CN102368351B - Method for eliminating traffic conflict of two vehicles at intersection without signal - Google Patents

Method for eliminating traffic conflict of two vehicles at intersection without signal Download PDF

Info

Publication number
CN102368351B
CN102368351B CN201110319331.8A CN201110319331A CN102368351B CN 102368351 B CN102368351 B CN 102368351B CN 201110319331 A CN201110319331 A CN 201110319331A CN 102368351 B CN102368351 B CN 102368351B
Authority
CN
China
Prior art keywords
vehicle
conflict
car
priority
traffic
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.)
Active
Application number
CN201110319331.8A
Other languages
Chinese (zh)
Other versions
CN102368351A (en
Inventor
王云鹏
鲁光泉
余贵珍
田大新
张然
鲍泽文
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.)
Beihang University
Original Assignee
Beihang University
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 Beihang University filed Critical Beihang University
Priority to CN201110319331.8A priority Critical patent/CN102368351B/en
Publication of CN102368351A publication Critical patent/CN102368351A/en
Application granted granted Critical
Publication of CN102368351B publication Critical patent/CN102368351B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Traffic Control Systems (AREA)

Abstract

The invention discloses a method for eliminating a traffic conflict of two vehicles at an intersection without a signal. The method comprises the following steps: vehicle information collection and pretreatment; vehicle-to-vehicle conflict danger identification; vehicle-to-vehicle conflict type determination; determination on a conflict vehicle priority; determination on a conflict elimination strategy; and execution of the conflict elimination strategy. According to the method provided in the invention, driving security of vehicles can be improved and a road passing efficiency can also be enhanced.

Description

A kind of method of clearing up unsignalized intersection two car traffic conflicts
Technical field
The present invention relates to a kind of method of clearing up unsignalized intersection two car traffic conflicts.
Background technology
Along with improving constantly of rapid development of economy and living standards of the people, the recoverable amount of motor vehicle increases sharply, and has caused the sharp tax contradiction between transport need and road equipment.This has especially brought a lot of problems to the level-crossing in city road network to urban road, level-crossing is that various flows produces the concentrated area of conflict to vehicle, reducing the traffic conflict of level-crossing, is one of main method improving Traffic Capacity of Urban Road.
Each city adopts the mode of traffic signals control and traffic channelling to reduce traffic conflict conventionally at present, but for the relatively little crossing of the magnitude of traffic flow, these modes will certainly cause the waste in resource.Development along with intelligent transportation system, intelligent vehicle is the focus of current research, intelligent vehicle can obtain by the information interaction between car and car the driving environment of perfect information, and the control algolithm of clearing up conflict in the control system of vehicle by embedding just can reach the object of automatically clearing up conflict.
Retrieve existing patent, existing patented claim is mainly that the rear-end impact problem for vehicle follow gallop movement proposes corresponding solution.Chinese Patent Application No. 200910155059.7, in vehicle active collision avoidance system > > under patent name < < supports based on VII, vehicle receives after danger warning information, central controller safe condition determination module analyze vehicle under current motion state for fear of the critical following distance required with abnormal driving vehicle generation rear-end impact.Chinese Patent Application No. 200880008694.6, patent name < < is for calculating the method > > of the driving strategy of vehicle collision avoidance track used, and the longitudinal acceleration that the transverse acceleration of vehicle is independent of to vehicle plans that driving trace is to reach the object of collision avoidance.
Retrieve existing paper, existing paper provides some to clear up the algorithm of crossing conflict.Hu Jia is at < < Hunan University journal (natural science edition) (supplementary issue) > > 2004, " crossing vehicle intelligent collision mode efficiency analysis " on 31 (6) enters by two car headstocks relatively time magnitude relationship that battleground and the tailstock leave battleground and derives and draw collision judgment criterion, but the method adopting not only needs to gather the status information from car and his car, also need to gather the geographical location information of crossing, judgement and to clear up needed data message too much conflicts.Xiao Yongjian is at < < Communication and Transportation Engineering journal > > 2009, in " driver based on degree of taking the lead conflict Decision of Collision Avoidance model " on 9 (5), from the angle of conflict avoiding, the crossing behavior of automobile driver in urban intersection is analyzed, application field pattern instrument has been studied driver and has been carried out the decision process of wagon flow while passing through, driver based on degree of the taking the lead Decision of Collision Avoidance model that conflicts has been proposed, the impact of the width that this model has been ignored vehicle on the calculating of degree of taking the lead.Guo Weiwei is at < < Jilin University journal (engineering version) > > 2011, in " traffic conflict discrimination model " on 41 (1), take kinematical theory as basis, first the movement locus of conflict object is described, then analyze the characteristics of motion between conflict object, finally set up the model of describing critical conflict area, there is the standard of differentiating in the conflict of determining, but this model does not provide the algorithm of clearing up vehicle conflict.
Owing to clearing up real-time and the accuracy requirement of conflict, study the conflict resolution method that a kind of information processing capacity is little, reliability is high and have important practical significance for improving travel safety and improving crossing traffic efficiency.
Summary of the invention
The deficiency and the defect that the present invention is directed to existing method existence have proposed a kind of method of clearing up unsignalized intersection two car traffic conflicts, for improving the security of unsignalized intersection, improve the traffic efficiency of road simultaneously.
The method of clearing up unsignalized intersection two car traffic conflicts provided by the invention, the Hazard Recognition that conflicted with pre-service, car car by collecting vehicle information, the judgement of car car conflict type, conflict vehicle priority judge, determine that Strategy of Conflict Resolution, the several steps of execution Strategy of Conflict Resolution form circulation.
The information of vehicles of described collection comprises longitude and latitude position, flight-path angle, speed, angular velocity, the acceleration of two cars.
The information of vehicles of described collection need to pass through necessary pre-service, utilize Gauss projection theory that longitude and latitude position coordinates is converted to Gauss plane coordinate, utilize Kalman filtering to carry out filtering processing to Gauss plane coordinate, flight-path angle, speed, angular velocity, acceleration.
Described conflict Hazard Recognition is to take the status information of current time vehicle to be data basis, utilize the transport condition of vehicle kinematics prediction equation vehicle, and then whether judgement two cars within following a period of time exists traffic conflict.
Described conflict type is, according to the wagon flow feature at crossing, the Fixed traffic point of unsignalized intersection is divided into different classifications, if two cars exist traffic conflict, determines concrete conflict type.
Described vehicle priority is the relevant regulations according to road traffic law, the vehicle that sails unsignalized intersection into is different to the use priority of road, the conflict of every type is carried out to vehicle priority to be determined, set up unsignalized intersection vehicle pass-through rule base, after having determined the conflict type of two cars, can determine according to passing rules storehouse the right-of-way of vehicle.
Described Strategy of Conflict Resolution is under the condition of travelling according to the set plan of travelling at the high vehicle of priority, by regulating the lengthwise movement of the vehicle that priority is low to clear up conflict.
Compared with the conventional method, the present invention is observing on the basis of law on road traffic safety relevant regulations, and the driving strategy by suitable adjustment from car, reaches and clear up traffic conflict, safe and efficient by the object of unsignalized intersection.
Accompanying drawing explanation
Accompanying drawing 1 is unsignalized intersection two car conflicts clears up flow process.
The Fixed traffic point summary view that accompanying drawing 2 is unsignalized intersection.
The track of vehicle figure that accompanying drawing 3 is unsignalized intersection.
Accompanying drawing 4 is interflow conflict resolution diagram.
Embodiment
