CN109118793A - Wagon flow control method and device - Google Patents

Wagon flow control method and device Download PDF

Info

Publication number
CN109118793A
CN109118793A CN201810983308.0A CN201810983308A CN109118793A CN 109118793 A CN109118793 A CN 109118793A CN 201810983308 A CN201810983308 A CN 201810983308A CN 109118793 A CN109118793 A CN 109118793A
Authority
CN
China
Prior art keywords
crossing
duration
vehicle
wagon flow
specified
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
CN201810983308.0A
Other languages
Chinese (zh)
Other versions
CN109118793B (en
Inventor
李凌峰
柳建新
张晓玲
罗忠
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.)
Anhui Sanlian University
Original Assignee
Anhui Sanlian 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 Anhui Sanlian University filed Critical Anhui Sanlian University
Priority to CN201810983308.0A priority Critical patent/CN109118793B/en
Publication of CN109118793A publication Critical patent/CN109118793A/en
Application granted granted Critical
Publication of CN109118793B publication Critical patent/CN109118793B/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
    • G08G1/07Controlling traffic signals
    • G08G1/08Controlling traffic signals according to detected number or speed of vehicles
    • 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
    • G08G1/0129Traffic data processing for creating historical data or processing based on historical data
    • 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
    • G08G1/0137Measuring and analyzing of parameters relative to traffic conditions for specific applications
    • G08G1/0145Measuring and analyzing of parameters relative to traffic conditions for specific applications for active traffic flow control

Landscapes

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

Abstract

The present invention provides a kind of wagon flow control method and device.The described method includes: obtaining the traveling duration of same vehicle in monitoring area;The monitoring area is the intersecting area of specified crossing all directions road;If same vehicle travels duration more than given threshold, the display duration of the synchronous adjustment each crossing indicator light adjacent with the specified crossing, to reduce the wagon flow of the specified crossing all directions in the monitoring area.The traveling duration that the embodiment of the present invention passes through same vehicle in acquisition monitoring area, synchronous adjustment specifies the display duration at crossing and adjacent each crossing indicator light when the traveling duration of same vehicle is too long in monitoring area, vehicle density in specified crossing all directions adjustable in this way, to reduce the wagon flow of all directions.As it can be seen that the invention is simple and feasible, the indicator light synchronous coordination at multiple crossings can quickly adjust vehicle on road and be distributed, and guarantee each crossing without congestion phenomenon, thus the phenomenon that solving or alleviating congestion in road.

Description

Wagon flow control method and device
Technical field
The present invention relates to technical field of information processing more particularly to a kind of wagon flow control method and device.
Background technique
With the development of economy, more and more families can all buy family car, have great convenience for the user in this way Trip.But more and more vehicle drivings are on road, it is possible to lead to congestion in road, such as crossroad, high speed outlet, small The positions such as area doorway, influence travel speed.By taking crossroad as an example, in the vehicle driving of east-west direction, since front refers to Show that lamp is red light, this crossing is green light, and vehicle is caused to concentrate on the intersecting area of this crossroad.In the north and south of this crossroad When the indicator light in direction is green light, the vehicle for concentrating on the east-west direction of intersecting area can block the vehicle traveling of North and South direction, Lead to the increasingly congestion at this crossing.
Summary of the invention
For the defects in the prior art, the present invention provides a kind of wagon flow control method and device, for adjusting road The density of upper wagon flow, to solve the problems, such as or alleviate congestion in road.
In a first aspect, the embodiment of the invention provides a kind of wagon flow control methods, which comprises
Obtain the traveling duration of same vehicle in monitoring area;The monitoring area is the phase of specified crossing all directions road Hand over region;
If same vehicle travels duration more than given threshold, synchronous adjustment and the specified crossing in the monitoring area The display duration of adjacent each crossing indicator light, to reduce the wagon flow of the specified crossing all directions.
Optionally, the display duration of the synchronous adjustment each crossing indicator light adjacent with the specified crossing includes:
Obtain the specified crossing and its adjacent each crossing vehicle density in different directions and current aobvious of indicator light Show duration;
It is for adjacent each crossing, the current display duration input of the vehicle density of different directions and indicator light is described each The corresponding vehicle density prediction algorithm in crossing predicts the vehicle density in direction corresponding with the specified crossing;
The standard vehicle density of vehicle density and the specified crossing present period that adjacent each crossing is predicted It is input to the corresponding vehicle density prediction algorithm in the specified crossing, predicts the specified crossing all directions in subsequent time period Vehicle density;
The vehicle density of the specified crossing all directions and display duration are separately input into the duration adjustment at corresponding crossing Algorithm obtains the display duration of each crossing indicator light in subsequent period.
Optionally, the standard vehicle density obtains in the following manner:
It obtains and is recorded with the multiple historical traffic for being in same time period more than given threshold;The historical traffic record to It less include: vehicle density, display duration, the traveling duration in monitoring area;
Reject the historical traffic record that setting condition is not met in the multiple historical traffic record;It wherein imposes a condition and is Traveling duration of the same vehicle in the monitoring area is less than given threshold;
Each historical traffic, which is obtained, according to remaining historical traffic record records corresponding vehicle density variance;
Determine that the corresponding vehicle density of the smallest vehicle density variance is standard vehicle density.
Optionally, the method also includes:
Obtain the wagon flow length between the specified crossing and the adjacent intersection of vehicle heading;
According to the corresponding relationship of preset wagon flow length and duration matching factor, when being determined according to the wagon flow length Long matching factor;
The display duration of the specified crossing and adjacent intersection indicator light is adjusted based on the duration matching factor.
Second aspect, the embodiment of the invention provides a kind of wagon flow control device, described device includes:
Driving status obtains module, for obtaining the traveling duration of same vehicle in monitoring area;The monitoring area is The intersecting area of specified crossing all directions road;
Show that duration adjusts module, for travelling duration in the monitoring area more than given threshold in same vehicle When, the display duration of the synchronous adjustment each crossing indicator light adjacent with the specified crossing, to reduce the specified crossing each side To wagon flow.
Optionally, display duration adjustment module includes:
Duration acquiring unit is shown, for obtaining the wagon flow of the specified crossing and its adjacent each crossing in different directions Density and the current display duration of indicator light;
First predicting unit, for being directed to adjacent each crossing, by current aobvious of the vehicle density of different directions and indicator light Show the corresponding vehicle density prediction algorithm in duration input each crossing, predicts direction corresponding with the specified crossing Vehicle density;
When the second predicting unit, vehicle density for predicting adjacent each crossing and the current specified crossing The standard vehicle density of section is input to the corresponding vehicle density prediction algorithm in the specified crossing, predicts institute in subsequent time period State the vehicle density of specified crossing all directions;
Duration adjustment unit is shown, for inputting the vehicle density of the specified crossing all directions and display duration respectively To the duration adjustment algorithm at corresponding crossing, the display duration of each crossing indicator light in subsequent period is obtained.
Optionally, second predicting unit includes:
Historical record obtains subelement, the multiple historical traffic for obtaining with being in same time period more than given threshold Record;The historical traffic record includes at least: vehicle density, display duration, the traveling duration in monitoring area;
Historical record rejects subelement, for rejecting the history for not meeting setting condition in the multiple historical traffic record Traffic records;Wherein impose a condition is that traveling duration of the same vehicle in the monitoring area is less than given threshold;
Variance obtains subelement, records corresponding wagon flow for obtaining each historical traffic according to remaining historical traffic record Density variance;
Standard density determines subelement, for determining that the corresponding vehicle density of the smallest vehicle density variance is standard wagon flow Density.
Optionally, described device further include:
Wagon flow length obtains module, for obtaining the vehicle between the specified crossing and the adjacent intersection of vehicle heading Flow length;
Matching factor determining module, for the corresponding relationship according to preset wagon flow length and duration matching factor, Duration matching factor is determined according to the wagon flow length;
Show that duration adjusts module, for referring to based on the duration matching factor adjustment specified crossing and adjacent intersection Show the display duration of lamp.
As shown from the above technical solution, the embodiment of the present invention passes through the traveling duration for obtaining same vehicle in monitoring area, Synchronous adjustment specifies the display at crossing and adjacent each crossing indicator light when the traveling duration of same vehicle is too long in monitoring area Duration, the vehicle density in specified crossing all directions adjustable in this way, to reduce the wagon flow of all directions.As it can be seen that of the invention Simple and easy, the indicator light synchronous coordination at multiple crossings can quickly adjust vehicle on road and be distributed, guarantee each crossing without congestion Phenomenon, thus the phenomenon that solving or alleviating congestion in road.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with Other attached drawings are obtained according to these figures.
Fig. 1 is a kind of method flow schematic diagram of wagon flow control method provided in an embodiment of the present invention;
Fig. 2 is the method flow schematic diagram of another wagon flow control method provided in an embodiment of the present invention;
Fig. 3 is the method flow schematic diagram of another wagon flow control method provided in an embodiment of the present invention;
Fig. 4 is the method flow schematic diagram of another wagon flow control method provided in an embodiment of the present invention;
Fig. 5~Fig. 8 is a kind of block diagram of wagon flow control device provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
With the development of economy, more and more families can all buy family car, have great convenience for the user in this way Trip.But more and more vehicle drivings are on road, it is possible to lead to congestion in road, such as crossroad, high speed outlet, small The positions such as area doorway, influence travel speed.By taking crossroad as an example, in the vehicle driving of east-west direction, since front refers to Show that lamp is red light, this crossing is green light, and vehicle is caused to concentrate on the intersecting area of this crossroad.In the north and south of this crossroad When the indicator light in direction is green light, the vehicle for concentrating on the east-west direction of intersecting area can block the vehicle traveling of North and South direction, Lead to the increasingly congestion at this crossing.
To solve or alleviating the above problem, the embodiment of the invention provides a kind of wagon flow control method, Fig. 1 is the present invention A kind of method flow schematic diagram for wagon flow control method that embodiment provides.The wagon flow control method can be by each crossing indicator light In processor or the processor that is separately provided execute.It for convenience of description, will be with the processing of indicator light in subsequent each embodiment It is described for device.Referring to Fig. 1, a kind of wagon flow control method includes:
101, obtain the traveling duration of same vehicle in monitoring area;The monitoring area is specified crossing all directions road Intersecting area;
In the present embodiment, image capture device is arranged in the predeterminated position at specified crossing, available in monitoring area Image.Wherein, monitoring area is the intersecting area of specified crossing all directions road.For example, in crossroad in each direction The region that pavement (or extended line) surrounds.
In the present embodiment, image capture device acquires image according to the setting period, and is sent to processor.Processor according to Image processing algorithm in the related technology obtains the vehicle in image, and identifies the license plate number of each vehicle.Setting the period can be with For several milliseconds, number microsecond etc., can be configured according to concrete scene,
Later, processor tracks traveling duration of each vehicle in monitoring area.
102, if same vehicle travels duration more than given threshold in the monitoring area, synchronous adjustment is specified with described The display duration of the adjacent each crossing indicator light in crossing, to reduce the wagon flow of the specified crossing all directions.
In the present embodiment, processor compares same trolley and travels whether duration is more than given threshold in monitoring area. When being less than given threshold, then return step 101, when being more than given threshold, then synchronous adjustment specifies crossing, specified with this The display duration of the adjacent each crossing indicator light in crossing, to reduce the wagon flow of specified crossing all directions.
Wherein given threshold refers to, in the case where not congestion, vehicle passes through the monitoring area according to the speed of regulation Duration, such as regulation speed can be 30~60,000 ms/h, vehicles duration.The given threshold can be according to specific field Scape is configured.
It should be noted that specified crossing, adjacent each crossing refer to the section for being provided with indicator light.Wherein adjacent intersection is Refer to, one of direction along specified crossing is advanced, and first section i.e. adjacent intersection with indicator light is encountered.
In one embodiment, the display duration of the processor synchronous adjustment each crossing indicator light adjacent with the specified crossing Mode may include:
Mode one, processor obtain the driving direction of vehicle in monitoring area, then adjust the crossing all directions indicator light Display duration.For example, the vehicle of east-west direction low running speed or stop in monitoring area in crossroad, then processor The display duration of green light on east-west direction can be shortened, extend the display duration of green light in North and South direction.By several display weeks After phase (green light and red light be a display cycle), due to specifying junction ahead indicator light in crossing on east-west direction Green light shows that duration is greater than the display duration of specified crossing indicator light, therefore the wagon flow length between specified crossing and junction ahead It can shorten, vehicle can be crossed quickly in green light on such east-west direction.
Certainly, Image Acquisition can also be added in the predeterminated position between specified crossing and junction ahead in the present embodiment to set It is standby, processor can be triggered when in the viewfinder range of image capture device without stoppage of vehicle.Processor is extensive according to triggering command Display duration before multiple indicator light.
Mode two, referring to fig. 2, processor obtains the vehicle density specified at crossing in different directions first and indicator light is worked as Preceding display duration, and obtain adjacent with specified crossing each crossing vehicle density in different directions and indicator light currently Show duration (corresponding step 201).
Then, for adjacent each crossing, the current display duration of the vehicle density of different directions and indicator light is inputted To the corresponding vehicle density prediction algorithm in the crossing, set out in advance and specified crossing corresponding direction by the vehicle density prediction algorithm Vehicle density (corresponding step 202).
Wherein, vehicle density can be by being arranged in image in the image acquisition device viewfinder range at each crossing, by this The vehicle fleet size in specified crossing direction is sailed in the processor unit of account time at crossing.It is, of course, also possible to be arranged at each crossing The equipment such as ultrasonic equipment or laser, processor determine vehicle density according to the number of pulses detected, and technical staff can be with It is configured according to concrete scene, the present invention is not construed as limiting.
Vehicle density prediction algorithm can be neural network model, and a large amount of historical traffics record for obtaining this crossing in advance is made For training sample, wherein historical traffic records at least vehicle density, display duration, the traveling duration in monitoring area.Processing The device repetition training neural network model allows neural network model according to the display duration prediction of vehicle density and indicator light The vehicle density of subsequent time period.When predicting that the vehicle density of subsequent time period meets expected density, deconditioning.It is expected that close It can be to keep the crossing Vehicle Speed in degree, and the density maxima of congestion is not caused.
Later, the standard wagon flow of processor predicts adjacent each crossing vehicle density and specified crossing present period is close Degree is input in the corresponding vehicle density prediction algorithm in specified crossing, is predicted in subsequent time period by vehicle density prediction algorithm Vehicle density (the corresponding step 203) of specified crossing all directions.
It will be appreciated that before predicting the vehicle density for specifying crossing all directions in subsequent time period, processing Device can obtain standard vehicle density in the following manner, referring to Fig. 3, comprising:
Processor, which is obtained, records (corresponding step with the multiple historical traffic for being in same time period more than given threshold 301), for example, it is morning 7:00~7 that same vehicle travels duration more than the given threshold corresponding period in monitoring area: 30, then the historical traffic record of each day morning 7:00~7:30 before obtaining, the multiple historical traffic record obtained in this way can The practical vehicle density at the specified crossing of reaction more precisely, is conducive to the accuracy for improving control.Wherein, the historical traffic note Record includes at least: vehicle density, display duration, the traveling duration in monitoring area.
Processor rejects historical traffic record (the corresponding step that setting condition is not met in multiple historical traffic record 302);Wherein impose a condition is that traveling duration of the same vehicle in the monitoring area is less than given threshold.In the present embodiment The historical traffic record that setting condition is not met by rejecting, is conducive to the accuracy for improving calculated result.
Processor records corresponding vehicle density variance according to each historical traffic of remaining historical traffic record acquisition and (corresponds to Step 303).Wherein, variance calculation method can be with reference to calculation in the related technology, and details are not described herein.
The corresponding vehicle density of the smallest vehicle density variance is determined as standard vehicle density (corresponding step by processor 304)。
Finally, processor by the vehicle density of specified crossing all directions and display duration be separately input into corresponding crossing when Long adjustment algorithm obtains the display duration of each crossing indicator light in subsequent period, when then adjusting display by each crossing indicator light It is long.
The case where specified crossing is a crossing is only described in the embodiment of the present invention.It will be appreciated that above-mentioned wagon flow control Method processed can should be in the processor at all crossings.Corresponding crossing, processor are triggered when the case where congestion occurs in crossing The vehicle density at the crossing (becoming specified crossing at this time) is adjusted.As it can be seen that multiple by synchronous coordination in the present embodiment The wagon flow distribution of the indicator light at crossing, the specified crossing of equilibrium and adjacent intersection, to solve gathering around for specified crossing or adjacent intersection Stifled problem.
To solve or alleviating the above problem, the embodiment of the invention also provides a kind of wagon flow control method, Fig. 4 is this hair A kind of method flow schematic diagram for wagon flow control method that bright embodiment provides.Referring to fig. 4, a kind of wagon flow control method includes:
401, obtain the traveling duration of same vehicle in monitoring area;The monitoring area is specified crossing all directions road Intersecting area.
Step 401 and the specific method of step 101 are consistent with principle, and detailed description please refers to the correlation of Fig. 1 and step 101 Content, details are not described herein again.
402, if same vehicle travels duration more than given threshold in the monitoring area, synchronous adjustment is specified with described The display duration of the adjacent each crossing indicator light in crossing, to reduce the wagon flow of the specified crossing all directions
Step 402 and the specific method of step 101 are consistent with principle, and detailed description please refers to the correlation of Fig. 1 and step 101 Content, details are not described herein again.
403, obtain the wagon flow length between the specified crossing and the adjacent intersection of vehicle heading.
In the present embodiment, image capture device can also be using the figure of road on except monitoring area and vehicle front truck direction Picture.For example, processor can add range marker on road, virtual range marker can also be added in the picture.Processing Device identifies the distance between wagon flow tail portion and monitoring area in image, then according to road between specified crossing and junction ahead Actual distance calculation goes out wagon flow length.
404, it is true according to the wagon flow length according to the corresponding relationship of preset wagon flow length and duration matching factor Periodically long matching factor.
In the present embodiment, processor determines duration matching factor according to wagon flow length.
It will be appreciated that processor obtains a large amount of historical traffic data in advance, then neural network model is instructed Practice, keep the neural network model only more sensitive to wagon flow length and duration matching factor, specific training method is no longer detailed herein It states.
405, the display duration of the specified crossing and adjacent intersection indicator light is adjusted based on the duration matching factor.
In the present embodiment, processor is readjusted based on the product of the current display duration of indicator light and duration matching factor The display duration of indicator light.I.e. after the indicator light adjustment display duration of adjacent intersection, indicator light of the processor to specified crossing Make further corrdinated adjustment, matches the vehicle density between specified crossing and adjacent intersection more.
The embodiment of the invention also provides a kind of wagon flow control device, Fig. 5 is a kind of wagon flow provided in an embodiment of the present invention The block diagram of control device.Referring to Fig. 5, a kind of wagon flow control device includes:
It travels duration and obtains module 501, for obtaining the traveling duration of same vehicle in monitoring area;The monitoring area For the intersecting area for specifying crossing all directions road;
It shows that duration adjusts module 502, is more than setting threshold for travelling duration in the monitoring area in same vehicle When value, the display duration of the synchronous adjustment each crossing indicator light adjacent with the specified crossing is each to reduce the specified crossing The wagon flow in direction.
The embodiment of the invention also provides a kind of wagon flow control device, Fig. 6 is a kind of wagon flow provided in an embodiment of the present invention The block diagram of control device.Referring to Fig. 6, on the basis of wagon flow control device shown in Fig. 5, display duration adjustment module 502 includes:
Duration acquiring unit 601 is shown, for obtaining the specified crossing and its adjacent each crossing in different directions Vehicle density and the current display duration of indicator light;
First predicting unit 602, for being directed to adjacent each crossing, the vehicle density of different directions and indicator light is current It shows the corresponding vehicle density prediction algorithm in duration input each crossing, predicts direction corresponding with the specified crossing Vehicle density;
Second predicting unit 603, vehicle density and the specified crossing for predicting adjacent each crossing are worked as The standard vehicle density of preceding period is input to the corresponding vehicle density prediction algorithm in the specified crossing, predicts subsequent time period The vehicle density of the interior specified crossing all directions;
Duration adjustment unit 604 is shown, for distinguishing the vehicle density of the specified crossing all directions and display duration It is input to the duration adjustment algorithm at corresponding crossing, obtains the display duration of each crossing indicator light in subsequent period.
The embodiment of the invention also provides a kind of wagon flow control device, Fig. 7 is a kind of wagon flow provided in an embodiment of the present invention The block diagram of control device.Referring to Fig. 7, on the basis of wagon flow control device shown in Fig. 6, second predicting unit 603 includes:
Historical record obtains subelement 701, the multiple history for obtaining with being in same time period more than given threshold Traffic records;The historical traffic record includes at least: vehicle density, display duration, the traveling duration in monitoring area;
Historical record rejects subelement 702, does not meet setting condition for rejecting in the multiple historical traffic record Historical traffic record;Wherein impose a condition is that traveling duration of the same vehicle in the monitoring area is less than given threshold;
Variance obtains subelement 703, corresponding for being recorded according to each historical traffic of remaining historical traffic record acquisition Vehicle density variance;
Standard density determines subelement 704, for determining that the corresponding vehicle density of the smallest vehicle density variance is standard Vehicle density.
The embodiment of the invention also provides a kind of wagon flow control device, Fig. 8 is a kind of wagon flow provided in an embodiment of the present invention The block diagram of control device.Referring to Fig. 8, on the basis of wagon flow control device shown in Fig. 5, a kind of wagon flow control device 500 is also wrapped It includes:
Wagon flow length obtains module 801, for obtaining between the specified crossing and the adjacent intersection of vehicle heading Wagon flow length;
Matching factor determining module 802, for being closed according to preset wagon flow length and the corresponding of duration matching factor System, determines duration matching factor according to the wagon flow length;
Show that duration adjusts module 803, for adjusting the specified crossing and adjacent road based on the duration matching factor The display duration of mouth indicator light.
It should be noted that wagon flow control device provided in an embodiment of the present invention and above-mentioned wagon flow control method are an a pair The relationship answered, the implementation detail of the above method are equally applicable to above-mentioned apparatus, and the embodiment of the present invention no longer carries out above system It is described in detail.
In specification of the invention, numerous specific details are set forth.It is to be appreciated, however, that the embodiment of the present invention can be with It practices without these specific details.In some instances, well known method, structure and skill is not been shown in detail Art, so as not to obscure the understanding of this specification.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations;To the greatest extent Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into Row equivalent replacement;And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution The range of scheme should all cover within the scope of the claims and the description of the invention.

Claims (8)

1. a kind of wagon flow control method, which is characterized in that the described method includes:
Obtain the traveling duration of same vehicle in monitoring area;The monitoring area is the intersection of specified crossing all directions road Domain;
If same vehicle travels duration more than given threshold in the monitoring area, synchronous adjustment is adjacent with the specified crossing Each crossing indicator light display duration, to reduce the wagon flow of the specified crossing all directions.
2. wagon flow control method according to claim 1, which is characterized in that synchronous adjustment is adjacent with the specified crossing The display duration of each crossing indicator light includes:
When obtaining the specified crossing and its adjacent each crossing vehicle density in different directions and the current display of indicator light It is long;
For adjacent each crossing, the current display duration of the vehicle density of different directions and indicator light is inputted into each crossing Corresponding vehicle density prediction algorithm predicts the vehicle density in direction corresponding with the specified crossing;
The standard vehicle density of vehicle density and the specified crossing present period that adjacent each crossing is predicted inputs To the corresponding vehicle density prediction algorithm in the specified crossing, the vehicle of the specified crossing all directions in subsequent time period is predicted Current density;
The vehicle density of the specified crossing all directions and display duration are separately input into the duration adjustment algorithm at corresponding crossing, Obtain the display duration of each crossing indicator light in subsequent period.
3. wagon flow control method according to claim 2, which is characterized in that the standard vehicle density is in the following manner It obtains:
It obtains and is recorded with the multiple historical traffic for being in same time period more than given threshold;The historical traffic record at least wraps It includes: vehicle density, display duration, the traveling duration in monitoring area;
Reject the historical traffic record that setting condition is not met in the multiple historical traffic record;It is same for wherein imposing a condition Traveling duration of the vehicle in the monitoring area is less than given threshold;
Each historical traffic, which is obtained, according to remaining historical traffic record records corresponding vehicle density variance;
Determine that the corresponding vehicle density of the smallest vehicle density variance is standard vehicle density.
4. wagon flow control method according to claim 1, which is characterized in that the method also includes:
Obtain the wagon flow length between the specified crossing and the adjacent intersection of vehicle heading;
According to the corresponding relationship of preset wagon flow length and duration matching factor, duration is determined according to the wagon flow length Distribution coefficient;
The display duration of the specified crossing and adjacent intersection indicator light is adjusted based on the duration matching factor.
5. a kind of wagon flow control device, which is characterized in that described device includes:
It travels duration and obtains module, for obtaining the traveling duration of same vehicle in monitoring area;The monitoring area is specified The intersecting area of crossing all directions road;
It shows that duration adjusts module, is used for when same vehicle travels duration more than given threshold in the monitoring area, together The display duration of the successive step each crossing indicator light adjacent with the specified crossing, to reduce the vehicle of the specified crossing all directions Stream.
6. wagon flow control device according to claim 5, which is characterized in that display duration adjusts module and includes:
Duration acquiring unit is shown, for obtaining the vehicle density of the specified crossing and its adjacent each crossing in different directions The display duration current with indicator light;
First predicting unit, for being directed to adjacent each crossing, when by the current display of the vehicle density of different directions and indicator light The corresponding vehicle density prediction algorithm in long input each crossing predicts the wagon flow in direction corresponding with the specified crossing Density;
Second predicting unit, vehicle density and the specified crossing present period for predicting adjacent each crossing Standard vehicle density is input to the corresponding vehicle density prediction algorithm in the specified crossing, predicts the finger in subsequent time period Determine the vehicle density of crossing all directions;
Duration adjustment unit is shown, for the vehicle density of the specified crossing all directions and display duration to be separately input into pair The duration adjustment algorithm for answering crossing obtains the display duration of each crossing indicator light in subsequent period.
7. wagon flow control device according to claim 6, which is characterized in that second predicting unit includes:
Historical record obtains subelement, and the multiple historical traffic for obtaining with being in same time period more than given threshold is remembered Record;The historical traffic record includes at least: vehicle density, display duration, the traveling duration in monitoring area;
Historical record rejects subelement, for rejecting the historical traffic for not meeting setting condition in the multiple historical traffic record Record;Wherein impose a condition is that traveling duration of the same vehicle in the monitoring area is less than given threshold;
Variance obtains subelement, records corresponding vehicle density for obtaining each historical traffic according to remaining historical traffic record Variance;
Standard density determines subelement, for determining that the corresponding vehicle density of the smallest vehicle density variance is that standard wagon flow is close Degree.
8. wagon flow control device according to claim 5, which is characterized in that described device further include:
Wagon flow length obtains module, long for obtaining the wagon flow between the specified crossing and the adjacent intersection of vehicle heading Degree;
Matching factor determining module, for the corresponding relationship according to preset wagon flow length and duration matching factor, according to The wagon flow length determines duration matching factor;
Show that duration adjusts module, for adjusting the specified crossing and adjacent intersection indicator light based on the duration matching factor Display duration.
CN201810983308.0A 2018-10-08 2018-10-08 Wagon flow control method and device Active CN109118793B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810983308.0A CN109118793B (en) 2018-10-08 2018-10-08 Wagon flow control method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810983308.0A CN109118793B (en) 2018-10-08 2018-10-08 Wagon flow control method and device

Publications (2)

Publication Number Publication Date
CN109118793A true CN109118793A (en) 2019-01-01
CN109118793B CN109118793B (en) 2019-07-16

Family

ID=64861132

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810983308.0A Active CN109118793B (en) 2018-10-08 2018-10-08 Wagon flow control method and device

Country Status (1)

Country Link
CN (1) CN109118793B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110246345A (en) * 2019-05-31 2019-09-17 闽南师范大学 A kind of signal lamp intelligent control method and system based on HydraCNN
CN111667700A (en) * 2020-04-24 2020-09-15 安徽三联学院 Intersection variable lane control method based on short-term traffic state prediction
CN111915875A (en) * 2019-05-08 2020-11-10 阿里巴巴集团控股有限公司 Method and device for processing traffic flow path distribution information and electronic equipment

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103985263A (en) * 2014-05-26 2014-08-13 北京易华录信息技术股份有限公司 Video tracking type detection method and system capable of reducing stop frequency at intersection
KR101637783B1 (en) * 2014-12-18 2016-07-07 부산대학교 산학협력단 Method and device for determineing appropriateness of traffic signal cycle
CN106297331A (en) * 2016-08-29 2017-01-04 安徽科力信息产业有限责任公司 Plane cognition technology is utilized to reduce the method and system of junction machine motor-car stop frequency
CN106571030A (en) * 2016-10-20 2017-04-19 西南交通大学 Queuing length prediction method in multi-source traffic information environment
CN107358802A (en) * 2017-06-14 2017-11-17 青岛破浪舟车船装备科技有限公司 A kind of traffic signals area networking intelligence traffic system
CN107730926A (en) * 2017-11-24 2018-02-23 信利光电股份有限公司 A kind of intellectual traffic control method, apparatus and system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103985263A (en) * 2014-05-26 2014-08-13 北京易华录信息技术股份有限公司 Video tracking type detection method and system capable of reducing stop frequency at intersection
KR101637783B1 (en) * 2014-12-18 2016-07-07 부산대학교 산학협력단 Method and device for determineing appropriateness of traffic signal cycle
CN106297331A (en) * 2016-08-29 2017-01-04 安徽科力信息产业有限责任公司 Plane cognition technology is utilized to reduce the method and system of junction machine motor-car stop frequency
CN106571030A (en) * 2016-10-20 2017-04-19 西南交通大学 Queuing length prediction method in multi-source traffic information environment
CN107358802A (en) * 2017-06-14 2017-11-17 青岛破浪舟车船装备科技有限公司 A kind of traffic signals area networking intelligence traffic system
CN107730926A (en) * 2017-11-24 2018-02-23 信利光电股份有限公司 A kind of intellectual traffic control method, apparatus and system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
丁柏群 等: "基于交通波理论的直线式公交停靠站交通影响范围研究", 《森林工程》 *
江伟 等: "基于合肥市滨湖新区丁字路口交通信号灯优化与应用", 《科技资讯》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111915875A (en) * 2019-05-08 2020-11-10 阿里巴巴集团控股有限公司 Method and device for processing traffic flow path distribution information and electronic equipment
CN110246345A (en) * 2019-05-31 2019-09-17 闽南师范大学 A kind of signal lamp intelligent control method and system based on HydraCNN
CN110246345B (en) * 2019-05-31 2020-09-29 闽南师范大学 Signal lamp intelligent control method and system based on HydraCNN
CN111667700A (en) * 2020-04-24 2020-09-15 安徽三联学院 Intersection variable lane control method based on short-term traffic state prediction

Also Published As

Publication number Publication date
CN109118793B (en) 2019-07-16

Similar Documents

Publication Publication Date Title
US10354523B2 (en) Road traffic control system, method, and electronic device
CN109118793B (en) Wagon flow control method and device
US20200273329A1 (en) Traffic flow control method and apparatus in internet of vehicles
GB2594368A (en) Control system and method for dedicated lane for autonomous vehicle
CN113032964B (en) Bus priority intersection signal control method and device
CN103956060B (en) A kind of crossing that can reduce green light lost time controls machine and control method
CN105321357B (en) The setting system and method that a kind of isolated intersection same-phase is turned right with pedestrian signal
US20170270785A1 (en) Roadside control apparatus, computer program, and information processing method
CN104658279B (en) Real-time optimization signal control method and system based on video traffic state monitoring
CN108180919A (en) A kind of optimization method and device of programme path
CN108470461B (en) Traffic signal controller control effect online evaluation method and system
US10699568B1 (en) Video-based crossroad signal machine control method
CN110164152A (en) One kind being used for isolated traffic intersection traffic light control system
CN110895884A (en) Control method and device of traffic signal lamp
CN103985261A (en) Traffic signal light control method and system based on vehicle queuing length measurement
CN105336183A (en) Traffic congestion control method and device based on road section passing capacity
CN108198441A (en) A kind of quick, intelligent traffic system and method
JP2022539638A (en) Vehicle-road interactive signal control method and apparatus
CN108364486B (en) Multi-scene vehicle priority self-adaptive traffic signal control system and working method thereof
CN113345253B (en) Traffic flow array and signal cooperative control system
US11532228B2 (en) Method and system for traffic light signal detection and usage
CN111862596B (en) Intersection signal control method and system for common vehicle borrowing BRT (bus bridge transfer) special lane
CN103236164A (en) Vehicle controlling method for guaranteeing public transport vehicle priority passing
Mirchandani et al. Integrated transit priority and rail/emergency preemption in real-time traffic adaptive signal control
CN108417068A (en) Active-mode intelligent Traffic flow guidance method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CB03 Change of inventor or designer information
CB03 Change of inventor or designer information

Inventor after: Li Lingfeng

Inventor after: Li Haiyang

Inventor after: Zhang Xiaoling

Inventor after: Luo Zhong

Inventor before: Li Lingfeng

Inventor before: Liu Jianxin

Inventor before: Zhang Xiaoling

Inventor before: Luo Zhong