includes ARM and MCU, and the vehicle checker system includes one or more vehicle detection units, the letter Signal lamp unit includes one or more signal lamp subelements, and each vehicle detection unit detects different crossing directions respectively Information of vehicles, and the information of vehicles is sent to the ARM, the ARM judges according to the information of vehicles in each crossing direction The clearance scheme that the current next track in each crossing direction needs, the Signalized control side of the generation induction signal lamp subelement Case simultaneously sends it to the MCU, and the MCU passes through the Signalized control EBI according to the Signalized control scheme Plate sends control signal to the signal lamp subelement in each crossing direction of correspondence, and controls each signal lamp subelement Shown according to the Signalized control scheme.
2. structure changes traffic signal control system according to claim 1, it is characterised in that the car information of vehicles includes Come car queue length information, information of vehicle flowrate, track and occupy information and crossing congestion information.
3. structure changes traffic signal control system according to claim 2, it is characterised in that each vehicle detection list Member is arranged on crossing position, the first video detector for detecting crossing congestion situation including at least one, at least one It is arranged on buffering area, the vehicle flowrate for detecting the structure changes region and the second video detector for occupying situation, Yi Jizhi Few one is arranged on the buffering area, for detecting that coming car region the 3rd of car queue length and each track traffic statistics to regard Frequency detector.
4. structure changes traffic signal control system according to claim 2, it is characterised in that each vehicle detection list Member is embedded in the structure changes region, the first coil detector for detecting crossing congestion situation including at least one, extremely Few one is embedded in buffering area, the vehicle flowrate for detecting the structure changes region and the second coil checker for occupying situation, And at least one be embedded in it is described come car region, for detect it is described come car region come car queue length and each track flow The tertiary coil detector of statistics.
5. structure changes traffic signal control system according to claim 2, it is characterised in that each vehicle detection list Member includes multiple supersonic detectors, infrared detector or radar detector.
6. the structure changes traffic signal control system according to claim 1 to 5 any one, it is characterised in that Mei Gesuo Stating signal lamp subelement includes multiple section control signal lamps and multiple belisha beacons, multiple section control signal lamps Be arranged on the buffering area, for it is described come car region variable-structure control and inform it is described come the road let pass required for car region Mouth direction, multiple belisha beacons are arranged on crossing position, indicated for crossing traffic information.
7. structure changes traffic signal control system according to claim 1, it is characterised in that each vehicle detection list Member is connected by CAN, Ethernet interface, RS422 interfaces, RS485 interfaces or RS232 interfaces with the master board.
8. structure changes traffic signal control system according to claim 1, it is characterised in that each signal lamp is single Member is connect by CAN, Ethernet interface, RS422 interfaces, RS485 interfaces or RS232 interfaces with the Signalized control bus Oralia is connected.
9. structure changes traffic signal control system according to claim 6, it is characterised in that the structure changes region is provided with The changeable driveway in the current directions of difference, the buffering area is to prohibit to stop under normal circumstances, it is described come car region according to number of track-lines Difference is provided with the track in different current directions.
10. structure changes traffic signal control system according to claim 9, it is characterised in that the different current directions Respectively turn left, keep straight on and turn right.
CN201710313657.7A 2017-05-05 2017-05-05 Structure changes traffic signal control system Withdrawn CN107038880A (en)

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Publication number Priority date Publication date Assignee Title
CN107993456A (en) * 2017-12-29 2018-05-04 山东科技大学 Passed through the one-way road intelligent Control System for Traffic Lights and method in latter stage based on pavement
CN108198441A (en) * 2018-01-26 2018-06-22 杨立群 A kind of quick, intelligent traffic system and method
CN109461314A (en) * 2018-12-23 2019-03-12 合肥工业大学 A kind of city intelligent lane changing method and smartway transformation system
CN113299096A (en) * 2017-12-28 2021-08-24 北京百度网讯科技有限公司 Cooperative intersection traffic control method, device and equipment

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CN105844924A (en) * 2016-04-22 2016-08-10 深圳美亚美科技有限公司 Intelligent traffic road management method and system
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JPH0991589A (en) * 1995-09-25 1997-04-04 Hitachi Ltd Variable marking device
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Publication number Priority date Publication date Assignee Title
CN113299096A (en) * 2017-12-28 2021-08-24 北京百度网讯科技有限公司 Cooperative intersection traffic control method, device and equipment
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CN109461314B (en) * 2018-12-23 2020-08-07 合肥工业大学 Urban intelligent lane change method and intelligent lane change system

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Application publication date: 20170811