Below in conjunction with accompanying drawing, the present invention is described in further detail.
Accompanying drawing 1 is unsignalized intersection two car conflicts clears up flow process, the Hazard Recognition that conflict, the judgement of car car conflict type, the judgement of conflict vehicle priority, determines that Strategy of Conflict Resolution, the several steps of execution Strategy of Conflict Resolution form circulation by collecting vehicle information with pre-service, car car.
The information that vehicle collects is the latitude and longitude coordinates (B of two cars i, L i), flight-path angle ψ i, speed v i, angular velocity omega iwith acceleration a i, utilize Gauss projection theory that latitude and longitude coordinates is converted to Gauss plane coordinate (X i, Y i), then the Gauss plane coordinate of two cars, flight-path angle, speed, angular velocity, acceleration are carried out to Kalman filtering to improve its precision.
Take through pretreated car status information is data basis, utilizes vehicle kinematics equation to predict the following transport condition constantly of vehicle:
x ( i + 1 ) = x ( i ) + v ( i ) t s cos ( &psi; ( i ) ) + 1 2 a i t s 2 cos ( &psi; ( i ) )
y ( i + 1 ) = y ( i ) + v ( i ) t s sin ( &psi; ( i ) ) + 1 2 a i t s 2 sin ( &psi; ( i ) )
v(i+1)=v(i)+a(i)t s
ψ(i+1)=ψ(i)+ω(i)t s
a(i+1)=a(i)
ω(i+1)=ω(i)
T wherein sfor iteration step length.If two vehicle models are at t p=pt sthe intersection region that constantly comes into existence, illustrates that two cars exist traffic conflict, by t pbe decided to be the time that vehicle arrives conflict area, the state parameter of two cars is respectively (x i, p, y i, p), v i, p, ψ i, p, a i, p, ω i, p; If two vehicle models are at t q=qt sintersection region starts to disappear constantly, by t qbe decided to be the time that vehicle leaves conflict area.Wherein, p, q is iterations, at t qconstantly, the state parameter of two cars is respectively (x i, q, Y i, q), v i, q, ψ i, q, a i, q, ω i, q.
The Fixed traffic point summary view that accompanying drawing 2 is unsignalized intersection, wagon flow feature according to crossing is divided into different classifications by the Fixed traffic point of unsignalized intersection, the comprehensive span of vehicle flight-path angle and the positive and negative value tag of angular velocity analyzed, the rough driving trace of judging vehicle, and then the particular type of judgement two car conflicts.
The judgement of conflict vehicle priority is to take that the existing law on road traffic safety and implementing regulations thereof are foundation, according to the regulation of the law on road traffic safety > > of the < < People's Republic of China (PRC) and the law on road traffic safety implementing regulations > > of the < < People's Republic of China (PRC), the vehicle that sails from different directions unsignalized intersection into is different to the preferential right of road, according to the difference of right of priority, set up unsignalized intersection vehicle pass-through rule base, after having determined the conflict type of two cars, can determine by calling unsignalized intersection vehicle pass-through rule base the right-of-way of conflict vehicle.
Strategy of Conflict Resolution is under the condition of travelling according to the set plan of travelling at the high vehicle of priority, by regulating the lengthwise movement of the vehicle that priority is low to clear up conflict.For intersecting conflict and shunting conflict, vehicle will travel after rolling region, crossing away from different routes, therefore only need make the vehicle that priority is low arrive conflict area after the high vehicle of priority rolls conflict area away from again; For interflow conflict, consider that conflict vehicle still can still exist the possibility clashing to travel with the state of speeding after rolling region, crossing away from, therefore requires the vehicle that priority is low to travel all the time outside the criticality safety region of the high vehicle of priority.
Intersect and conflict and shunting conflict resolution
The track of vehicle figure that accompanying drawing 3 is unsignalized intersection, conflicts with shunting for intersecting conflict, and the high vehicle of priority is at t qconstantly leave conflict area, in order to take into account traffic safety and efficiency, make vehicle that priority is low at t qconstantly arrive conflict area, even the low vehicle of priority is at t qconstantly arriving should be at t pthe position P point constantly arriving.
The position of supposing the vehicle place that current time priority is low is A point, and position coordinates is (x i, 0, y i, 0), flight-path angle is ψ i, 0, speed is v i, 0, the position coordinates that P is ordered is (x i, p, y i, p), flight-path angle is ψ i, Pand vehicle is made centring circular motion.The air line distance that A, P are 2 is D = | AP | = ( x i , P - x i , 0 ) 2 + ( y i , P - y i , 0 ) 2 , The corresponding central angle of track is ψ i, Pi, 0, track radius of a circle is R = D 2 sin &psi; i , P - &psi; i , 0 2 , The arc length of A, P point-to-point transmission is l=R (ψ i, Pi, 0).
Getting driver's reaction is t with the summation of brake system coordinated time csecond, vehicle is actual takes the time of braking for (t q-t c) second, the measure of dodging that the vehicle that priority is low is taked should satisfy condition: l=v i, 0t q+ 0.5a (t q-t c) 2, the desirable retarded velocity that the vehicle that priority is low should obtain is a = 2 ( l - v i , 0 &CenterDot; t q ) ( t q - t C ) 2 .
Interflow conflict resolution
For interflow conflict, the high vehicle of priority is at t pconstantly arrive conflict area, consider conflict vehicle after rolling region, crossing away to travel with the state of speeding, still there is possibility clashing, so require the vehicle that priority is low to travel all the time outside the criticality safety region of the high vehicle of priority.
The vehicle that priority is high travels according to the set plan of travelling, and at t pconstantly arrive conflict area.Suppose and on the prediction locus of the low vehicle of priority, have 1 M, make vehicle that priority is low at t pconstantly arrive M point, now two cars are in criticality safety state.
Accompanying drawing 4 is interflow conflict resolution diagram, and the arc length of A, P point-to-point transmission is l=R (ψ i, Pi, 0), the arc length of A, M point-to-point transmission is l 1, M, P point-to-point transmission arc length are l 2, and l=l 1+ l 2, establishing the speed that M orders is v m.
In A, M section, vehicle deceleration travels, and retarded velocity is a, l 1=v i, 0t p+ 0.5a (t p-t c) 2, v m=v i, 0+ a (t p-t c).
Suppose that vehicle brakes in M, P section, a maxthe braking deceleration of vehicle,
Arrange a = 2 ( l - l 2 - v i , 0 &CenterDot; t p ) ( t p - t C ) 2 = 2 [ l - ( v M &CenterDot; t C + v M 2 2 a max ) - v i , 0 &CenterDot; t p ] ( t p - t C ) 2 , By v msubstitution equation, has ( t p - t C ) 2 2 a max a 2 + [ ( t p - t C ) 2 2 + ( t p - t C ) &CenterDot; t C + v i , 0 &CenterDot; ( t p - t C ) a max ] a = l - ( t p + t C ) &CenterDot; v i , 0 - v i , 0 2 2 a max , The a solving is the desirable retarded velocity of the vehicle that priority is low.
Above-mentioned desirable retarded velocity of trying to achieve is the input variable of vehicle topworks, and topworks makes corresponding adjustment according to the control algolithm of oneself to the driving behavior of vehicle.
So circulation is repeatedly to reach the object of clearing up traffic conflict.

