CN105679032A - Traffic control subsegment division method in city traffic flow oversaturation state - Google Patents

Traffic control subsegment division method in city traffic flow oversaturation state Download PDF

Info

Publication number
CN105679032A
CN105679032A CN201610171594.1A CN201610171594A CN105679032A CN 105679032 A CN105679032 A CN 105679032A CN 201610171594 A CN201610171594 A CN 201610171594A CN 105679032 A CN105679032 A CN 105679032A
Authority
CN
China
Prior art keywords
section
phase place
crossing
threshold value
subarea
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.)
Granted
Application number
CN201610171594.1A
Other languages
Chinese (zh)
Other versions
CN105679032B (en
Inventor
沈国江
吴佳浩
杜建波
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.)
Zhejiang University of Technology ZJUT
Original Assignee
Zhejiang University of Technology ZJUT
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 Zhejiang University of Technology ZJUT filed Critical Zhejiang University of Technology ZJUT
Priority to CN201610171594.1A priority Critical patent/CN105679032B/en
Publication of CN105679032A publication Critical patent/CN105679032A/en
Application granted granted Critical
Publication of CN105679032B publication Critical patent/CN105679032B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • G08G1/0133Traffic data processing for classifying traffic situation

Landscapes

  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)

Abstract

The invention relates to a traffic control subsegment division method in a city traffic flow oversaturation state, which is provided specific to the characteristics of traffic flow in large scale city road network oversaturation state, and realizes subsegment division on intersections of similar passage states in a road network based on a city traffic congestion formation mechanism. According to the constantly changing traffic flow in an oversaturation state, the method performs dynamic division, and provides reliable basic conditions for the realization of a signal control algorithm in an oversaturation state; according to the real time detection data of each intersection and section in the road network, the method can automatically identify intersection and section congestion states, and dynamically divide oversaturation subsegments according to the intersection and section congestion states. The method can effectively perform subsegment division on a city oversaturation road network, has the automatic and real-time dynamic oversaturation subsegment division effect which is better than traditional single oversaturation subsegment division, and provides an effective division method for the road network in a city oversaturation state.

Description

A kind of traffic control sub-area division method under urban traffic flow hypersaturated state
Technical field
The present invention relates to wisdom field of traffic, particularly relate to a kind of traffic control sub-area division method under urban traffic flow hypersaturated state.
Background technology
Along with the development of urban economy, vehicle guaranteeding organic quantity presents the state of increase fast, and urban road increases limited and slow, the normal traffic trip in city is caused seriously to be obstructed, traffic congestion takes place frequently, vehicle transport efficiency significantly declines, and affects the normal trip of city resident, governs economic development. Special in big city, supersaturation traffic congestion has become normality. Supersaturation traffic congestion and the following problem such as environmental pollution and energy shortage have become the great problem affecting urban development and civil plantation level.
As extremely important means of Modern City Traffic management, whether the quality of Controlling Traffic Signals in Urban Roads design optimization will decide dredging that urban road vehicle runs to a great extent. But the traffic efficiency of vehicle under supersaturation traffic behavior is extremely low, energy consumption is very big. Therefore designing the control of the signal under city supersaturation traffic behavior is the emphasis administering Urban traffic.
Complicated city road network is under supersaturation traffic behavior, in road network administrative area, different zones has different traffic characteristic (comprising trafficm ode structure, the volume of traffic, the flow direction etc.), it carries out total tune is very difficult, because general road network cooperation control needs the unified signal period, and make time signal period of crossings all in city equal or become multiple relation to be unrealistic. It is thus desirable to span of control is divided into different control areas, corresponding control program is designed according to the traffic flow feature of self in each control area, namely needs to divide control work zone under hypersaturated state.
As the prerequisite of supersaturation traffic behavior signal coordinated control, under supersaturation traffic behavior, the division methods in subarea has following feature: if 1. having similar traffic character between adjacent crossing, they then should be divided in same control work zone, continuous to guarantee that traffic flow runs.2. need to judge to be divided into adjacent crossing the evacuation whether same control work zone contributes to supersaturation stream; 3. need to consider to join in supersaturation control work zone by crossing lower for some saturation ratios, to allow saturated wagon flow obtain the continuous release of fast and stable, alleviate supersaturation traffic behavior.
1) supersaturation traffic behavior sub-area division method has achievement in research both at home and abroad, SCATS system carries out adaptive control using subsystem (sub-system) form as minimum coordination unit, the concept in its subsystem and subarea, when traffic flow changes time, its subarea is readjusted by each crossing traffic situation and their dependencys each other. and two is defining of control texture scope claimed according to supersaturation control strategy. and Tongji University's poplar twilight is from differentiation supersaturation section, taking the relational degree between crossing as quantizating index, set up and validate association degree computation model, and by defining blocked-off region, zone of transition and normality district and dissipation district propose the method for dynamically partitioning of traffic control community under hypersaturated state. but the hypersaturated state identification at crossing is not considered in above-mentioned research in time, and block up and spread to face again to line by point, therefore can affect the effect of division.
Summary of the invention
The present invention overcomes above-mentioned weak point, object is to provide a kind of traffic control sub-area division method under urban traffic flow hypersaturated state, present method is according to the real-time detector data at crossing each in road network and section, automatically identify crossing and section jam level, more dynamically divide supersaturation subarea with the jam level in crossing, section; Can promptly and accurately identify supersaturation crossing in time and dynamically divide subarea, be conducive to improving signal controlling efficiency under supersaturation traffic behavior.
The present invention achieves the above object by the following technical programs: a kind of traffic control sub-area division method under urban traffic flow hypersaturated state, comprises step as follows:
(1) calculate according to the real-time detector data in crossing and section in each phase place of single intersection and flow mostly to saturation ratio, queuing ratio that each phase place flows mostly to section, upstream;
(2) the queuing ratio utilizing each phase place to flow mostly to section, upstream calculates section congestion degree;
(3) judge that each phase place of single intersection flows mostly to saturation ratio, queue up in section, upstream and than whether all reach respective threshold value, if all reaching threshold value, then using this crossing as sub-area division starting point; Otherwise terminate; Wherein threshold value is default;
(4) judge to be connected with sub-area division starting point crossing the real-time section congestion degree in section, if real-time section congestion degree reaches threshold value, then joins in this subarea by the crossing that section and two ends thereof are connected, performs next step after taking out the crossing newly adding subarea; If without the connected section reaching threshold value, sub-area division terminates, and this crossing is divided into separately a subarea; Wherein threshold value is default;
(5) the starting point single or multiple crossings newly adding subarea extended as subarea successively, extract the real-time section congestion degree in the section that is connected with crossing, if the real-time congestion degree in section exceedes threshold value, then this section and connected crossing thereof are joined in subarea, take out the crossing newly adding subarea, enter step (6); If without reaching threshold value section, then terminating the diffusion in subarea, sub-area division terminates; Wherein threshold value is default;
(6) repeated execution of steps (5), until sub-area division terminates.
As preferably, the formula flowing mostly to saturation ratio in each phase place of described step (1) calculating single intersection is as follows:
x i , j = q i , j C i = q i , j λ i q s , i
Wherein, qi,jFor the traffic flow flowing mostly to j arrival stop line of phase place i, unit is veh/h;CiFor the traffic capacity of phase place i, unit is PCU/h; λiFor the green letter of phase place i compares; qs,iFor the saturated flow of phase place i, unit is PCU/h.
As preferably, in described step (1), the calculation formula of the queuing ratio that each phase place flows mostly to section, upstream is as follows:
l = L L R
Wherein, L be phase place flow mostly to section, upstream after phase place green light terminates queuing length, LRFor the length in section.
As preferably, definition and the calculation formula of described step (2) section congestion degree are as follows:
C=max (l1, l2)
l 1 = L 1 L R 1
l 2 = L 2 L R 2
Wherein, C is the section between two adjacent crossings, l1、l2For the section R that Liang Ge direction, this section is corresponding1、R2Queuing ratio.
The useful effect of the present invention is: (1) present method can identify supersaturation crossing timely and accurately and dynamically divide subarea, is conducive to improving signal controlling efficiency under supersaturation traffic behavior; (2) supersaturation road network in city being carried out effective sub-area division, multi-class supersaturation sub-area division effect is better than the single supersaturation sub-area division of tradition.
Accompanying drawing explanation
Fig. 1 is the city road network schematic diagram in the embodiment of the present invention.
Embodiment
Below in conjunction with specific embodiment, the present invention is described further, but protection scope of the present invention is not limited in this:
Embodiment: as shown in Figure 1, one has the city road network at 12 crossings, and there is care testing device in each crossing and section for detecting the volume of traffic needed for each: the green letter ratio of the flow direction that crossing respectively flows to, the length of the queuing of vehicle, crossing signal. Having the flow direction (also likely only having a flow direction) that two main between any two crossings, be designated as a section, there is a real-time crowding in every bar section. First assume that in these 12 crossings, multiple crossing reaches the traffic behavior of supersaturation, concrete determination methods following 1) shown in, A crossing is one of them, wherein the crowding in the section that AB, BC, AD, DE, EF represent exceedes threshold value, and in road network, other section crowdings all do not exceed threshold value. Following step is assumed first from the A of crossing, divide subarea.
A kind of traffic control sub-area division method under urban traffic flow hypersaturated state: according to real-time traffic, the queuing ratio flowing mostly to saturation ratio, connected section of dynamic calculation crossing phase place, all cross the calculating to this two indices, identify the crossing of the state of reaching capacity, and then the crowding of combining road carries out the division in subarea, step is as follows:
1) by define and calculate flow to saturation ratio, section queuing than the supersaturation traffic behavior identifying single intersection:
First calculate in each phase place of single intersection and flow mostly to saturation ratio:
x i , j = q i , j C i = q i , j λ i q s , i
In formula: qi,jFor the traffic flow (veh/h) flowing mostly to j arrival stop line of phase place i, CiFor the traffic capacity (PCU/h) of phase place i, λiFor the green letter ratio of phase place i, qs,iFor the saturated flow (PCU/h) of phase place i;
Then the queuing ratio that each phase place flows mostly to section, upstream is calculated:
l = L L R
In formula: L be phase place flow mostly to section, upstream after phase place green light terminates queuing length, LRFor the length in section.
Can judge: work as xi,jTime bigger, it is possible to think that the wagon flow amount of this flow direction is bigger. Work as xi,jWhen being greater than a threshold value, it is possible to think the state of reaching capacity. Work as xi,jTime less, then two kinds of situations may occur, one is that wagon flow amount is natively smaller, and two is because the traffic behavior that crossing reaches supersaturation causes lower wagon flow dissipation degree, it is thus desirable to the queuing situation by vehicle is in addition dialectical, namely works as xi,jWhen being less than certain threshold value, such as xi,j<0.3, then also to be got the queuing flowing mostly to the corresponding section, upstream of j than l, if queuing up than being greater than certain threshold value, such as l>0.1, then can judge that this flow direction has been in hypersaturated state.
2) definition and calculating section crowding:
C=max (l1,l2)
l 1 = L 1 L R 1
l 2 = L 2 L R 2
In formula: C is the section between two adjacent crossings, l1、l2For the section R that Liang Ge direction, this section is corresponding1、R2Queuing ratio.
3) sub-area division is carried out:
Step1: the isolated intersection traffic state identification method in 2 carries out traffic status identification in all crossings in road network to specifying as requested, puts into a set M by all crossings reaching hypersaturated statekIn. Make i=j=k=0;
Step2: at set MkIn choose any one crossing and (m might as well be designated ask) as the division starting point in single subarea;
Step3: by mkA set A is put at crossingi, note ai,sFor AiIn the s crossing element;
Step4: get crossing ai,sThe congested in traffic degree l in connected section, judges the crowding threshold value l whether each section crowding is definite more than successivelyomax, by l > and lomaxSet B is put at the crossing that section is connected;
Step5: judge whether AiIn all crossings all processed through Step4, if not, enter Step6, if yes then enter Step7;
Step6: make s=s+1, returns Step4;
Step7: judge whether i > 0, if, then order set C=B-Ai∪Ai-1, if not, make C=B-Ai;
Step8: judge whether set C is empty, if not empty, then carries out next step. If it is empty, then Step10 is entered;
Step9: make i=i+1, puts into set A by crossing in set Ci, clear empty set B, C, make s=0 return to Step4;
Step10: make Tj=A0∪A1∪...Ai, k=k+1, j=j+1, make Mk=Mk-1-Mk-1∩Tj-1;
Step11: judge MkWhether it is empty, then returns to Step2 if not empty. Then carry out next step if it is empty;
Step12: divide end and obtain subarea: T1,T2...Tj
By above method, the subarea that contains ABCDEF crossing finally can be obtained.
The know-why being specific embodiments of the invention and using described in above, if the change done according to the conception of the present invention, its function produced does not exceed specification sheets yet and accompanying drawing is contained spiritual time, protection scope of the present invention must be belonged to.

Claims (4)

1. the traffic control sub-area division method under a urban traffic flow hypersaturated state, it is characterised in that, comprise step as follows:
(1) calculate according to the real-time detector data in crossing and section in each phase place of single intersection and flow mostly to saturation ratio, queuing ratio that each phase place flows mostly to section, upstream;
(2) the queuing ratio utilizing each phase place to flow mostly to section, upstream calculates section congestion degree;
(3) judge that each phase place of single intersection flows mostly to saturation ratio, queue up in section, upstream and than whether all reach respective threshold value, if all reaching threshold value, then using this crossing as sub-area division starting point; Otherwise terminate; Wherein threshold value is default;
(4) judge to be connected with sub-area division starting point crossing the real-time section congestion degree in section, if real-time section congestion degree reaches threshold value, then joins in this subarea by the crossing that section and two ends thereof are connected, performs next step after taking out the crossing newly adding subarea; If without the connected section reaching threshold value, sub-area division terminates, and this crossing is divided into separately a subarea; Wherein threshold value is default;
(5) the starting point single or multiple crossings newly adding subarea extended as subarea successively, extract the real-time section congestion degree in the section that is connected with crossing, if the real-time congestion degree in section exceedes threshold value, then this section and connected crossing thereof are joined in subarea, take out the crossing newly adding subarea, enter step (6); If without reaching threshold value section, then terminating the diffusion in subarea, sub-area division terminates; Wherein threshold value is default;
(6) repeated execution of steps (5), until sub-area division terminates.
2. the traffic control sub-area division method under a kind of urban traffic flow hypersaturated state according to claim 1, it is characterised in that: the formula flowing mostly to saturation ratio in each phase place of described step (1) calculating single intersection is as follows:
x i , j = q i , j C i = q i , j &lambda; i q s , i
Wherein, qi,jFor the traffic flow flowing mostly to j arrival stop line of phase place i, unit is veh/h; CiFor the traffic capacity of phase place i, unit is PCU/h; λiFor the green letter of phase place i compares; qs,iFor the saturated flow of phase place i, unit is PCU/h.
3. the traffic control sub-area division method under a kind of urban traffic flow hypersaturated state according to claim 1, it is characterised in that: in described step (1), the calculation formula of the queuing ratio that each phase place flows mostly to section, upstream is as follows:
l = L L R
Wherein, L be phase place flow mostly to section, upstream after phase place green light terminates queuing length, LRFor the length in section.
4. the traffic control sub-area division method under a kind of urban traffic flow hypersaturated state according to claim 1, it is characterised in that: definition and the calculation formula of described step (2) section congestion degree are as follows:
C=max (l1, l2)
l 1 = L 1 L R 1
l 2 = L 2 L R 2
Wherein, C is the section between two adjacent crossings, l1、l2For the section R that Liang Ge direction, this section is corresponding1、R2Queuing ratio.
CN201610171594.1A 2016-03-24 2016-03-24 A kind of traffic control sub-area division method under urban traffic flow hypersaturated state Active CN105679032B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610171594.1A CN105679032B (en) 2016-03-24 2016-03-24 A kind of traffic control sub-area division method under urban traffic flow hypersaturated state

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610171594.1A CN105679032B (en) 2016-03-24 2016-03-24 A kind of traffic control sub-area division method under urban traffic flow hypersaturated state

Publications (2)

Publication Number Publication Date
CN105679032A true CN105679032A (en) 2016-06-15
CN105679032B CN105679032B (en) 2018-05-29

Family

ID=56215014

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610171594.1A Active CN105679032B (en) 2016-03-24 2016-03-24 A kind of traffic control sub-area division method under urban traffic flow hypersaturated state

Country Status (1)

Country Link
CN (1) CN105679032B (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107067768A (en) * 2017-04-24 2017-08-18 河南省城乡规划设计研究总院有限公司 A kind of supersaturated traffic flow self-organizing signal control method in city
CN108038000A (en) * 2017-12-08 2018-05-15 中国电子科技集团公司第二十八研究所 A kind of dynamic partition processing method based on maritime traffic flow
CN108198412A (en) * 2017-12-06 2018-06-22 广东交通职业技术学院 Supersaturated road network multi layer control boundary dynamics division methods based on MFD under car networking
CN108320511A (en) * 2018-03-30 2018-07-24 江苏智通交通科技有限公司 Urban highway traffic sub-area division method based on spectral clustering
CN108335496A (en) * 2018-01-02 2018-07-27 青岛海信网络科技股份有限公司 A kind of City-level traffic signal optimization method and system
CN108399742A (en) * 2018-01-30 2018-08-14 昆明理工大学 A kind of traffic situation thermal map method for visualizing based on traffic saturation degree
CN110889967A (en) * 2019-11-28 2020-03-17 北京航空航天大学 Overflow risk balance signal control optimization method based on main road segmentation
CN111564047A (en) * 2019-02-14 2020-08-21 阿里巴巴集团控股有限公司 Signal control area segmentation method and device and electronic equipment
CN112289043A (en) * 2020-10-28 2021-01-29 上海电科智能***股份有限公司 Intelligent signal coordination control optimization method for urban road
CN112509318A (en) * 2020-11-11 2021-03-16 青岛海信网络科技股份有限公司 Traffic control area division method and server

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070208495A1 (en) * 2006-03-03 2007-09-06 Chapman Craig H Filtering road traffic condition data obtained from mobile data sources
CN102722986A (en) * 2012-06-28 2012-10-10 吉林大学 Urban road network traffic control subarea dynamic partitioning method
US20130138331A1 (en) * 2011-11-29 2013-05-30 International Business Machines Corporation Heavy vehicle traffic flow optimization
CN103208191A (en) * 2012-01-13 2013-07-17 上海济祥智能交通科技有限公司 Optimization method for signal coordination control of urban road intersections under over-saturation condition
CN104299432A (en) * 2014-10-31 2015-01-21 青岛海信网络科技股份有限公司 Supersaturated intersection signal lamp control method and device
CN104966402A (en) * 2015-06-05 2015-10-07 吉林大学 Supersaturated traffic flow intersection queue overflow prevention and control method
CN105206070A (en) * 2015-08-14 2015-12-30 公安部交通管理科学研究所 Real-time road traffic signal coordination optimization control method and control system thereof

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070208495A1 (en) * 2006-03-03 2007-09-06 Chapman Craig H Filtering road traffic condition data obtained from mobile data sources
US20130138331A1 (en) * 2011-11-29 2013-05-30 International Business Machines Corporation Heavy vehicle traffic flow optimization
CN103208191A (en) * 2012-01-13 2013-07-17 上海济祥智能交通科技有限公司 Optimization method for signal coordination control of urban road intersections under over-saturation condition
CN102722986A (en) * 2012-06-28 2012-10-10 吉林大学 Urban road network traffic control subarea dynamic partitioning method
CN104299432A (en) * 2014-10-31 2015-01-21 青岛海信网络科技股份有限公司 Supersaturated intersection signal lamp control method and device
CN104966402A (en) * 2015-06-05 2015-10-07 吉林大学 Supersaturated traffic flow intersection queue overflow prevention and control method
CN105206070A (en) * 2015-08-14 2015-12-30 公安部交通管理科学研究所 Real-time road traffic signal coordination optimization control method and control system thereof

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107067768B (en) * 2017-04-24 2019-08-16 河南省城乡规划设计研究总院有限公司 A kind of city supersaturation traffic flow self-organizing signal control method
CN107067768A (en) * 2017-04-24 2017-08-18 河南省城乡规划设计研究总院有限公司 A kind of supersaturated traffic flow self-organizing signal control method in city
CN108198412A (en) * 2017-12-06 2018-06-22 广东交通职业技术学院 Supersaturated road network multi layer control boundary dynamics division methods based on MFD under car networking
CN108198412B (en) * 2017-12-06 2020-02-07 广东交通职业技术学院 Supersaturated road network multilayer control boundary dynamic division method based on MFD under Internet of vehicles
WO2019109561A1 (en) * 2017-12-06 2019-06-13 广东交通职业技术学院 Mfd-based method for dynamically creating multiple control boundaries in over-saturated street network in internet of vehicles environment
CN108038000A (en) * 2017-12-08 2018-05-15 中国电子科技集团公司第二十八研究所 A kind of dynamic partition processing method based on maritime traffic flow
CN108038000B (en) * 2017-12-08 2021-05-14 中国电子科技集团公司第二十八研究所 Dynamic partition processing method based on marine traffic flow
CN108335496A (en) * 2018-01-02 2018-07-27 青岛海信网络科技股份有限公司 A kind of City-level traffic signal optimization method and system
CN108335496B (en) * 2018-01-02 2020-07-10 青岛海信网络科技股份有限公司 City-level traffic signal optimization method and system
CN108399742A (en) * 2018-01-30 2018-08-14 昆明理工大学 A kind of traffic situation thermal map method for visualizing based on traffic saturation degree
CN108399742B (en) * 2018-01-30 2020-12-15 昆明理工大学 Traffic situation heat map visualization method based on traffic saturation
CN108320511A (en) * 2018-03-30 2018-07-24 江苏智通交通科技有限公司 Urban highway traffic sub-area division method based on spectral clustering
CN111564047A (en) * 2019-02-14 2020-08-21 阿里巴巴集团控股有限公司 Signal control area segmentation method and device and electronic equipment
CN110889967A (en) * 2019-11-28 2020-03-17 北京航空航天大学 Overflow risk balance signal control optimization method based on main road segmentation
CN110889967B (en) * 2019-11-28 2023-11-28 北京航空航天大学 Overflow risk balance signal control optimization method based on main road segmentation
CN112289043A (en) * 2020-10-28 2021-01-29 上海电科智能***股份有限公司 Intelligent signal coordination control optimization method for urban road
CN112509318A (en) * 2020-11-11 2021-03-16 青岛海信网络科技股份有限公司 Traffic control area division method and server

Also Published As

Publication number Publication date
CN105679032B (en) 2018-05-29

Similar Documents

Publication Publication Date Title
CN105679032A (en) Traffic control subsegment division method in city traffic flow oversaturation state
CN103559795B (en) Multi-strategy and multi-object self-adaptation traffic control method
CN103186984B (en) Method for triggering transformation of steering function of variable guidance lanes at urban intersections
CN101894477B (en) Self-locking control method for controlling road network traffic through urban signal lamps
CN102169634B (en) Priority evacuation control method for traffic congestion
CN103680157B (en) A kind of vehicle queue&#39;s overflow pre-judging method towards city bottleneck road
CN104050803B (en) A kind of region highway network evaluation of running status method
CN101308604B (en) Traffic coordinating and controlling method with strategy of big range
CN105096615B (en) Signalling-unit-based adaptive optimization control system
WO2019061933A1 (en) Traffic signal chord panning control method and system
CN103280113A (en) Self-adaptive intersection signal control method
CN108109398A (en) A kind of overhead expressway Coordinated Ramp Control System and control method
CN106297326A (en) Based on holographic road network tide flow stream Lane use control method
CN105336183A (en) Traffic congestion control method and device based on road section passing capacity
CN102034353B (en) Method for measuring and calculating queuing length caused by traffic accidents on urban road based on fixed detectors
CN105405301B (en) Right-turn signal induction control method for eliminating straight-right-turn convergence conflict
CN104778835B (en) High-grade road multi-bottleneck-point congestion evolution space-time range identification method
CN104680788B (en) A kind of eco-resi stance computational methods for traffic route selection
CN103794065B (en) Active urban road area signal timing parameter collaborative optimization method
CN107730886A (en) Dynamic optimization method for traffic signals at urban intersections in Internet of vehicles environment
CN103871241A (en) Lane dynamic partitioning control method for expressway intersection area
CN102646330A (en) Intelligent calculating method for traffic relevancy of adjacent road junctions
CN106023608A (en) Crossroad traffic signal lamp real time dynamic timing method
CN109272747A (en) A kind of variable guided vehicle road attribute dynamic adjustment threshold setting method of signal control level-crossing
CN102005122A (en) Multi-ramp conditioning method and system

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant