CN104332062B - Intersection signal based on sensing control model is coordinated to control optimization method - Google Patents
Intersection signal based on sensing control model is coordinated to control optimization method Download PDFInfo
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Abstract
The present invention provides a kind of coordinating control of traffic signals method of urban road, belongs to intelligent traffic signal technical field of system control.The inventive method includes: feature and the signal coordination control principles such as the flexibility that combination sensing controls, it is proposed that a kind of intersection signal based on sensing control model coordinates control optimization method, gives Phase-switching method and optimization method.The inventive method the vehicle of each each phase place of crossing of real-time response can arrive information, and phase place runs the time, non-coordinating phase place is run time and phase difference and determined the changing method of phasetophase according to coordinating;The method can be used for urban road signal coordination control, controls have the advantages such as saving green time, minimizing vehicle queue length and raising road passage capability relative to traditional green wave band.
Description
Technical field
The present invention provides a kind of coordinating control of traffic signals method of urban road, belongs to intelligence friendship
Messenger technical field of system control.
Background technology
Urban traffic signal sensing control is a kind of very important traffic signalization pattern,
Under magnitude of traffic flow unsaturated state, for single crossing, when taking sensing to control, certain side
It is exactly green light in time having vehicle by demand, i.e. becomes red light without vehicle by demand, as letter
As signal lamp " slot mesh ", so, small and medium-sized cities sensing the most at home and abroad controls by extensively
Research and application.But sensing control there is also sizable drawback, and it is suitable only for traffic
The little single intersection of flow carries out signal control, lacks the interaction at upstream and downstream crossing, it is impossible to carry out
Coordinate to control.Coordinating control of traffic signals is the control model that lot of domestic and foreign city is taked,
Especially " green wave band " control model, under coordinating control model, vehicle can continue through road
Mouthful, reduce stop frequency and delay, well received.But, coordinate under control model, non-association
The time of phase modulation position is usually fixed, and generally also can give when non-coordinating phase place is without vehicle demand
Give green light, it is impossible to as sensing controls, carry out the switching of phase place according to vehicle demand.
Summary of the invention
In order to overcome the deficiency of above-mentioned existing traffic signal control method, it is proposed that based on sensing control
The intersection signal of molding formula is coordinated to control optimization method.The present invention combines the flexible of sensing control
Property etc. feature and signal coordination control principle, it is proposed that a kind of based on sensing control model crossing
Signal coordinated control optimization method, gives Phase-switching method and optimization method.The present invention's
Method can each each phase place of crossing of real-time response vehicle arrive information, and according to coordinate phase
Position operation time, non-coordinating phase place operation time and phase difference determine the changing method of phasetophase
Specifically adopt the following technical scheme that the method comprises the steps:
Step 1: benchmark crossing brings into operation and coordinates phase place PH1, if offseti≤ki, then hold
Row step 2;If offseti>ki, then step 7 is performed;Wherein offsetiFor coordinating crossing i phase place
Difference optimal value, kiOptimum error coefficient for crossing i;
Step 2: judge whether crossing i is currently running coordination phase place PH1, if it is, perform
Step 3;If not, then step 4 is performed;
Step 3: if Δ t≤xi, phase place PH1 to be coordinated is run to Minph1, phase place green light leads to
Row power switches to non-coordinating phase place PH2, gives non-coordinating phase place PH2 green time to Minph2;
Phase place green light right-of-way switches to non-coordinating phase place PH3, when giving non-coordinating phase place PH3 green light
Between to Minph3;Then phase place green light right-of-way switches to coordinate phase place PH1,;If Δ t > xi,
Phase place green light right-of-way is continually maintained in PH1;Δ t is offsetiRun to minimum away from all phase places
Green time the differed from time, xiThe average travelling in 1/4 section is travelled for coordinating the vehicle in phase place
Time, Minph1、Minph2、Minph3When being respectively phase place PH1, PH2, PH3 minimum green light
Between;
Step 4: judge whether crossing i is currently running non-coordinating phase place PH2, if it is, hold
Row step 5;If it is not, then perform step 6;
Step 5: give non-coordinating phase place PH2 green time to Minph2, detect the non-association of phase place
Whether phase modulation position PH3 has vehicle demand, if there being vehicle demand, phase place green light right-of-way switches
To non-coordinating phase place PH3, operating procedure 6;Otherwise phase place green light right-of-way switches to coordinate phase
Position PH1;
Step 6: give non-coordinating phase place PH3 green time to Minph3, phase place green light passes through
Power switches to coordinate phase place PH1;
Step 7: judge whether crossing i is currently running coordination phase place PH1, if it is performs step
Rapid 8;If otherwise performing step 9;
Step 8: phase place PH1 to be coordinated is run to Minph1, phase place green light right-of-way non-coordinating
Phase place PH2, gives non-coordinating phase place PH2 green time to Minph2, then judge PH2 phase
Position vehicle detection demand, if be detected that there is vehicle demand, run unit green prolongation time Extph2,
Until Max 'ph2;If demand without vehicle, phase place green light right-of-way non-coordinating phase place PH3, give
Give non-coordinating phase place PH3 green time to Minph3, then judge that PH3 phase place vehicle detection needs
Ask, if be detected that there is vehicle demand, run unit green prolongation time Extph3, until Max 'ph3,
If demand without vehicle, phase place green light right-of-way coordinates phase place PH1, Max 'ph2、Max′ph3Point
Not for phase place PH2 after adjusting, maximum green time performed by PH3;
Step 9: judge whether crossing i is currently running non-coordinating phase place PH2, if it is performs
Step 10;If otherwise performing step 11;
Step 10: give non-coordinating phase place PH2 green time to Minph2, then judge PH2
Phase place vehicle detection demand, if be detected that there is vehicle demand, the run unit green prolongation time
Extph2, until Max 'ph2;If demand without vehicle, phase place green light right-of-way non-coordinating phase place
PH3, gives non-coordinating phase place PH3 green time to Minph3, then judge PH3 phase place vehicle
Detection demand, if be detected that there is vehicle demand, run unit green prolongation time Extph3, directly
To Max 'ph3If, without vehicle demand, phase place green light right-of-way non-coordinating phase place PH1;
Step 11: give non-coordinating phase place PH3 green time to Minph3, then judge PH3
Phase place vehicle detection demand, if be detected that there is vehicle demand, the run unit green prolongation time
Extph3, until offseti-Minph3If without vehicle demand, phase place green light right-of-way coordinates phase
Position PH1.
Preferably, after coordination phase place is run at benchmark crossing, coordinate what crossing i specified at certain
Moment tiRunning the coordination phase place of crossing i, this specifies moment tiDetermination method as follows:
ti=offseti~offseti±ki;
ki=Minph2+Minph3。
Preferably, described minimum green time determines that method is as follows:
Gmin=Max [Gmin v,Gmin p]
Gmin v=Slagv+ht×Integer(L/S)
Wherein: GminFor phase place minimum green time;Gmin vFor motor vehicle minimum green time;
Gmin pFor pedestrian's street crossing safety time;SlagvThe delay time at stop is initiateed for vehicle;Ht is time headway;
L is the wagon detector distance to stop line;S is that detector is to stop line interval the stopping of parking
Following distance;SlagpThe delay time at stop is initiateed for pedestrian;W is pedestrian's street crossing width;vpFor pedestrian's mistake
Street speed;tgFor copper sulfate basic.
Preferably, described maximum green time determines that method is as follows:
Gmax=Min [gmax,tc]
Wherein, GmaxFor phase place maximum green time;CV is key signal phase flow rate, and unit is
/ h;CS is the volume of traffic sum of key signal phase, and unit is /h;RS is with reference to total stream
Amount, unit is /h;C is Cycle Length;L is the green light lost time of each cycle.
Preferably, Δ t=(Minph1-tph1+ki)-offseti
liFor coordinating the crossing i distance away from crossing, upstream;viFor average speed;tph1For phase place
The time that PH1 has run;tripiFor coordinating the crossing i average hourage away from crossing, upstream;
Ji=Maxph2+Maxph3;
Maxph2、Maxph3It is respectively crossing i non-coordinating phase place PH2, the maximum green time of PH3,
Maximum green time refers to accessible maximum time value when phase time extends.
Preferably, unit green prolongation time ExtThe method of determination is:
Ext=ko × Max [pt,ht]
pt=L/vi
Ht is time headway;L is the wagon detector distance to stop line, viFor average speed,
So ptFor vehicle from the time being detected by stop line;k0For weight coefficient.
Beneficial effects of the present invention:
1) on the basis of tradition signal coordination control, the green wave band bandwidth between crossing two-by-two is increased;
2) provide effective green time utilization rate, increase and coordinate section public green wave band width;
3) vehicle queue is reduced, it is provided that road passage capability.
Accompanying drawing explanation
Fig. 1 is overall flow figure of the present invention.
Detailed description of the invention
The premise of signal coordination control is that each crossing cycle of operation coordinated in control range is identical, institute
With, the Split Optimization method proposed in this method utilizes the split under sensing control model excellent
Change principle, and under certain fixed cycle, carry out Split Optimization.
Under on-line coordination control model, when coordination phase place is the operation in certain crossing with this phase place
Carving and participate in calculating the phase difference value in signal coordination control, non-coordinating phase place is coordination phase in crossing
Other all phase places beyond Wei, after coordination phase place is run at benchmark crossing, coordinate crossing i at certain
The individual moment t specifiediRunning the coordination phase place of crossing i, this specifies moment tiDetermination method as follows:
ti=offseti~offseti±ki
offsetiPhase difference value is optimized for crossing i;
MininMinimum for crossing i non-coordinating phase place n is green;
MaxinMaximum for crossing i non-coordinating phase place n is green.
Optimization process:
The cycle of operation assuming signal coordination control crossing is T, crossing i have 3 phase places PH1,
PH2, PH3, wherein PH1 is for coordinating phase place, and phase sequence is PH1-PH2-PH3-PH1, optimizes mould
Formula performs according to sensing control model.
During optimizing, non-coordinating phase place PH2, PH3 not control as traditional green wave band
Mono-fixing duration of Shi Yunhang, but optimal way when operating in similar sensing control model
Under.If non-coordinating phase place PH2, PH3 run long green light time and are all not up to the maximum of this phase place
The green time, then the green time saved all is distributed to coordinate phase place and performed so that crossing exists
Bigger green wave band width is obtained during signal coordination control.
Under this kind of coodination modes, there is problems of when coordination phase place is run at benchmark crossing,
Coordinate crossing and should run the coordination phase place at this crossing in the offset optimization moment specified, if
It is carrying out non-coordinating phase place at this crossing of appointment moment of offset optimization, now forces
Switch to coordinate phase place operation and can bring certain disturbance to traffic signals, easily cause traffic to gather around
The stifled generation with traffic accident.In order to solve this problem, introduce the optimum error system of crossing i
Number ki.As it is shown in figure 1, benchmark crossing is run after coordinating phase place, the offset at given crossing of systemi
Value, and judge offsetiAnd kiRelation, if offseti≤ki, coordinate crossing according to performing each phase
The minimum green mode in position is run or right-of-way rests on coordination phase place, and it depends on coordinating phase
Position is away from performing offsetiWhether time institute's difference is more than the average hourage in 1/4 section.Excellent
Change step as follows:
Step 1: benchmark crossing brings into operation and coordinates phase place PH1, if offseti≤ki, then hold
Row step 2;If offseti>ki, then step 7 is performed;Wherein offsetiFor coordinating crossing i phase place
Difference optimal value, kiOptimum error coefficient for crossing i;
Step 2: judge whether crossing i is currently running coordination phase place PH1, if it is, perform
Step 3;If not, then step 4 is performed;
Step 3: if Δ t≤xi, phase place PH1 to be coordinated is run to Minph1, phase place green light leads to
Row power switches to non-coordinating phase place PH2, gives non-coordinating phase place PH2 green time to Minph2;
Phase place green light right-of-way switches to non-coordinating phase place PH3, when giving non-coordinating phase place PH3 green light
Between to Minph3;Then phase place green light right-of-way switches to coordinate phase place PH1,;If Δ t > xi,
Phase place green light right-of-way is continually maintained in PH1;Δ t is offsetiRun to minimum away from all phase places
Green time the differed from time, xiThe average travelling in 1/4 section is travelled for coordinating the vehicle in phase place
Time, Minph1、Minph2、Minph3When being respectively phase place PH1, PH2, PH3 minimum green light
Between;
Step 4: judge whether crossing i is currently running non-coordinating phase place PH2, if it is, hold
Row step 5;If it is not, then perform step 6;
Step 5: give non-coordinating phase place PH2 green time to Minph2, detect the non-association of phase place
Whether phase modulation position PH3 has vehicle demand, if there being vehicle demand, phase place green light right-of-way switches
To non-coordinating phase place PH3, operating procedure 6;Otherwise phase place green light right-of-way switches to coordinate phase
Position PH1;
Step 6: give non-coordinating phase place PH3 green time to Minph3, phase place green light passes through
Power switches to coordinate phase place PH1;
Step 7: judge whether crossing i is currently running coordination phase place PH1, if it is performs step
Rapid 8;If otherwise performing step 9;
Step 8: phase place PH1 to be coordinated is run to Minph1, phase place green light right-of-way non-coordinating
Phase place PH2, gives non-coordinating phase place PH2 green time to Minph2, then judge PH2 phase
Position vehicle detection demand, if be detected that there is vehicle demand, run unit green prolongation time Extph2,
Until Max 'ph2;If demand without vehicle, phase place green light right-of-way non-coordinating phase place PH3, give
Give non-coordinating phase place PH3 green time to Minph3, then judge that PH3 phase place vehicle detection needs
Ask, if be detected that there is vehicle demand, run unit green prolongation time Extph3, until Max 'ph3,
If demand without vehicle, phase place green light right-of-way coordinates phase place PH1, Max 'ph2、Max′ph3Point
Not for phase place PH2 after adjusting, maximum green time performed by PH3;
Step 9: judge whether crossing i is currently running non-coordinating phase place PH2, if it is performs
Step 10;If otherwise performing step 11;
Step 10: give non-coordinating phase place PH2 green time to Minph2, then judge PH2
Phase place vehicle detection demand, if be detected that there is vehicle demand, the run unit green prolongation time
Extph2, until Max 'ph2;If demand without vehicle, phase place green light right-of-way non-coordinating phase place
PH3, gives non-coordinating phase place PH3 green time to Minph3, then judge PH3 phase place vehicle
Detection demand, if be detected that there is vehicle demand, run unit green prolongation time Extph3, directly
To Max 'ph3If, without vehicle demand, phase place green light right-of-way non-coordinating phase place PH1;
Step 11: give non-coordinating phase place PH3 green time to Minph3, then judge PH3
Phase place vehicle detection demand, if be detected that there is vehicle demand, the run unit green prolongation time
Extph3, until offseti-Minph3If without vehicle demand, phase place green light right-of-way coordinates phase
Position PH1.
Wherein:
Δ t=(Minph1-tph1+ki)-offseti
liFor coordinating the crossing i distance away from crossing, upstream;viFor average speed.
The minimum green time determines method:
The control theory that the present invention is taked is implemented based on sensing control model, coupling system
Convenience, so, Loop detector layout position is arranged on before stop line in the range of 2-20 rice.
Minimum green time determines that method is as follows:
GmiN=Max [Gmin v,Gmin p]
Gmin v=Slagv+ht×Integer(L/S)
Wherein: GminPhase place minimum green time;Gmin vFor motor vehicle minimum green time;Gmin p
For pedestrian's street crossing safety time;SlagvDelay time at stop, general value 4 seconds is initiateed for vehicle;Ht is
Time headway, the general value 2-3 second;L is the wagon detector distance to stop line;S is
Detector is to the parking space in stop line parking interval, general value 5-6 rice;SlagpFor pedestrian
The initial delay time at stop, general value 5 seconds;W is pedestrian's street crossing width;vpFor pedestrian's street crossing speed
Degree;tgFor copper sulfate basic.
The maximum green time determines method:
Gmax=Min [gmax,tc]
CV is key signal phase flow rate, and unit is /h;CS be key signal phase the volume of traffic it
With, unit it is /h;RS is with reference to total flow, and unit is /h;C is Cycle Length,
When calculating Cycle Length, RS is carried out the coefficient weighting of 0.9, its objective is all of
Crucial traffic flow takes the available traffic capacity of 90%;L is the green light lost time of each cycle.
When calculating maximum green time, coordinate phase place value and press gmaxCalculated value, in each cycle
In, coordinate the passed through vehicle number of phase place and be designated as Ntv, it is known that, within the cycle, coordinate phase place vehicle
Percent of pass is Ntv/Sv, SvBy the saturated magnitude of traffic flow of analysis track group.In order to make coordination phase
Position and non-coordinating phase place reach the equilibrium of the vehicle percent of pass in the cycle, and non-coordinating phase calculation is
During big green time, take gmaxAnd tcMinimum of a value, tcVehicle percent of pass for non-coordinating phase place reaches
To Ntv/SvTime required during value.The maximum calculating non-coordinating phase place in this manner is green
The lamp time, comparing traditional maximum green time computational methods, the method can equalize in road network
Vehicle distribution, improve the road passage capability of whole signalized intersections, especially non-coordinating phase
When the magnitude of traffic flow of the different directions in Wei is the most reciprocity, the method can save green time.
The unit green prolongation time determines method:
When unit green extension is carried out value, need to examine detector to stop line away from
From and Vehicle Speed, to ensure that the vehicle that is detected has enough after obtaining right-of-way
Time by stop line, so, the position of detector is difficult to long, in order to improve laying
Feasibility and exploitativeness, in the range of the design attitude to detector is 2-20 rice herein, as
Fruit is by 20 meters of calculating, and minimum average speed is based on 6 meter per seconds, and vehicle is from being detected by stopping
The time of fare is 3.3 seconds, and unit green extension should be not less than this time, meanwhile, single
Position green time should be not less than saturation headway.If the flow rate in certain track by 1200/
Hour calculate, average headway is 3600/1200, is 3 seconds, the same vehicle of its calculated value
Approximated by the time value of stop line from being detected, so, herein unit green light is being extended
During time value, take the maximum of the two, be then multiplied by weight coefficient, to ensure vehicle pass-through
Efficiency.
E=k0×Max[pt,ht]
pt=L/vi
Ht is time headway, the general value 2-3 second;L be wagon detector to stop line away from
From, viFor average speed, so ptFor vehicle from the time being detected by stop line;k0
Depending on road traffic characteristic, general urban road flat peak period value 1.1.
Claims (6)
1. intersection signal based on sensing control model is coordinated to control optimization method, it is characterised in that include as follows
Step:
Step 1: benchmark crossing brings into operation and coordinates phase place PH1, if offseti≤ki, then step 2 is performed;If
offseti>ki, then step 7 is performed;Wherein offsetiFor coordinating crossing i offset optimization value, kiFor crossing i's
Optimum error coefficient;
Step 2: judge whether crossing i is currently running coordination phase place PH1, if it is, perform step 3;If not,
Then perform step 4;
Step 3: if Δ t≤xi, phase place PH1 to be coordinated is run to Minph1, phase place green light right-of-way switches to non-
Coordinate phase place PH2, give non-coordinating phase place PH2 green time to Minph2;Phase place green light right-of-way switches
To non-coordinating phase place PH3, give non-coordinating phase place PH3 green time to Minph3;Then phase place green light leads to
Row power switches to coordinate phase place PH1;If Δ t > xi, phase place green light right-of-way is continually maintained in PH1;Δt
For offsetiRun to minimum green time differed from time, x away from all phase placesiTravel for coordinating the vehicle in phase place
The average hourage in 1/4 section, Minph1、Minph2、Minph3It is respectively phase place PH1, PH2, PH3
Minimum green time;
Step 4: judge whether crossing i is currently running non-coordinating phase place PH2, if it is, perform step 5;As
The most no, then perform step 6;
Step 5: give non-coordinating phase place PH2 green time to Minph2, detection phase place non-coordinating phase place PH3 is
No have vehicle demand, if there being vehicle demand, phase place green light right-of-way switches to non-coordinating phase place PH3, runs
Step 6;Otherwise phase place green light right-of-way switches to coordinate phase place PH1;
Step 6: give non-coordinating phase place PH3 green time to Minph3, phase place green light right-of-way switches to coordinate
Phase place PH1;
Step 7: judge whether crossing i is currently running coordination phase place PH1, if it is performs step 8;If not
Then perform step 9;
Step 8: phase place PH1 to be coordinated is run to Minph1, phase place green light right-of-way switches to non-coordinating phase place PH2,
Give non-coordinating phase place PH2 green time to Minph2, then judge PH2 phase place vehicle detection demand, as
Fruit has detected vehicle demand, run unit green prolongation time Extph2, until Max 'ph2;If without vehicle
Demand, phase place green light right-of-way switches to non-coordinating phase place PH3, gives non-coordinating phase place PH3 green time
To Minph3, then judge PH3 phase place vehicle detection demand, if be detected that there is vehicle demand, run single
The green prolongation time Ext in positionph3, until Max 'ph3If without vehicle demand, phase place green light right-of-way coordinates phase
Position PH1, Max 'ph2、Max′ph3Phase place PH2 after respectively adjusting, the maximum green light performed by PH3
Time;
Step 9: judge whether crossing i is currently running non-coordinating phase place PH2, if it is performs step 10;If
Otherwise perform step 11;
Step 10: give non-coordinating phase place PH2 green time to Minph2, then judge PH2 phase place vehicle detection
Demand, if be detected that there is vehicle demand, run unit green prolongation time Extph2, until Max 'ph2;As
Fruit is without vehicle demand, and phase place green light right-of-way switches to non-coordinating phase place PH3, gives non-coordinating phase place PH3
Green time is to Minph3, then judge PH3 phase place vehicle detection demand, if be detected that there is vehicle demand,
Run unit green prolongation time Extph3, until Max 'ph3If, without vehicle demand, phase place green light right-of-way
Switch to non-coordinating phase place PH3;
Step 11: give non-coordinating phase place PH3 green time to Minph3, then judge PH3 phase place vehicle detection
Demand, if be detected that there is vehicle demand, run unit green prolongation time Extph3, until offseti-Minph3,
If demand without vehicle, phase place green light right-of-way switches to coordinate phase place PH1.
Method the most according to claim 1, it is characterised in that after coordination phase place is run at benchmark crossing, association
Adjust crossing i at the moment t that certain is specifiediRunning the coordination phase place of crossing i, this specifies moment tiDetermination method
As follows:
ti=offseti~offseti±ki;
ki=Minph2+Minph3。
Method the most according to claim 2, it is characterised in that described minimum green time determines that method is as follows:
Gmin=Max [Gmin v,Gmin p]
Gmin v=Slagv+ht×Integer(L/S)
Wherein: GminFor phase place minimum green time;Gmin vFor motor vehicle minimum green time;Gmin pFor pedestrian's mistake
Street safety time;SlagvThe delay time at stop is initiateed for vehicle;Ht is time headway;L is that wagon detector arrives parking
The distance of line;S is the detector parking space to stop line parking interval;SlagpThe delay time at stop is initiateed for pedestrian;
W is pedestrian's street crossing width;vpFor pedestrian crossing speed;tgFor copper sulfate basic.
Method the most according to claim 3, it is characterised in that described maximum green time determines that method is as follows:
Gmax=Min [gmax,tc]
Wherein, GmaxFor phase place maximum green time;CV is key signal phase flow rate, and unit is /h;CS is crucial
The volume of traffic sum of phase place, unit is /h;RS is with reference to total flow, and unit is /h;C is Cycle Length;
L is the green light lost time of each cycle.
Method the most according to claim 4, it is characterised in that
Δ t=(Minph1-tph1+ki)-offseti
liFor coordinating the crossing i distance away from crossing, upstream;viFor average speed;tph1For phase place PH1 run time
Between;tripiFor coordinating the crossing i average hourage away from crossing, upstream;
Ji=Maxph2+Maxph3;
Maxph2、Maxph3It is respectively crossing i non-coordinating phase place PH2, the maximum green time of PH3, maximum green light
Time refers to accessible maximum time value when phase time extends.
Method the most according to claim 5, it is characterised in that unit green prolongation time ExtThe method of determination is:
Ext=k0×Max[pt,ht]
pt=L/vi
Ht is time headway;L is the wagon detector distance to stop line, viFor average speed, so ptFor vehicle
From the time being detected by stop line;k0For weight coefficient.
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JP2021508385A (en) * | 2018-10-16 | 2021-03-04 | ベイジン ディディ インフィニティ テクノロジー アンド ディベロップメント カンパニー リミティッド | Adaptive traffic control using vehicle trajectory data |
CN111540197B (en) * | 2020-04-17 | 2022-03-18 | 浙江大华技术股份有限公司 | Lane function division method and device, electronic equipment and storage medium |
CN112233430A (en) * | 2020-10-21 | 2021-01-15 | 上海宝康电子控制工程有限公司 | Method for realizing induction type dynamic green wave control in traffic signal control management |
CN112233435B (en) * | 2020-12-18 | 2021-04-02 | 深圳市城市交通规划设计研究中心股份有限公司 | Traffic control method, system, terminal device and storage medium |
CN113470390B (en) * | 2021-07-09 | 2022-08-05 | 公安部交通管理科学研究所 | Multiphase dynamic coordination control method for short-link intersection edge node fusion |
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