CN104192148B - A kind of major trunk roads speed planing method based on traffic signal information precognition - Google Patents
A kind of major trunk roads speed planing method based on traffic signal information precognition Download PDFInfo
- Publication number
- CN104192148B CN104192148B CN201410471792.0A CN201410471792A CN104192148B CN 104192148 B CN104192148 B CN 104192148B CN 201410471792 A CN201410471792 A CN 201410471792A CN 104192148 B CN104192148 B CN 104192148B
- Authority
- CN
- China
- Prior art keywords
- automobile
- speed
- time
- traffic
- lim
- 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.)
- Expired - Fee Related
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/105—Speed
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R16/00—Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
- B60R16/02—Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2555/00—Input parameters relating to exterior conditions, not covered by groups B60W2552/00, B60W2554/00
- B60W2555/60—Traffic rules, e.g. speed limits or right of way
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Transportation (AREA)
- Traffic Control Systems (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
Abstract
A kind of major trunk roads speed planing method based on traffic signal information precognition, comprises the following steps: step 1) obtain nearest traffic light data;Step 2) obtain the distance with nearest traffic light;Step 3) determine by traffic intersection time range;Step 4) calculation optimization speed;Step 5) judge whether to need by next crossing, if it is, proceed to step 1);Otherwise, arrive at.
Description
Technical field
The invention belongs to automobile intelligent assist control field, relate to a kind of major trunk roads car based on traffic signal information precognition
Speed planing method, controls the most significant for mixed power electric car, pure electric automobile.
Background technology
Oil crisis is always one of major issue of China's economic development faces.The fuel oil consumption reducing automobile can have
Effect reduces the consumption of petroleum in Urban Transportation field, has great importance China's energy sustainable development.Orthodox car
The acceleration of fuel oil consumption and driver and brake operation course, and dead time is closely related.Automobile is transported on through street
During row, can freely travel, electromotor remains a constant speed rotation as far as possible, and fuel economy is preferable.But, automobile is city master
When running on arterial highway, can be affected by traffic light, constantly be accelerated, brake, idling operation, the not only combustion of electromotor
Oil consumption increases, and there is potential safety hazard.It practice, in order to reduce the automobile fuel oil consumption when major trunk roads travel, automobile
Traveling needs to accomplish following three points as far as possible:
1), when being avoided by traffic intersection, quickly accelerate and brake operating;
2) exterior traffic crossing when avoiding red light, the most idle;
3) automobile is controlled within limits by speed during traffic intersection.
Vision and drive reaction distance about 75 meters due to driver, i.e. automobile has traffic light in distance
Make acceleration within traffic intersection about 75 meters or brake operating just can affect automobile by the way of traffic intersection.But by
Accurately the situation of change of traffic light cannot be predicted in driver, therefore may take when by traffic intersection
Quickly accelerate or braking, and be difficult to actively avoid auto idle speed before red light.
Perfect along with the development of Modern wireless communication technology and ground communication equipment, when automobile travels on major trunk roads,
Even if automobile and front have the traffic intersection distance of traffic light up to thousands of rice, remain able to obtain this traffic road in real time
Mouth signal information accurately.Speed is planned by speed planing method exactly according to signal information, and is supplied to drive
Member is as steered reference, thus the method as far as possible controlling the speed of automobile.The method is possible not only to avoid quickly adding of driver
Speed and brake operating, and can maximum possible make automobile when green light by traffic intersection, the fuel oil reducing automobile disappears
Consumption.But the most domestic, also there is no technology and method that relevant automobile speed plans.
The present invention is directed to automobile when running on major trunk roads the most unobstructed, establish and a kind of believe based on traffic signal
The major trunk roads speed planing method of breath.The traffic light information that the method is obtained by wireless telecommunications system, to automobilism
Time and acceleration are optimized, and by the speed curves cooked up being supplied to driver as steered reference, thus
Make automobile it can be avoided that the quick acceleration and deceleration operation that brings due to signal lights, and idle, reduce automobile in phase
To fuel oil consumption when running on unobstructed major trunk roads.
Summary of the invention
Due to current China not to automobile primary arterial highway speed planing method and technology, have influence on vapour to a certain extent
Car fuel economy is not enough in order to make up this, it is contemplated that the impact of traffic behavior, the present invention is according to the nearest traffic intersection in front
Signal information, automobile speed is carried out planning and calculates, and running time and acceleration are optimized, then by will
The speed planned is supplied to driver as steered reference, thus reduces the fuel oil consumption of automobile.
The present invention is achieved through the following technical solutions.A kind of major trunk roads speed planning side based on traffic signal information precognition
Method, comprises the following steps:
Step 1): obtain nearest traffic light data.Automobile enters section, first passes through wireless communication system and obtains
Traffic intersection signal lamp delta data t recentlys, s ∈ { g, r}.S is signal lights type, and g represents that green light, r represent red light.Signal
There are two kinds of situations in lamp change situation, as shown in Figure 1.When running into signal lights and being initially red light, then definition is transformed to green the 1st time
The time of lamp isThe time that 2nd time is transformed to red light isThen the time that the 3rd time is transformed to green light isBy that analogy.In like manner, when being initially green light, thenBy that analogy.
Step 2): obtain the distance with nearest traffic light.Automobile enters i-th section, passes through wireless location system
Obtain distance D of automobile and the signal lights in i-th sectioni。
Step 3): determine by traffic intersection time range.In view of the flow of road, need to reduce automobile as far as possible and pass through
The time in section.The automobile shortest time arrives the mode of operation of road cross: first from initial velocity v0, with acceleration
It is worth greatly ahAccelerate, reach the speed maximum v that road is allowedlimAfter, travel at the uniform speed traffic intersection.
Therefore, the acceleration time t of automobileaFor:
With speed vlimThe time of traveling at the uniform speed be:
The automobile shortest time is t by the time at crossingt,
tt=ta+tc
Automobile is t by the upper limit of the time interval of traffic intersection il, lower limit is th, the automobile time by i-th crossing
Section is
Be green light during in order to make automobile exterior traffic crossing, when automobile with the shortest time by i-th crossing time, receive
When the initial signal of traffic signal information is green light, automobile by the time interval of traffic intersection is:
If
Then
If
Then
In formula, k is signal change number of times.
Step 4): calculation optimization speed.Consuming performance to improve the fuel oil of automobile, speed planning algorithm needs to protect as far as possible
Hold speed constant, reduce unnecessary acceleration or brake operating.The present invention is in the less major trunk roads of vehicle flowrate enterprising driving speed
During planning, automobile is used the most once to accelerate or the method for brake operating.The automobile first time of carrying out is teAcceleration or
Person's brake operating, acceleration is a;Last again with speed v1At the uniform velocity travel, v1=v0+ate。
In order to ensure the handling capacity of road, it is required that automobile exists Traffic intersection is passed through in time.It addition, be
Improve the fuel economy of automobile, it is required that the speed change minimum of automobile.Therefore, the present invention is with by time and acceleration
Degree absolute value sum as optimization aim, majorized function such as following formula:
Min |a|+t
Constraints is:
1)
2)0≤te≤t
3)tl≤ t < th
4)al≤a≤ah
5)0≤v0+ate≤vlim
In formula, alFor acceleration minima, ahFor acceleration maximum.
Step 5): drive a vehicle according to planning speed by after traffic intersection, according to operator demand, it may be judged whether need to enter
Next crossing, forwards step 1 if necessary to);If it is not required, then end stroke.
Accompanying drawing explanation
Fig. 1 speed planning implementation method schematic diagram;
Fig. 2 test roads figure;
Fig. 3 traffic signal information schematic diagram;
Fig. 4 speed planning curve synoptic diagram;
Fig. 5 major trunk roads speed planning speed curves figure;
Fig. 6 tradition driver's regulation speed curve chart;
Car model figure in Fig. 7 advisor;
Wherein, D in Fig. 3 and Fig. 4LIt it is the distance between current car position and nearest traffic intersection signal lamp.Automobile exists
Current location, obtains two kinds of situations that nearest traffic intersection signal lamp data exist, and upper figure is to run into signal lights to be initially red light,
Figure below is initially green light for running into signal lights.
In Fig. 5 and Fig. 6, upper figure is that automobile distance in the process of moving changes over curve, and figure below is that automobile is travelling
During speed change over curve.
Detailed description of the invention
It is as follows that the invention will be further described below in conjunction with the accompanying drawings:
Due to current China not to automobile primary arterial highway speed planing method and technology, have influence on automobile to a certain extent
Fuel economy, not enough in order to make up this, the present invention has carried out speed planning to the most unobstructed major trunk roads, by wireless biography
The signal lights distance of the nearest traffic intersection in transfer device precognition front and information, carry out planning and calculate automobile speed, to when travelling
Between and acceleration be optimized, then the speed planned is supplied to driver as steered reference, thus reduces automobile
Fuel oil consumes, and detailed process is as shown in Figure 1.
Embodiment 1
Illustrating as a example by root North Street, western imperial city by South Road, Zizhuyuan Park, Beijing, vehicle running route figure is as shown in Figure 2.
With South Road, Zizhuyuan Park as starting point, root North Street, western imperial city is terminal.Altogether through ten traffic having traffic light on this road
Crossing: Capital Gymnasium South Road, Sanlihe Road, civilian emerging East Street, exhibition road, Che Gongzhuan North Street, Guan Yuanqiao, lane of raising an infant, Zhao step on
Yu Lu, street, Xin Jie Kou and root North Street, western imperial city.
Obtain nearest traffic light data.Automobile enters section, first passes through wireless communication system and obtains inbreeding
Logical belisha beacon delta data ts, s ∈ { g, r}.S is signal lights type, and g represents that green light, r represent red light.Signal lights converts
There are two kinds of situations in situation, as shown in Figure 3.When running into signal lights and being initially red light, then definition be transformed to for the 1st time green light time
Between beThe time that 2nd time is transformed to red light isThen the time that the 3rd time is transformed to green light isWith
This analogizes.In like manner, when being initially green light, then By that analogy.
This testing time is 7:00:00 in the morning on April 5th, 2014, and automobile is positioned at starting point (South Road, Zizhuyuan Park), respectively
The signal lights conversion moment t of individual traffic intersectionsArray (unit s) is:
Capital Gymnasium South Road: [45,85,185,235,335,375,475,525,625], initial signal lights is r;
Sanlihe Road: [45,90,160,205,275,320,390,435,505], initial signal lights is r;
The emerging East Street of literary composition: [33,89,153,209,273,329,393,449,513], initial signal lights is r;
Exhibition road: [80,140,225,285,370,430,515,575,635], initial signal lights is r;
Che Gongzhuan North Street: [73,146,219,292,365,438,511,584,657], initial signal lights is g;
Official garden bridge: [40,90,245,295,450,500,655,705,860], initial signal lights is r;
Raise an infant lane: [60,140,225,305,390,470,555,635,720], initial signal lights is r;
Zhaodengyu Road: [50,140,215,305,380,470,545,635,710], initial signal lights is r;
Street, Xin Jie Kou: [87,152,252,317,417,482,582,647,747], initial signal lights is r;
Root North Street, western imperial city: [204,284,344,424,484,564,624,704,764], initial signal lights is r;
From test starting point to the end, i.e. from South Road, Zizhuyuan Park to root North Street, western imperial city, the distance of automobile distance traffic intersection
Array D of compositioniFor [501,1184,1671,2062,2525,3051,3823,4083,4526,4849], unit m.
Assume that initial speed when automobile starts stroke is 40km/h;The max. speed of road is 50km/h;Adding of automobile
Speed is 1.5m/s2;Deceleration is-2m/s2。
Step 1) automobile when the South Road, Zizhuyuan Park, first pass through wireless transmitting system and obtain Capital Gymnasium South Road
Traffic light information converting, [45,85,185,235,335,375,475,525,625].Owing to initial signal lights is r;Cause
This, The like.
Step 2) simultaneously, automobile passes through wireless location system and road-map, can obtain automobile and Capital Gymnasium south
Distance D on road1, D1=501m.
Step 3) determine that automobile passes through the time range at Capital Gymnasium South Road.The initial velocity v of automobile0=40km/h,
Accelerate with peak acceleration, ah=1.5m/s2, reach the speed maximum v that road is allowedlimAfter=50km/h, travel at the uniform speed
To traffic intersection.
Therefore, the acceleration time t of automobileaFor:
With speed vlimThe time of traveling at the uniform speed be:
The time at automobile shortest time arrival crossing is tt,
tt=ta+tc=36.2572s
Therefore, definition automobile is t by the upper limit of the time interval of traffic intersection il, lower limit is th。
Traffic lights information converting according to Capital Gymnasium South Road, automobile is initially accelerated to maximal rate, the evenest
It is red light that speed runs to signal lights during traffic intersection, therefore cannot pass through.So that automobile passes through traffic when green light
Crossing, the present invention uses nearest green time section as the time range of automobile.Permissible according to traffic light information converting
Obtain, this interval be [45 85).
Step 4) calculation optimization speed.Consuming performance to improve the fuel oil of automobile, speed planning algorithm needs to protect as far as possible
Hold speed constant, reduce unnecessary acceleration or brake operating.The present invention is in the less major trunk roads of vehicle flowrate enterprising driving speed
During planning, automobile is used the most once to accelerate or the method for brake operating.Automobile is first at start time ts, carry out the time
For teAcceleration or brake operating, acceleration is a;Last again with speed v1At the uniform velocity travel, v1=v0+ate.Speed planning curve
As shown in Figure 4.
In order to the acceleration making automobile is minimum, and ensure the handling capacity of road, it is required that automobile exists Time
In pass through traffic intersection.The present invention using acceleration absolute value and by time sum as optimization aim, majorized function is as follows
Formula:
Min |a|+t
Constraints is:
1)
2) 0≤te≤t
3) tl≤ t < th
4) al≤a≤ah
5) 0≤v0+ate≤vlim
In formula, alFor acceleration minima ,-2m/s2, ahFor acceleration maximum, 1.5m/s2。
By using matlab coding to solve above-mentioned formula, automobile can be obtained from South Road, Zizhuyuan Park to capital physical culture
During South Road, shop, optimum speed curves is first with acceleration 0.0016m/s2Running 16.8173s, then travel at the uniform speed arrival
Capital Gymnasium South Road.The operation time of whole process is 45s, thus ensures in the way of not parking by Capital Gymnasium south
Road.
Step 5) owing to during automobile uniform motion, speed is more than 10km/h, the time is more than 10s, and therefore employing has been planned
Speed is run.
Step 6) then, automobile, when Capital Gymnasium South Road, first obtains the traffic light signals letter of Sanlihe Road
Breath, be now 7:00:45, the traffic lights information converting of Sanlihe Road become [45,115,160,230,275,345,390,
460], initial signal lights is g.Automobile is D with the distance of the traffic lights of Sanlihe Road2=1184m-501m=683m.
Step 7) first automobile calculate the shortest by the time, and speed curves be optimized calculating.Discovery automobile needs
With deceleration-0.0905m/s2Run slowly 112.0411s, and travel at the uniform speed Sanlihe Road the most again, the operation of whole process
Time is 115s.When automobile is by Sanlihe Road, the time is 7:02:40, and continues to travel to civilian emerging East Street.
Step 8) after the same method, garage is crossed all traffic intersections and is arrived at.Automobile passes through the tenth
Total operation time of root North Street, Ji Xi imperial city, crossing is 631s.The whole process of automobilism is all without parking.
Contrast with the speed curves without speed planning algorithm, i.e. driver obtains traffic signal according to vision
Information is also accelerated or time the distance of deceleration-operation is 75m, speed curves figure as shown in Figure 6: automobile passes through the tenth road
Mouthful, total operation time of root North Street, the most western imperial city is 630s.
It is found that the used time of two kinds of speed curves is essentially the same from Fig. 5 and Fig. 6, differ 1s.But use speed rule
The speed curves that the method for calculating is set up, can at utmost avoid automobile to stop before red light, decrease the dead time of automobile;And
And accelerate more mild with brake operating, thus at utmost reduce the fuel oil consumption of automobile.
Present invention vehicle simulation software based on U.S.'s regenerative resource laboratory advisor, applies orthodox car model
Carrying out consuming relative analysis with or without the transport condition under speed planning control and car load fuel oil, car model is as shown in Figure 7.
Table 1 embodiment 1 is calculated fuel oil consumption contrast table
Can obtain from table 1, automobile, according to the speed curves using speed planning algorithm to obtain, is compared and is not used speed
The speed curves that planning algorithm obtains travels, and hundred kilometers of fuel oil consumption reduce 14.3%.Therefore, the planning of major trunk roads speed is used to calculate
Method can effectively significantly improve the fuel economy of automobile.
Claims (5)
1. a major trunk roads speed planing method based on traffic signal information precognition, comprises the following steps:
Step 1) obtain nearest traffic light data;
Step 2) obtain the distance with nearest traffic light;
Step 3) determine by traffic intersection time range;
Step 4) calculation optimization speed;
Step 5) judge whether to need by next crossing, if it is, proceed to step 1);Otherwise, arrive at;
Described step 3) in calculated the time t most being short to reach crossing by below equationt=ta+tc;
Wherein taFor the acceleration time of automobile, tcThe time traveled at the uniform speed with the speed maximum allowed for automobile;
Wherein, vlimFor the speed maximum allowed, v0For initial velocity, ahFor the maximum of acceleration, DiFor automobile and i-th
The distance of the signal lights in section, α is acceleration.
Method the most according to claim 1, it is characterised in that described step 1) obtain nearest friendship by wireless communication system
Ventilating signal lamp data.
Method the most according to claim 1, it is characterised in that described step 2) obtained and inbreeding by wireless location system
The distance of ventilating signal lamp.
Method the most according to claim 1, it is characterised in that described step 4) in acceleration absolute value and by the time it
With as optimization aim.
Method the most according to claim 1, it is characterised in that described method, based on vehicle simulation software advisor, applies vapour
Vehicle model carries out consuming relative analysis with or without the transport condition under speed planning control and car load fuel oil.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410471792.0A CN104192148B (en) | 2014-09-16 | 2014-09-16 | A kind of major trunk roads speed planing method based on traffic signal information precognition |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410471792.0A CN104192148B (en) | 2014-09-16 | 2014-09-16 | A kind of major trunk roads speed planing method based on traffic signal information precognition |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104192148A CN104192148A (en) | 2014-12-10 |
CN104192148B true CN104192148B (en) | 2016-09-28 |
Family
ID=52077580
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410471792.0A Expired - Fee Related CN104192148B (en) | 2014-09-16 | 2014-09-16 | A kind of major trunk roads speed planing method based on traffic signal information precognition |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104192148B (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11900799B2 (en) | 2019-12-31 | 2024-02-13 | Wipro Limited | Method and system for reducing road congestion |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105035090B (en) * | 2015-06-06 | 2017-10-13 | 吉林大学 | Autonomous land vehicle trajectory predictions control method based on traffic lights |
KR101664723B1 (en) * | 2015-07-02 | 2016-10-12 | 현대자동차주식회사 | Method for controlling speed of vehicle |
CN105109487B (en) * | 2015-09-11 | 2019-01-25 | 山东理工大学 | A kind of vehicle efficient operation speed optimization method |
CN106935046A (en) * | 2015-12-31 | 2017-07-07 | 上海博泰悦臻电子设备制造有限公司 | By the speed bootstrap technique and system at traffic lights crossing |
CN106846871B (en) * | 2017-03-21 | 2020-08-28 | 广东数相智能科技有限公司 | Method, device and system for planning vehicle speed according to navigation path |
CN107084733B (en) * | 2017-04-10 | 2019-02-05 | 广东数相智能科技有限公司 | A kind of method, apparatus and system based on unpiloted path planning |
CN111212772B (en) | 2017-10-23 | 2023-05-23 | 宝马股份公司 | Method and device for determining a driving strategy of a vehicle |
CN108053660B (en) * | 2018-01-11 | 2020-11-03 | 江苏中路工程技术研究院有限公司 | Control method for reducing emission of carbon dioxide in automobile exhaust facing traffic flow |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030016143A1 (en) * | 2001-07-23 | 2003-01-23 | Ohanes Ghazarian | Intersection vehicle collision avoidance system |
US20130184985A1 (en) * | 2010-09-13 | 2013-07-18 | Stefan Bollars | Portable processing devices |
CN102024335B (en) * | 2010-12-24 | 2012-12-05 | 同济大学 | Speed guiding method serving the green wave control of urban trunk roads |
CN102426790B (en) * | 2011-08-21 | 2015-02-04 | 苏以捷 | System and method for controlling level crossing passing |
CN103325266A (en) * | 2013-06-06 | 2013-09-25 | 开平市中铝实业有限公司 | Method for enabling car to accurately respond to traffic lights |
-
2014
- 2014-09-16 CN CN201410471792.0A patent/CN104192148B/en not_active Expired - Fee Related
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11900799B2 (en) | 2019-12-31 | 2024-02-13 | Wipro Limited | Method and system for reducing road congestion |
Also Published As
Publication number | Publication date |
---|---|
CN104192148A (en) | 2014-12-10 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104192148B (en) | A kind of major trunk roads speed planing method based on traffic signal information precognition | |
CN104183124B (en) | Trunk road vehicle speed planning method based on single intersection traffic signal information | |
CN104200656B (en) | A kind of major trunk roads speed planing method based on traffic signal information | |
CN104794915B (en) | A kind of continuous intersection vehicle passing control method and device | |
CN105035090B (en) | Autonomous land vehicle trajectory predictions control method based on traffic lights | |
CN103258438B (en) | Intelligent travel and best navigation system of carport and air navigation aid thereof | |
CN107084733B (en) | A kind of method, apparatus and system based on unpiloted path planning | |
CN103456185B (en) | The relay navigation method of intelligent vehicle in urban road travels | |
CN106875709A (en) | A kind of speed abductive approach based on traffic lights, system and vehicle | |
CN205334746U (en) | On -vehicle virtual road status display system based on bus or train route is technique in coordination | |
CN205943098U (en) | A intelligent transportation inducible system that it is current that is used for crossing not stop | |
CN101846522B (en) | Automobile navigation device capable of calculating carbon emission | |
CN105976621A (en) | Device and method for guiding vehicle to pass across intersection without stopping based on vehicle speed induction strategy | |
CN108510769B (en) | Mobile block intersection vehicle speed guiding system and method based on vehicle-road cooperation | |
CN109493593B (en) | Bus running track optimization method considering comfort level | |
CN106846871A (en) | A kind of method, apparatus and system according to navigation path planning speed | |
CN110047306A (en) | A kind of intelligent traffic network | |
CN110085025B (en) | Multi-mode running speed optimization method for bus rapid transit | |
CN105109478B (en) | System is organized into groups in a kind of automobile energy-saving emission reduction | |
CN104504902B (en) | Vehicle uses right of way, right of way computational methods and the road charging method based on right of way | |
CN203118234U (en) | Energy saving driving prompting system based on ATMS | |
CN106347172A (en) | Driverless public electric vehicle system and use method thereof | |
CN103498394B (en) | A kind of automobile-use planar road net system | |
CN109598927A (en) | Right of way distribution method, system, equipment and storage medium based on V2X technology | |
CN109656242A (en) | A kind of automatic Pilot planning driving path planning 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 | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20160928 Termination date: 20180916 |