CN112693445B - Method and device for controlling vehicle to merge into target lane and unmanned vehicle - Google Patents

Method and device for controlling vehicle to merge into target lane and unmanned vehicle Download PDF

Info

Publication number
CN112693445B
CN112693445B CN202110031907.4A CN202110031907A CN112693445B CN 112693445 B CN112693445 B CN 112693445B CN 202110031907 A CN202110031907 A CN 202110031907A CN 112693445 B CN112693445 B CN 112693445B
Authority
CN
China
Prior art keywords
merge
segment
preset threshold
unmanned vehicle
length
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
CN202110031907.4A
Other languages
Chinese (zh)
Other versions
CN112693445A (en
Inventor
柳金峰
向燕
陈炳初
卢敦陆
周继彦
李广
卜新华
王志辉
何飞勇
李湛文
陈奕鑫
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.)
Guangdong Institute of Science and Technology
Original Assignee
Guangdong Institute of Science and Technology
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 Guangdong Institute of Science and Technology filed Critical Guangdong Institute of Science and Technology
Priority to CN202210179134.9A priority Critical patent/CN114407899B/en
Priority to CN202110031907.4A priority patent/CN112693445B/en
Publication of CN112693445A publication Critical patent/CN112693445A/en
Application granted granted Critical
Publication of CN112693445B publication Critical patent/CN112693445B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units, or advanced driver assistance systems for ensuring comfort, stability and safety or drive control systems for propelling or retarding the vehicle
    • B60W30/18Propelling the vehicle
    • B60W30/18009Propelling the vehicle related to particular drive situations
    • B60W30/18163Lane change; Overtaking manoeuvres
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/18Conjoint control of vehicle sub-units of different type or different function including control of braking systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/20Conjoint control of vehicle sub-units of different type or different function including control of steering systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W60/00Drive control systems specially adapted for autonomous road vehicles
    • B60W60/001Planning or execution of driving tasks
    • B60W60/0025Planning or execution of driving tasks specially adapted for specific operations
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/18Braking system
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT 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
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/20Steering systems

Abstract

The embodiment of the invention discloses a method for controlling a vehicle to merge into a target lane, which comprises the steps of acquiring the target lane corresponding to a lane change requirement when the unmanned vehicle has the lane change requirement; when the target lane sequentially has a first non-merged road segment, a first merge-able road segment, a second non-merged road segment and a second merge-able road segment, comparing the length of the second merge-able road segment with the size of a second preset threshold value when the length of the first merge-able road segment is less than the first preset threshold value and when the length of the second merge-able road segment is greater than or equal to the first preset threshold value; if the length of the second merge-able road section is smaller than a second preset threshold value, controlling the unmanned vehicle to merge into the target lane on the second merge-able road section at a reduced speed; otherwise, the unmanned vehicle is controlled to be at a normal speed, and the second merge-into road section merges into the target lane, so that the problem that the merging fails when the nearest merge-into road section is too short can be solved.

Description

Method and device for controlling vehicle to merge into target lane and unmanned vehicle
Technical Field
The embodiment of the invention relates to the technical field of unmanned vehicles, in particular to a method and a device for controlling a vehicle to be merged into a target lane and an unmanned vehicle.
Background
An unmanned vehicle is a vehicle that can start, run, and stop without a driver. Along with the development of the unmanned technology, the unmanned vehicle can be gradually popularized in daily life of people, for example, a user purchases the unmanned vehicle by himself, so that the user does not need to drive the vehicle by himself, the travel of people is facilitated, and vehicle accidents caused by fatigue driving of the user are avoided. As another example, unmanned vehicles may also be used in the field of net appointments for rental by users.
However, in the process of implementing the present invention, the inventors of the present invention found that: when the current driverless vehicle runs on a driving lane and needs to change the lane to a target lane, the lane change is usually performed on an incorporable road section nearest to a trigger target triggering the lane change requirement, but when the length of the nearest incorporable road section is too short, the driverless vehicle is easy to fail to merge the lane.
Disclosure of Invention
In view of the above, embodiments of the present invention provide a method, an apparatus, and an unmanned vehicle for controlling a vehicle to merge into a target lane, which overcome or at least partially solve the above problems.
According to an aspect of an embodiment of the present invention, there is provided a method of controlling a vehicle to merge into a target lane, the method including: judging whether the unmanned vehicle has a lane change requirement or not according to a preset running route of the unmanned vehicle; if yes, acquiring a target lane corresponding to the lane change requirement; when a first non-merged road section, a first merge-able road section, a second non-merged road section and a second merge-able road section are sequentially arranged on the target lane from a trigger target of the lane change requirement, and the first non-merged road section, the first merge-able road section, the second non-merge-able road section and the second merge-able road section are all located in front of the unmanned vehicle, whether the length of the first merge-able road section is smaller than a first preset threshold value or not is judged; if the length of the first merge-able road section is smaller than a first preset threshold value, judging whether the length of the second merge-able road section is larger than or equal to the first preset threshold value; if the length of the second merge-able road section is greater than or equal to a first preset threshold value, comparing the length of the second merge-able road section with a second preset threshold value; if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed; if the length of the second merge-able section is greater than or equal to the second preset threshold value, controlling the unmanned vehicle to merge into the target lane at the second merge-able section at a normal speed; the second non-merged road segment comprises a congested road segment or a solid road segment, and the method further comprises: if the length of the first merge-able road segment is greater than or equal to a first preset threshold and smaller than a second preset threshold, judging whether the second non-merge-able road segment is the congested road segment or the solid road segment; if the second non-merge segment is the congested segment, controlling the unmanned vehicle to merge at the target lane at the first merge segment at a reduced speed; if the second non-merged road segment is the solid line segment, comparing the length of the second merged road segment with a second preset threshold value, wherein the length of the second merged road segment is greater than the first preset threshold value; if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed; if the length of the second merge-able section is greater than or equal to the second preset threshold, controlling the unmanned vehicle to merge into the target lane on the second merge-able section at a normal speed.
According to an aspect of an embodiment of the present invention, there is provided an apparatus for controlling a vehicle to merge into a target lane, characterized by comprising: the first judgment module is used for judging whether the unmanned vehicle has a lane change requirement or not according to a preset running route of the unmanned vehicle; the acquisition module is used for acquiring a target lane corresponding to the lane change requirement if the lane change requirement exists; a second judging module, configured to, when a first non-merge road segment, a first merge-able road segment, a second non-merge road segment, and a second merge-able road segment are sequentially located on the target lane from a trigger target of the lane change request, and the first non-merge road segment, the first merge-able road segment, the second non-merge road segment, and the second merge-able road segment are all located in front of the unmanned vehicle, judge whether a length of the first merge-able road segment is smaller than a first preset threshold; the third judging module is used for judging whether the length of the second merge-able road section is greater than or equal to a first preset threshold value or not if the length of the first merge-able road section is smaller than the first preset threshold value; the first comparison module is used for comparing the length of the second merge-able road section with a second preset threshold value if the length of the second merge-able road section is greater than or equal to the first preset threshold value; a first control module for controlling the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed if the length of the second merge-able segment is less than the second preset threshold; a second control module, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold; the second non-merged road segment includes a congested road segment or a solid road segment, and the apparatus further includes: a fourth determining module, configured to determine that the second non-merge-into road segment is the congested road segment or the solid road segment if the length of the first merge-into road segment is greater than or equal to a first preset threshold and is smaller than a second preset threshold; a third control module for controlling the unmanned vehicle to slow down and merge into the target lane at the first merge-able segment if the second non-merge segment is the congested segment; the second comparison module is configured to compare the length of the second merge-able road segment with a second preset threshold if the second non-merge-able road segment is the solid line segment, where the length of the second merge-able road segment is greater than the first preset threshold; a fourth control module for controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed if the length of the second merge-able segment is less than the second preset threshold; a fifth control module, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold.
According to an aspect of an embodiment of the present invention, there is provided an unmanned vehicle including: at least one processor, and a memory communicatively coupled to the at least one processor, the memory storing instructions executable by the at least one processor to enable the at least one processor to perform a method as described above.
The embodiment of the invention has the beneficial effects that: different from the existing method for controlling the vehicle to merge into the target lane, the method for controlling the vehicle to merge into the target lane in the embodiment of the invention can realize successful merging of the unmanned vehicle before the triggering target of the lane change requirement, and can adjust the merging speed of the unmanned vehicle according to the length of the road section where the unmanned vehicle merges, so that the driving safety of the unmanned vehicle is further ensured.
Drawings
One or more embodiments are illustrated by way of example in the accompanying drawings, which correspond to the figures in which like reference numerals refer to similar elements and which are not to scale unless otherwise specified.
FIG. 1 is a schematic flow chart illustrating a method for controlling a vehicle to merge into a target lane according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart diagram illustrating one implementation of determining whether a lane change is required for an unmanned vehicle in accordance with an embodiment of the present invention;
FIG. 3 is a schematic flow chart illustrating another method for controlling a vehicle to merge into a target lane according to an embodiment of the present invention;
FIG. 4 is a schematic flow chart diagram of a method for detecting whether an unmanned vehicle meets a condition for merging into a target lane, provided by an embodiment of the invention;
FIG. 5 is a schematic flow chart illustrating a method for controlling a vehicle to merge into a target lane according to another embodiment of the present invention;
FIG. 6 is a schematic diagram of an apparatus for controlling a vehicle to merge into a target lane according to an embodiment of the present invention;
fig. 7 is a schematic diagram of a hardware structure of an unmanned vehicle according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It will be understood that when an element is referred to as being "secured to" another element, it can be directly on the other element or intervening elements may also be present. When an element is referred to as being "connected" to another element, it can be directly connected to the other element or intervening elements may be present. The terms "vertical," "horizontal," "left," "right," and the like as used herein are for descriptive purposes only.
In addition, the technical features involved in the embodiments of the present invention described below may be combined with each other as long as they do not conflict with each other.
Example one
Referring to fig. 1, fig. 1 is a schematic flowchart illustrating a method for controlling a vehicle to merge into a target lane according to an embodiment of the present invention, where the method includes the following steps:
step S101, judging whether the unmanned vehicle has a lane change requirement or not according to a preset running route of the unmanned vehicle, and if so, executing step S102.
If the unmanned vehicle does not have the lane change requirement, the unmanned vehicle is only required to be controlled to run on the current running lane, and after the preset time, the step S101 is executed, namely after the preset time, whether the unmanned vehicle has the lane change requirement is judged.
When the user uses the unmanned vehicle, a preset travel route from the starting point to the destination will be generated. The preset driving route can be a driving route recommended by the unmanned vehicle according to the vehicle using time, the starting point, the destination and the vehicle using habits of the user, and can also be a driving route selected by the user according to the starting point, the destination and the like.
For example, the preset driving route includes going straight on the a road, going straight to the B turn intersection, then turning right to go straight on the C road, going straight to the D turn intersection, then turning left to go on the E road … …
Typically, the unmanned vehicle has a lane change requirement at a traffic light or at a turning intersection.
For example, when the unmanned vehicle needs to turn at a B-turn intersection, the unmanned vehicle needs to merge into a turning lane, and a lane change request exists.
In some embodiments, the step of determining whether the unmanned vehicle has a lane change requirement may refer to fig. 2, and step S101 includes the following steps:
step S1011, acquiring a driving lane on which the unmanned vehicle is currently driving.
The driving lanes may be a straight lane, a turning lane turning to the left, and a right-turning lane turning to the right.
Step S1012, obtaining the nearest first turning intersection that needs to be turned from the preset driving route of the unmanned vehicle.
In some embodiments, the first turn intersection is provided with a traffic light, and the traffic light is a traffic light that allows turning.
Step S1013, a first turning lane corresponding to the first turning intersection is acquired.
The first turning lane corresponding to the first turning intersection corresponds to a driving route of 'turning'. For a single row of turning lanes, for example, a right turn, the turning lane is the lane furthest from the lane line. For example, turning left, the turning lane is the lane closest to the lane line.
It should be noted that, for a double row of turning lanes or a multiple row of turning lanes, all the turning lanes need to be acquired.
Step S1014, determining whether the first turning lane is the same as the driving lane, if not, executing step S1015, otherwise, executing step S1016.
For example, if the driving lane of the unmanned vehicle is a straight driving lane, the first turning lane is different from the driving lane, and step S1015 is executed to determine that there is a lane change requirement for the unmanned vehicle.
For example, if the driving lane of the unmanned vehicle is a turning lane turning to the left and the first turning lane is a turning lane turning to the right, the first turning lane is different from the driving lane, and step S1015 is executed to determine that the unmanned vehicle has a lane change requirement.
For example, if the driving lane of the unmanned vehicle is a turning lane for turning to the right and the first turning lane is a turning lane for turning to the right, the first turning lane is the same as the driving lane, and step S1016 is performed.
Step S1015, determining that the unmanned vehicle has a lane change requirement, where the first turning lane is a target lane corresponding to the lane change requirement.
Step S1016, obtaining a second turning intersection needing to turn, which is closest to the first turning intersection, from a preset driving route of the unmanned vehicle.
And step S1017, acquiring a second turning lane corresponding to the second turning intersection.
Step S1018, determining whether the second turning lane is the same as the driving lane, and if not, executing step S1019.
Step S1019, determining that the unmanned vehicle has a lane change requirement, wherein the second turning lane is a target lane corresponding to the lane change requirement.
And if the second turning lane is the same as the driving lane, determining that the unmanned vehicle has no lane change requirement.
And step S102, acquiring a target lane corresponding to the lane change requirement.
According to the above steps S1011 to S1019, when the first turning lane is different from the driving lane, the target lane is the first turning lane, and the trigger target of the lane change requirement is the first turning lane; the first turning lane is the same as the driving lane, when the second turning lane is different from the driving lane, the target lane is the second turning lane, and the triggering target of the lane change requirement is the second turning lane.
Step 103, when the target lane has a first non-merge road section, a first merge-able road section, a second non-merge road section and a second merge-able road section in sequence from the trigger target of the lane change requirement, and the first non-merge road section, the first merge-able road section, the second non-merge road section and the second merge-able road section are all located in front of the unmanned vehicle, determining whether the length of the first merge-able road section is smaller than a first preset threshold, and if the length of the first merge-able road section is smaller than the first preset threshold, executing step 104.
Wherein the first non-merged road segment and the second non-merged road segment comprise a congested road segment and a solid road segment, respectively.
Wherein the first and second mergeable segments are not congested segments and are not solid segments.
Wherein one achievable measurement method of the length of the first incorporable segment is: the unmanned vehicle is provided with a vehicle-mounted radar, the vehicle-mounted radar continuously transmits signals and receives echo signals of objects, the distance between the objects and the vehicle-mounted radar can be determined according to the transmitted signals and the echo signals of the objects, the vehicle-mounted radar determines a first distance between the unmanned vehicle and the first non-merging road section and a second distance between the unmanned vehicle and the second non-merging road section, and the length of the first merging road section is obtained by subtracting the second distance from the first distance.
The first preset threshold is a merging safety distance, and for a vehicle running normally, the merging safety distance can be set to be 50 meters.
If the length of the first merge-able segment is less than a first preset threshold, it is unsafe to merge at the first merge-able segment, and thus it can be detected whether the second merge-able segment fits into a merge.
Step S104, determining whether the length of the second merge-able segment is greater than or equal to a first preset threshold, and if the length of the second merge-able segment is greater than or equal to the first preset threshold, executing step S105.
If the length of the first merge-able road segment is smaller than a first preset threshold, it may be determined whether the length of the second merge-able road segment is greater than or equal to the first preset threshold. In general, if the length of the second merge-able segment is greater than or equal to a first preset threshold, merging may be performed on the second merge-able segment. However, step S105 is also performed to further ensure the safety of the unmanned vehicle merging into the target lane.
In some embodiments, when the target lane has a first non-merge-into segment, a first merge-able segment, a second non-merge-into segment, and a second merge-able segment in sequence from the trigger target of the lane change request, and the length of the first merge-able segment is less than a first preset threshold, step S104 may be performed, or when the trigger target has a target point in front of it, please refer to fig. 3, the following steps may also be performed before step S104:
step S201, detecting whether the unmanned vehicle has an optional route from the target point, if the unmanned vehicle does not have an optional route from the target point, executing step S104, and if the unmanned vehicle has an optional route from the target point, executing step S202.
For example, the preset driving route is that the vehicle travels straight on the road b at the turn intersection a, and the vehicle travels straight to reach the turn intersection at the target point c after the triggering target turns, and the selectable route may be that the vehicle travels straight on the road d at the turn intersection a, and travels straight to reach the turn intersection at the target point c after the vehicle passes through the turn intersection e.
The target point is a position point in front of the trigger target, for example, the target point may be a turning intersection in front of the trigger target, which needs to turn.
When the second non-merged road segment is a road segment from the unmanned vehicle and the target point is a turning intersection that needs to be turned ahead of the trigger target, it is obvious that there is no alternative route, and then only step S104 can be executed.
When a turning intersection is arranged between the second non-merged road section and the unmanned vehicle and no lane change requirement exists between the unmanned vehicle and the turning intersection, the unmanned vehicle has an optional route from the target point, and then step S202 is executed.
Step S202, predicting a first driving time of the unmanned vehicle to reach the target point through the preset driving route, and predicting a second driving time of the unmanned vehicle to reach the target point through the selectable route.
The first driving time and the second driving time may refer to historical data of the vehicle at the current time.
Step S203, determining whether the first driving time is less than or equal to the second driving time, and if the first driving time is less than or equal to the second driving time, executing step S104.
And when the first driving time is less than or equal to the second driving time, namely the time for the unmanned vehicle to reach the target point through the preset driving route is less than or equal to the time for the unmanned vehicle to reach the target point through the selectable route, the unmanned vehicle still selects to drive according to the preset driving route.
And when the first driving time is longer than the second driving time, the unmanned vehicle can be selected to drive according to an optional route so as to guarantee the driving time of the unmanned vehicle.
Step S105, comparing the length of the second merge-able segment with a second preset threshold, if the length of the second merge-able segment is smaller than the second preset threshold, performing step S106, and if the length of the second merge-able segment is greater than or equal to the second preset threshold, performing step S107.
In some embodiments, the second preset threshold is a merge safety distance plus a braking distance, and generally, the merge safety distance may be set to 50 meters, and the braking distance may be set to 35 meters, and then the second preset threshold may be set to 85 meters.
Step S106, controlling the unmanned vehicle to slow down and merge into the target lane at the second merge-able segment.
It should be noted that, when the length of the second merge-able road segment is smaller than a second preset threshold, the unmanned vehicle is controlled to reduce the speed, and when the second merge-able road segment merges into the target lane, the driving safety of the unmanned vehicle can be further ensured.
Step S107, controlling the unmanned vehicle to merge into the target lane at the second merge-able road segment at a normal speed.
It should be noted that, when the length of the second merge-able road segment is greater than or equal to a second preset threshold, the unmanned vehicle is controlled to have a normal speed, and when the second merge-able road segment merges into the target lane, the driving speed of the unmanned vehicle and the time for the unmanned vehicle to reach the destination are not affected.
It should be noted that, in some embodiments, before step S106 or step S107, it is further required to detect whether the unmanned vehicle meets the condition of merging into the target lane, and when the unmanned vehicle meets the condition of merging into the target lane, step S106 or step S107 is executed.
The step of detecting whether the unmanned vehicle meets the condition of merging into the target lane, specifically, referring to fig. 4, may include the following steps:
step S301, identifying whether the unmanned vehicle is located on a lane adjacent to the target lane, and if so, executing step S302.
If the unmanned vehicle is identified not to be located on the lane adjacent to the target lane, the unmanned vehicle needs to be merged into the lane adjacent to the target lane.
Step S302 of detecting whether there is a vehicle in parallel with the unmanned vehicle on the lane, and if there is the vehicle in parallel, executing step S303, and if there is no vehicle in parallel, executing step S304.
The with the side by side vehicle of unmanned vehicles side by side, include the rear of a vehicle side by side with the locomotive of unmanned vehicles is parallel, include the rear of a vehicle side by side with the automobile body of unmanned vehicles is parallel, include the locomotive of side by side vehicle with the automobile body of unmanned vehicles is parallel, and include the locomotive of side by side vehicle with the rear of a vehicle of unmanned vehicles is parallel.
Step S303, determining that the unmanned vehicle does not satisfy a condition for merging into the target lane.
If there are vehicles in parallel with the unmanned vehicle on the target lane, the unmanned vehicle cannot be merged into the target lane at this time.
Step S304, determining that the unmanned vehicle meets the condition of merging into the target lane.
The step of detecting whether the unmanned vehicle satisfies the condition for merging into the target lane is performed before entering step S106 or step S107, that is, after the length of the second mergeable section is greater than or equal to a first preset threshold value, which is generally selected as a merging safety distance, so that when it is detected whether the unmanned vehicle satisfies the condition for merging into the target lane, it can be determined that the unmanned vehicle satisfies the condition for merging into the target lane when the unmanned vehicle is located on a lane adjacent to the target lane and when there is no side-by-side vehicle on the target lane which is side-by-side with the unmanned vehicle.
When the condition of merging into the target lane is determined to be met, the unmanned vehicle can be further controlled to merge into the target lane, so that the unmanned vehicle can be further safely merged into the target lane.
In some embodiments, the unmanned vehicle may be controlled to light a corresponding turn light when step S106 or step S107 is performed.
The turn signal lamp is a turn signal lamp that is turned on when the vehicle is turning left, and a turn signal lamp that is turned on when the vehicle is turning right.
In the embodiment of the invention, whether the unmanned vehicle has a lane change requirement is judged according to the preset running route of the unmanned vehicle; if yes, acquiring a target lane corresponding to the lane change requirement; when a first non-merged road section, a first merge-able road section, a second non-merged road section and a second merge-able road section are sequentially arranged on the target lane from a trigger target of the lane change requirement, and the first non-merged road section, the first merge-able road section, the second non-merge-able road section and the second merge-able road section are all located in front of the unmanned vehicle, whether the length of the first merge-able road section is smaller than a first preset threshold value or not is judged; if the length of the first merge-able road section is smaller than a first preset threshold value, judging whether the length of the second merge-able road section is larger than or equal to the first preset threshold value; if the length of the second merge-able road section is greater than or equal to a first preset threshold value, comparing the length of the second merge-able road section with a second preset threshold value; if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed; if the length of the second merge-able road section is greater than or equal to the second preset threshold value, the unmanned vehicle is controlled to have a normal speed, and the second merge-able road section is merged into the target lane, so that on one hand, the unmanned vehicle can successfully merge before the trigger target of the lane change requirement, on the other hand, the merging speed of the unmanned vehicle can be adjusted according to the length of the road section where the unmanned vehicle merges, and therefore the driving safety of the unmanned vehicle is further guaranteed.
Example two
Referring to fig. 5, fig. 5 is a flowchart illustrating a method for controlling a vehicle to merge into a target lane according to another embodiment of the present invention. The method comprises the following steps:
step S401, judging whether the unmanned vehicle has a lane change requirement according to a preset driving route of the unmanned vehicle, and if so, executing step S402.
And step S402, acquiring a target lane corresponding to the lane change requirement.
Step S403, when the target lane has a first non-merge-into road section, a first merge-into-able road section, a second non-merge-into road section, and a second merge-into road section in sequence from the trigger target of the lane change request, and the first non-merge-into road section, the first merge-into-able road section, the second non-merge-into road section, and the second merge-into-able road section are all located in front of the unmanned vehicle, determining whether the length of the first merge-into road section is less than a first preset threshold, and if the length of the first merge-into road section is greater than or equal to the first preset threshold and less than the second preset threshold, executing step S404.
Step S404 of determining whether the second non-merged link is the congested link or the solid link, and if the second non-merged link is the congested link, performing step S405, and if the second non-merged link is the solid link, performing step S406.
In step S405, the unmanned vehicle is controlled to slow down and merge into the target lane at the first merge-able segment.
If the length of the first merge-able section is greater than or equal to a first preset threshold value and less than a second preset threshold value, and the second non-merge-able section is the congested section, no matter how long the length of the second merge-able section is, in order to avoid delaying the driving time of the unmanned vehicle due to congestion of the second non-merge-able section, merging into the target lane at the first merge-able section is selected.
Step S406, comparing the length of the second merge-able segment with a second preset threshold, where the length of the second merge-able segment is greater than the first preset threshold, if the length of the second merge-able segment is less than the second preset threshold, step S407 is executed, and if the length of the second merge-able segment is greater than or equal to the second preset threshold, step S408 is executed.
If the length of the first merge-able road section is greater than or equal to a first preset threshold value and smaller than a second preset threshold value, and the second non-merge-able road section is the solid line section, merging roads on the second merge-able road section without affecting the driving time of the unmanned vehicle.
In step S407, the unmanned vehicle is controlled to slow down and merge into the target lane at the first merge-able segment.
When the length of the second merge-able section is less than the second preset threshold, the merging on the first merge-able section is selected no matter what the length of the second merge-able section and the length of the first merge-able section are, because the driving lane of the general vehicle is a straight driving lane and the target lane is a turning lane, the driving speed on the straight driving lane is high, namely when the length of the second merge-able section is less than the second preset threshold, the selecting of the merging on the first merge-able section can guarantee the driving time of the unmanned vehicle.
However, in order to secure the driving safety of the unmanned vehicle, when the length of the first merge-able section is less than the second preset threshold, the unmanned vehicle is controlled to merge at a reduced speed.
In step S408, the unmanned vehicle is controlled to merge into the target lane at the second merge-able segment at a normal speed.
When the length of the second merge-able road section is larger than a second preset threshold value, merging at a normal speed is selected in the second merge-able road section, the unmanned vehicle does not need to decelerate when changing lanes, and does not need to accelerate after the lane changing succeeds, namely the unmanned vehicle does not need to repeatedly adjust the driving speed, and the service life of the module for controlling the driving speed by the unmanned vehicle is long.
It should be noted that, if the length of the first merge-able segment is greater than or equal to a second preset threshold, the unmanned vehicle is controlled to have a normal speed, and the first merge-able segment merges into the target lane.
In the embodiment of the invention, whether the unmanned vehicle has a lane change requirement is judged according to the preset running route of the unmanned vehicle; if yes, acquiring a target lane corresponding to the lane change requirement; when a first non-merged road section, a first merge-able road section, a second non-merged road section and a second merge-able road section are sequentially arranged on the target lane from a trigger target of the lane change requirement, and the first non-merged road section, the first merge-able road section, the second non-merge-able road section and the second merge-able road section are all located in front of the unmanned vehicle, whether the length of the first merge-able road section is smaller than a first preset threshold value or not is judged; if the length of the first merge-able road segment is greater than or equal to a first preset threshold and smaller than a second preset threshold, judging whether the second non-merge-able road segment is the congested road segment or the solid road segment; if the second non-merge segment is the congested segment, controlling the unmanned vehicle to merge at the target lane at the first merge segment at a reduced speed; if the second non-merged road segment is the solid line segment, comparing the length of the second merged road segment with a second preset threshold value, wherein the length of the second merged road segment is greater than the first preset threshold value; if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed; if the length of the second merge-able road section is greater than or equal to the second preset threshold value, the unmanned vehicle is controlled to operate at a normal speed, and the second merge-able road section merges into the target lane, so that on one hand, the unmanned vehicle can successfully merge before the trigger target of the lane change requirement, and on the other hand, the driving safety, the driving time and the service life of the unmanned vehicle can be comprehensively considered.
EXAMPLE III
Referring to fig. 6, fig. 6 is a schematic diagram of an apparatus for controlling a vehicle to merge into a target lane according to an embodiment of the present invention, where the apparatus 400 includes: the first judging module 401 is configured to judge whether the unmanned vehicle has a lane change requirement according to a preset driving route of the unmanned vehicle; an obtaining module 402, configured to obtain a target lane corresponding to the lane change requirement if the lane change requirement exists; a second determination module 403, configured to determine whether a length of the first merge-able segment is smaller than a first preset threshold value when the target lane has a first non-merge-able segment, a first merge-able segment, a second non-merge-able segment, and a second merge-able segment in sequence from a trigger target of the lane change requirement, and the first non-merge-able segment, the first merge-able segment, the second non-merge-able segment, and the second merge-able segment are all located in front of the unmanned vehicle; a third determining module 404, configured to determine whether the length of the second merge-able road segment is greater than or equal to a first preset threshold if the length of the first merge-able road segment is smaller than the first preset threshold; a first comparing module 405, configured to compare the length of the second merge-able road segment with a second preset threshold if the length of the second merge-able road segment is greater than or equal to the first preset threshold; a first control module 406, configured to control the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed if the length of the second merge-able segment is less than the second preset threshold; a second control module 407, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold.
In some embodiments, the second non-merged road segment comprises a congested road segment or a solid road segment, the apparatus further comprising: a fourth determining module 408, configured to determine that the second non-merge-into road segment is the congested road segment or the solid road segment if the length of the first merge-into road segment is greater than or equal to a first preset threshold and is smaller than a second preset threshold; a third control module 409 for controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed if the second non-merge segment is the congested segment; a second comparing module 410, configured to compare, if the second non-merged road segment is the solid road segment, a length of the second merged road segment with a second preset threshold, where the length of the second merged road segment is greater than the first preset threshold; a fourth control module 411, configured to control the unmanned vehicle to merge into the target lane on the first merge-able road segment at a reduced speed if the length of the second merge-able road segment is smaller than the second preset threshold; a fifth control module 412, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold.
In some embodiments, the apparatus further comprises: a sixth control module 413, configured to control the unmanned vehicle to merge into the target lane on the first merge-able road segment at a normal speed if the length of the first merge-able road segment is greater than or equal to a second preset threshold.
In some embodiments, there is a target point in front of the trigger target, and before the third determining module 404, the apparatus further includes: a detecting module 414, configured to detect whether the unmanned vehicle has an optional route from the target point, and if the unmanned vehicle has no optional route from the target point, execute the third determining module 404. The predicting module 415 is configured to predict a first driving time when the unmanned vehicle reaches the target point through the preset driving route and predict a second driving time when the unmanned vehicle reaches the target point through the selectable route if the unmanned vehicle has the selectable route from the target point. A fifth determining module 416, configured to determine whether the first driving time is less than or equal to the second driving time, and if the first driving time is less than or equal to the second driving time, execute the third determining module 404.
In the embodiment of the invention, whether the unmanned vehicle has a lane change requirement is judged by a first judging module 401 according to a preset driving route of the unmanned vehicle; if the lane change requirement exists, a target lane corresponding to the lane change requirement is acquired through an acquisition module 402; when a first non-merge section, a first merge-able section, a second non-merge section and a second merge-able section are sequentially arranged on the target lane from the trigger target of the lane change requirement, and the first non-merge section, the first merge-able section, the second non-merge section and the second merge-able section are all located in front of the unmanned vehicle, judging whether the length of the first merge-able section is smaller than a first preset threshold value through a second judging module 403; if the length of the first merge-able segment is smaller than a first preset threshold, the third determining module 404 determines whether the length of the second merge-able segment is greater than or equal to the first preset threshold; if the length of the second merge-able segment is greater than or equal to a first preset threshold, comparing the length of the second merge-able segment with a second preset threshold by using a first comparison module 405; if the length of the second merge-able segment is less than the second preset threshold, controlling, by the first control module 406, the unmanned vehicle to merge at the target lane at the second merge-able segment at a reduced speed; if the length of the second merge-able road segment is greater than or equal to the second preset threshold, the unmanned vehicle is controlled to have a normal speed through the second control module 407, and the second merge-able road segment is merged into the target lane, so that on one hand, the unmanned vehicle can successfully merge before the trigger target of the lane change requirement, and on the other hand, the merging speed of the unmanned vehicle can be adjusted according to the length of the road segment where the unmanned vehicle merges, so that the driving safety of the unmanned vehicle is further guaranteed.
Example four
Referring to fig. 7, fig. 7 is a schematic hardware structure diagram of an unmanned vehicle according to an embodiment of the present invention. The unmanned vehicle 500 includes: one or more processors 501 and memory 502, one for example in fig. 7.
The processor 501 and the memory 502 may be connected by a bus or other means, and in the embodiment of the present invention, the bus connection is taken as an example.
The memory 502, which is a non-volatile computer-readable storage medium, may be used to store non-volatile software programs, non-volatile computer-executable programs, and modules, such as program instructions/modules (e.g., the various modules shown in fig. 6) corresponding to the method of controlling the vehicle to merge into a target lane in an embodiment of the present invention. The processor 501 executes various functional applications and data processing of the device for controlling the vehicle to merge into the target lane, that is, the method for controlling the vehicle to merge into the target lane, which implements the above-described method embodiments, by running the nonvolatile software program, instructions, and modules stored in the memory 502.
The memory 502 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created from use of a device that controls the vehicle to merge into the target lane, and the like. Further, the memory 502 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some embodiments, memory 502 optionally includes memory located remotely from processor 501, which may be connected to control unmanned vehicle devices via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The one or more modules are stored in the memory 502 and, when executed by the one or more processors 501, perform a method of controlling a vehicle to merge into a target lane in any of the method embodiments described above.
The product can execute the method provided by the embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method. For technical details that are not described in detail in this embodiment, reference may be made to the method provided by the embodiment of the present invention.
Embodiments of the present invention provide a non-transitory computer-readable storage medium storing computer-executable instructions for an unmanned vehicle to perform a method of controlling a vehicle to merge into a target lane in any of the above-described method embodiments.
Embodiments of the present invention provide a computer program product comprising a computer program stored on a non-transitory computer-readable storage medium, the computer program comprising program instructions that, when executed by a computer, cause the computer to perform a method of controlling a vehicle to merge into a target lane in any of the method embodiments described above.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a general hardware platform, and certainly can also be implemented by hardware. It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware related to instructions of a computer program, which can be stored in a computer readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), or the like.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; within the idea of the invention, also technical features in the above embodiments or in different embodiments may be combined, steps may be implemented in any order, and there are many other variations of the different aspects of the invention as described above, which are not provided in detail for the sake of brevity; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.

Claims (3)

1. A method of controlling a vehicle to merge into a target lane for use with an unmanned vehicle, the method comprising:
judging whether the unmanned vehicle has a lane change requirement or not according to a preset running route of the unmanned vehicle;
if yes, acquiring a target lane corresponding to the lane change requirement;
when a first non-merged road section, a first merge-able road section, a second non-merged road section and a second merge-able road section are sequentially arranged on the target lane from a trigger target of the lane change requirement, and the first non-merged road section, the first merge-able road section, the second non-merge-able road section and the second merge-able road section are all located in front of the unmanned vehicle, whether the length of the first merge-able road section is smaller than a first preset threshold value or not is judged;
if the length of the first merge-able road section is smaller than a first preset threshold value, judging whether the length of the second merge-able road section is larger than or equal to the first preset threshold value;
if the length of the second merge-able road section is greater than or equal to a first preset threshold value, comparing the length of the second merge-able road section with a second preset threshold value;
if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed;
if the length of the second merge-able section is greater than or equal to the second preset threshold value, controlling the unmanned vehicle to merge into the target lane at the second merge-able section at a normal speed;
the second non-merged road segment comprises a congested road segment or a solid road segment, and the method further comprises:
if the length of the first merge-able road segment is greater than or equal to a first preset threshold and smaller than a second preset threshold, judging whether the second non-merge-able road segment is the congested road segment or the solid road segment;
if the second non-merge segment is the congested segment, controlling the unmanned vehicle to merge at the target lane at the first merge segment at a reduced speed;
if the second non-merged road segment is the solid line segment, comparing the length of the second merged road segment with a second preset threshold value, wherein the length of the second merged road segment is greater than the first preset threshold value;
if the length of the second merge-able segment is less than the second preset threshold, controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed;
if the length of the second merge-able section is greater than or equal to the second preset threshold, controlling the unmanned vehicle to merge into the target lane on the second merge-able section at a normal speed.
2. An apparatus for controlling a vehicle to merge into a target lane, the apparatus comprising:
the first judgment module is used for judging whether the unmanned vehicle has a lane change requirement or not according to a preset running route of the unmanned vehicle;
the acquisition module is used for acquiring a target lane corresponding to the lane change requirement if the lane change requirement exists;
a second judging module, configured to, when a first non-merge road segment, a first merge-able road segment, a second non-merge road segment, and a second merge-able road segment are sequentially located on the target lane from a trigger target of the lane change request, and the first non-merge road segment, the first merge-able road segment, the second non-merge road segment, and the second merge-able road segment are all located in front of the unmanned vehicle, judge whether a length of the first merge-able road segment is smaller than a first preset threshold;
the third judging module is used for judging whether the length of the second merge-able road section is greater than or equal to a first preset threshold value or not if the length of the first merge-able road section is smaller than the first preset threshold value;
the first comparison module is used for comparing the length of the second merge-able road section with a second preset threshold value if the length of the second merge-able road section is greater than or equal to the first preset threshold value;
a first control module for controlling the unmanned vehicle to merge into the target lane at the second merge-able segment at a reduced speed if the length of the second merge-able segment is less than the second preset threshold;
a second control module, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold;
the second non-merged road segment includes a congested road segment or a solid road segment, and the apparatus further includes:
a fourth determining module, configured to determine that the second non-merge-into road segment is the congested road segment or the solid road segment if the length of the first merge-into road segment is greater than or equal to a first preset threshold and is smaller than a second preset threshold;
a third control module for controlling the unmanned vehicle to slow down and merge into the target lane at the first merge-able segment if the second non-merge segment is the congested segment;
the second comparison module is configured to compare the length of the second merge-able road segment with a second preset threshold if the second non-merge-able road segment is the solid line segment, where the length of the second merge-able road segment is greater than the first preset threshold;
a fourth control module for controlling the unmanned vehicle to merge into the target lane at the first merge-able segment at a reduced speed if the length of the second merge-able segment is less than the second preset threshold;
a fifth control module, configured to control the unmanned vehicle to merge into the target lane on the second merge-able road segment at a normal speed if the length of the second merge-able road segment is greater than or equal to the second preset threshold.
3. An unmanned vehicle, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor, the memory storing instructions executable by the at least one processor to enable the at least one processor to perform the method of claim 1.
CN202110031907.4A 2021-01-11 2021-01-11 Method and device for controlling vehicle to merge into target lane and unmanned vehicle Active CN112693445B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202210179134.9A CN114407899B (en) 2021-01-11 2021-01-11 Method for controlling vehicle to be integrated into target lane
CN202110031907.4A CN112693445B (en) 2021-01-11 2021-01-11 Method and device for controlling vehicle to merge into target lane and unmanned vehicle

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110031907.4A CN112693445B (en) 2021-01-11 2021-01-11 Method and device for controlling vehicle to merge into target lane and unmanned vehicle

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN202210179134.9A Division CN114407899B (en) 2021-01-11 2021-01-11 Method for controlling vehicle to be integrated into target lane

Publications (2)

Publication Number Publication Date
CN112693445A CN112693445A (en) 2021-04-23
CN112693445B true CN112693445B (en) 2022-04-22

Family

ID=75513853

Family Applications (2)

Application Number Title Priority Date Filing Date
CN202110031907.4A Active CN112693445B (en) 2021-01-11 2021-01-11 Method and device for controlling vehicle to merge into target lane and unmanned vehicle
CN202210179134.9A Active CN114407899B (en) 2021-01-11 2021-01-11 Method for controlling vehicle to be integrated into target lane

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN202210179134.9A Active CN114407899B (en) 2021-01-11 2021-01-11 Method for controlling vehicle to be integrated into target lane

Country Status (1)

Country Link
CN (2) CN112693445B (en)

Family Cites Families (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4941059B2 (en) * 2007-04-02 2012-05-30 株式会社豊田中央研究所 Driving assistance device
KR101214474B1 (en) * 2009-09-15 2012-12-24 한국전자통신연구원 Navigation apparatus and driving route information offering method using by it, automatic driving system and its method
JP6241341B2 (en) * 2014-03-20 2017-12-06 アイシン・エィ・ダブリュ株式会社 Automatic driving support device, automatic driving support method and program
JP6319192B2 (en) * 2015-05-29 2018-05-09 トヨタ自動車株式会社 Vehicle speed limiter
JP6787671B2 (en) * 2016-01-14 2020-11-18 株式会社デンソー Merge support device
US10286913B2 (en) * 2016-06-23 2019-05-14 Honda Motor Co., Ltd. System and method for merge assist using vehicular communication
CN106355918B (en) * 2016-09-06 2019-05-17 北京汽车集团有限公司 Control method, the device and system of automatic driving vehicle
CN110087964B (en) * 2017-01-24 2022-05-24 本田技研工业株式会社 Vehicle control system, vehicle control method, and storage medium
CN106828495B (en) * 2017-02-16 2019-05-07 奇瑞汽车股份有限公司 A kind of method and device controlling vehicle driving
CN109496288A (en) * 2017-07-13 2019-03-19 北京嘀嘀无限科技发展有限公司 System and method for determining track
CN107792073B (en) * 2017-09-29 2019-10-25 东软集团股份有限公司 A kind of vehicle lane-changing control method, device and relevant device
CN107817000B (en) * 2017-10-25 2020-09-08 广州汽车集团股份有限公司 Path planning method and device for unmanned vehicle and computer equipment
US10689033B2 (en) * 2018-03-27 2020-06-23 Subaru Corporation Vehicle driving assist apparatus
CN108955707A (en) * 2018-05-21 2018-12-07 深圳市沃特沃德股份有限公司 Congestion road conditions choosing lane method and navigation terminal, server
CN109017785B (en) * 2018-08-09 2020-06-26 北京智行者科技有限公司 Vehicle lane-changing driving method
CN109017788B (en) * 2018-08-09 2021-02-12 北京智行者科技有限公司 Lane changing control method
JP6784734B2 (en) * 2018-08-31 2020-11-11 株式会社Subaru Automatic driving support device
CN109649393B (en) * 2018-11-30 2021-03-16 福瑞泰克智能系统有限公司 Path planning method and device for automatically driving lane change
US11623644B2 (en) * 2018-12-07 2023-04-11 Hyundai Motor Company Apparatus and method for controlling vehicle based on cut-in prediction in junction section
DE102018221860A1 (en) * 2018-12-17 2020-07-02 Volkswagen Aktiengesellschaft Procedure and assistance system for preparing and / or performing a lane change
CN110614993B (en) * 2018-12-29 2020-10-30 长城汽车股份有限公司 Lane changing method and system of automatic driving vehicle and vehicle
CN109739246B (en) * 2019-02-19 2022-10-11 阿波罗智能技术(北京)有限公司 Decision-making method, device, equipment and storage medium in lane changing process
CN115097832A (en) * 2019-02-25 2022-09-23 广州文远知行科技有限公司 Vehicle lane changing method, device, equipment and storage medium
CN109903576A (en) * 2019-04-22 2019-06-18 爱驰汽车有限公司 Vehicle lane change based reminding method, system, equipment and storage medium based on navigation
CN110103969B (en) * 2019-05-16 2020-11-13 广州小鹏汽车科技有限公司 Vehicle control method, device and system and vehicle
JP7316542B2 (en) * 2019-05-21 2023-07-28 スズキ株式会社 Vehicle running control device
JP7303667B2 (en) * 2019-05-31 2023-07-05 株式会社Subaru Automated driving support device
CN110763246A (en) * 2019-08-06 2020-02-07 中国第一汽车股份有限公司 Automatic driving vehicle path planning method and device, vehicle and storage medium
CN110400481A (en) * 2019-08-29 2019-11-01 深圳成谷科技有限公司 A kind of highway automatic Pilot lane grade management-control method and device
CN111959507A (en) * 2020-07-06 2020-11-20 江铃汽车股份有限公司 Lane changing control method and system, readable storage medium and vehicle

Also Published As

Publication number Publication date
CN114407899A (en) 2022-04-29
CN112693445A (en) 2021-04-23
CN114407899B (en) 2023-06-09

Similar Documents

Publication Publication Date Title
KR102324154B1 (en) Lane changing method, device for driverless vehicle and computer-readable storage medium
EP3444159B1 (en) Multi-modal switching on a collision mitigation system
US8519625B2 (en) Light quantity control apparatus and storage medium
CN112693465B (en) Method and device for controlling lane change of vehicle and unmanned vehicle
JP2017056880A (en) Driving support device for performing support according to driver's characteristic
CN111694362B (en) Driving path planning method and device, storage medium and electronic equipment
CN111373457A (en) Vehicle control device, vehicle, and vehicle control method
CN113703436A (en) Parallel barrier buffer system for path planning
CN110503832B (en) Instruction processing method, device, equipment and medium based on intelligent traffic system
CN112874503B (en) Method and device for controlling unmanned vehicle and unmanned vehicle
CA2983172C (en) Vehicle guidance device and vehicle guidance method
CN112874524B (en) Method and device for driving vehicle and unmanned vehicle
CN112693445B (en) Method and device for controlling vehicle to merge into target lane and unmanned vehicle
CN112874535B (en) Method and device for merging lanes according to traffic lights and unmanned vehicle
US20230091505A1 (en) Parking assistance device, parking assistance method, and computer program product
CN112141099A (en) Vehicle control method, vehicle control device, computer equipment and storage medium
CN116583451A (en) Method for controlling an automated driving operation of a vehicle
CN117261908A (en) Object of interest selection on road ramp

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