Claims (2)

1. clear up a method for unsignalized intersection two car traffic conflicts, it is characterized in that comprising the following steps:
A, collecting vehicle information and pre-service, gather longitude and latitude position, speed, angular velocity, acceleration, the flight-path angle of two cars, utilize Gauss projection theory that longitude and latitude position coordinates is converted to Gauss plane coordinate, utilize Kalman filtering to carry out filtering processing to Gauss plane coordinate, flight-path angle, speed, angular velocity, acceleration;
B, car car conflict Hazard Recognition, take through pretreated information of vehicles is data basis, utilizes the transport condition of vehicle kinematics prediction equation vehicle, whether judgement two cars within following a period of time there is traffic conflict;
C, the judgement of car car conflict type, wagon flow feature according to crossing is divided into different classifications by the Fixed traffic point of unsignalized intersection, the comprehensive span of vehicle flight-path angle and the positive and negative value tag of angular velocity analyzed, the rough driving trace of judging vehicle, and then the particular type of judgement two car conflicts;
D, conflict vehicle priority are judged, according to the relevant regulations of road traffic law, the vehicle that sails unsignalized intersection into is different to the use priority of road, the conflict of every type is carried out to vehicle priority to be determined, set up unsignalized intersection vehicle pass-through rule base, after having determined the conflict type of two cars, can determine according to rule base the right-of-way of vehicle;
E, determine Strategy of Conflict Resolution, under the condition of travelling according to the set plan of travelling at the high vehicle of priority, by regulating the lengthwise movement of the vehicle that priority is low to clear up conflict;
F, execution Strategy of Conflict Resolution.
2. the method for clearing up unsignalized intersection two car traffic conflicts according to claim 1, is characterized in that: described each step forms circulation, and repeated action is until car car conflict elimination.
CN201110319331.8A 2011-10-19 2011-10-19 Method for eliminating traffic conflict of two vehicles at intersection without signal Active CN102368351B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201110319331.8A CN102368351B (en) 2011-10-19 2011-10-19 Method for eliminating traffic conflict of two vehicles at intersection without signal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201110319331.8A CN102368351B (en) 2011-10-19 2011-10-19 Method for eliminating traffic conflict of two vehicles at intersection without signal

Publications (2)

Publication Number Publication Date
CN102368351A CN102368351A (en) 2012-03-07
CN102368351B true CN102368351B (en) 2014-10-29

Family

ID=45760911

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201110319331.8A Active CN102368351B (en) 2011-10-19 2011-10-19 Method for eliminating traffic conflict of two vehicles at intersection without signal

Country Status (1)

Country Link
CN (1) CN102368351B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111445699A (en) * 2020-04-13 2020-07-24 黑龙江工程学院 Intersection traffic conflict discrimination method based on real-time vehicle track

Families Citing this family (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102737515A (en) * 2012-05-23 2012-10-17 东南大学 Auxiliary control method for solving bad sight distance at intersection without signal control
CN103065480B (en) * 2012-12-14 2015-08-05 中国航天系统工程有限公司 The control method that particular vehicle is current and device
DE102013009860A1 (en) * 2013-06-13 2014-12-18 Audi Ag Method for coordinating the operation of motor vehicles
CN103280122B (en) * 2013-06-17 2015-09-23 陕西科技大学 A kind of signal controls crossroad collision prevention of vehicle early warning system
CN103500506B (en) * 2013-10-11 2015-09-30 银江股份有限公司 A kind of detection method of multichannel special duty route conflict
CN104183143B (en) * 2014-08-22 2016-06-08 东南大学 The collaborative bus collision method of avoiding of One-road one-line bus-route network signalized intersections bus or train route
CN104200681B (en) * 2014-09-25 2016-09-21 东南大学 A kind of signalized intersections bus or train route is collaborative avoids bus collision method
CN104346955A (en) * 2014-10-16 2015-02-11 浙江吉利汽车研究院有限公司 Man-vehicle communication-based pedestrian collision avoiding method and collision avoiding system
CN105139677B (en) * 2015-07-28 2017-08-25 苏州大学 The No-shell culture vehicle pass-through guiding system and its bootstrap technique cooperateed with based on bus or train route
CN105118329B (en) * 2015-08-24 2017-06-13 西安电子科技大学 A kind of method for clearing up the car traffic conflict of unsignalized intersection two
WO2017045147A1 (en) * 2015-09-16 2017-03-23 华为技术有限公司 Method and apparatus for controlling passing of vehicle at road intersection
CN106205172B (en) * 2016-09-07 2018-09-21 东南大学 Unsignalized intersection conflict resolution method and system
EP3503067A4 (en) 2016-09-09 2019-08-21 Huawei Technologies Co., Ltd. Vehicle right-of-way management method, apparatus, and terminal
CN106997674A (en) * 2017-04-17 2017-08-01 青岛海信网络科技股份有限公司 A kind of special duty's circuit traffic control method and device
CN107274699A (en) * 2017-06-30 2017-10-20 重庆交通大学 Based on what position was shared passing method is cooperateed with without signal-control crossing vehicle certainly
CN108710719A (en) * 2018-04-02 2018-10-26 中山大学 Intersection intramural conflict based on battleground degree of occupying clears up simulation method
CN108876822B (en) * 2018-07-09 2020-11-20 山东大学 Behavior risk degree evaluation method and home security nursing system
CN110992675B (en) * 2019-05-10 2021-06-01 北京五一视界数字孪生科技股份有限公司 Intersection traffic simulation method, intersection traffic simulation device, intersection traffic simulation medium and electronic equipment
CN110533959A (en) * 2019-08-07 2019-12-03 北京交通大学 No-shell culture conflict Vehicle intelligent collision warning method and system based on bus or train route collaboration
CN110473419A (en) * 2019-09-09 2019-11-19 重庆长安汽车股份有限公司 A kind of passing method of automatic driving vehicle in no signal lamp intersection
CN110473404B (en) * 2019-09-19 2020-08-25 西南交通大学 Cooperative optimization bottom layer control method for mixed traffic flow at urban crossroad
CN110570049B (en) * 2019-09-19 2022-04-29 西南交通大学 Expressway mixed traffic flow convergence collaborative optimization bottom layer control method
CN111427344A (en) * 2020-02-13 2020-07-17 深圳市镭神智能系统有限公司 Solution method, device, equipment and storage medium of autonomous body track conflict
CN111599215B (en) * 2020-05-08 2022-07-01 北京交通大学 Non-signalized intersection mobile block vehicle guiding system and method based on Internet of vehicles
CN111311918B (en) * 2020-05-12 2020-09-04 南京云析科技有限公司 Traffic management method and device based on visual analysis
CN112652180A (en) * 2020-11-20 2021-04-13 芜湖格陆博智能科技有限公司 Distributed control method and system for efficient running of intelligent vehicle at intersection without signal lamp
CN112820125B (en) * 2021-03-24 2023-01-17 苏州大学 Intelligent internet vehicle traffic guidance method and system under mixed traffic condition
CN113658432B (en) * 2021-08-17 2022-10-14 上海交通大学 No-signal-lamp intersection traffic optimization method based on vehicle traffic priority game
CN115100881B (en) * 2022-06-22 2023-06-30 山东交通学院 Method and equipment for identifying and resolving conflict of signalless control intersection
CN115331461B (en) * 2022-07-28 2023-12-29 武汉理工大学 Mixed traffic passing control method and device for signalless intersection and vehicle
CN115376333B (en) * 2022-08-09 2023-09-26 武汉理工大学 Intersection vehicle scheduling method and device and electronic equipment

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6005491A (en) * 1999-01-07 1999-12-21 Kopchak; James Motion detecting traffic light
DE602007003047D1 (en) * 2006-05-30 2009-12-17 Mazda Motor Driving assistant for a vehicle
JP2006294065A (en) * 2006-07-19 2006-10-26 Fujitsu Ltd Intersection device
BRPI0823237A2 (en) * 2008-11-07 2015-06-16 Volvo Lastvagnar Ab Method and system for combining sensor data
JP2011118483A (en) * 2009-11-30 2011-06-16 Fujitsu Ten Ltd On-vehicle device and recognition support system
CN102157072B (en) * 2011-03-29 2013-03-20 北京航空航天大学 Inducing device and inducing method of vehicle confluence at intersection based on vehicle and road crossing

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
谢强德.路口多车协作算法研究及硬件仿真.《中国优秀硕士学位论文全文数据库 工程科技II辑》.2011,第C034-83页.
路口多车协作算法研究及硬件仿真;谢强德;《中国优秀硕士学位论文全文数据库 工程科技II辑》;20110715;第C034-83页 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111445699A (en) * 2020-04-13 2020-07-24 黑龙江工程学院 Intersection traffic conflict discrimination method based on real-time vehicle track
CN111445699B (en) * 2020-04-13 2021-10-26 黑龙江工程学院 Intersection traffic conflict discrimination method based on real-time vehicle track

Also Published As

Publication number Publication date
CN102368351A (en) 2012-03-07

Similar Documents

Publication Publication Date Title
CN102368351B (en) Method for eliminating traffic conflict of two vehicles at intersection without signal
Vahidi et al. Energy saving potentials of connected and automated vehicles
Martínez-Díaz et al. Autonomous vehicles: theoretical and practical challenges
CN105139677B (en) The No-shell culture vehicle pass-through guiding system and its bootstrap technique cooperateed with based on bus or train route
Li et al. Traffic energy and emission reductions at signalized intersections: a study of the benefits of advanced driver information
Tian et al. Performance measurement evaluation framework and co-benefit\/tradeoff analysis for connected and automated vehicles (CAV) applications: A survey
CN103632540B (en) Based on the major urban arterial highway traffic circulation information processing method of floating car data
CN106364486A (en) Intelligent vehicle lane changing control method based on hazard analysis
Lu et al. A rule based control algorithm of connected vehicles in uncontrolled intersection
Ye et al. Development and evaluation of a vehicle platoon guidance strategy at signalized intersections considering fuel savings
Wu et al. Supplementary benefits from partial vehicle automation in an ecoapproach and departure application at signalized intersections
Barth et al. Intelligent transportation systems and greenhouse gas reductions
CN106781511A (en) A kind of congestion time forecasting methods based on gps data and traffic accident type
Wu et al. Energy and emission benefit comparison of stationary and in-vehicle advanced driving alert systems
CN110428621A (en) A kind of monitoring of Floating Car dangerous driving behavior and method for early warning based on track data
Li et al. A vehicular collision warning algorithm based on the time-to-collision estimation under connected environment
CN104183143A (en) Method for avoiding bus conflict at one-road one-line bus network signal intersection through vehicular access coordination
CN106340190A (en) Method, device and system for determining traffic light timing
Pi et al. Automotive platoon energy-saving: A review
Jones et al. Cooperative adaptive cruise control: critical human factors issues and research questions
Ashley Smart cars and automated highways
Ersoy et al. Intelligent transportation systems and their applications in road transportation industry in Turkey
DE102022125732A1 (en) EARLY RESPONSE SYSTEM FOR STOPPED TRAFFIC
Wang Real-time evaluation method of vehicle conflict risk on urban expressway based on smartphone GPS data
Liu et al. Protected turning movements of noncooperative automated vehicles: Geometrics, trajectories, and saturation flow

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant