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CN112530201B - Method and device for selecting right switching lane gap of intelligent vehicle intersection - Google Patents

Method and device for selecting right switching lane gap of intelligent vehicle intersection Download PDF

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CN112530201B
CN112530201B CN202011283823.1A CN202011283823A CN112530201B CN 112530201 B CN112530201 B CN 112530201B CN 202011283823 A CN202011283823 A CN 202011283823A CN 112530201 B CN112530201 B CN 112530201B
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vehicle
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target vehicle
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董长印
王昊
刘晓瀚
阮天承
王雷震
巴贝尔
彭显玥
李昌泽
刘雍翡
陈�全
卢云雪
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Southeast University
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Abstract

本发明公开了一种智能车交叉口右转换道间隙选择方法及装置,包括步骤为:获取目标车辆换道微观信息;计算目标车辆换道压力系数;计算允许目标车辆换入目标车道的临界安全换道间隙;计算目标车道内实际换道间隙;判断换道时机;目标车辆按照建议加速度进行减速,以等待满足安全换道条件的换道时机;重复上述步骤,直至目标车辆满足安全换道条件,切换进入目标车道。本发明综合考虑换道车辆前后方车辆、目标车道内前后车以及交叉口几何特征对车辆换道行为产生的作用影响,确定更为精确的换道时机点,并给出建议加速度,进而为智能车在交叉口的右转换道行为提供合理的判断和决策依据,为交叉口内车辆的安全高效运行提供保障。

Figure 202011283823

The invention discloses a method and a device for selecting a right-change lane clearance at an intersection of an intelligent vehicle, comprising the steps of: acquiring the lane-changing microscopic information of the target vehicle; calculating the pressure coefficient of the target vehicle's lane-changing; calculating the critical safety factor for allowing the target vehicle to change into the target lane Lane change clearance; calculate the actual lane change clearance in the target lane; determine the lane change timing; the target vehicle decelerates according to the recommended acceleration to wait for the lane change timing that meets the safe lane change conditions; repeat the above steps until the target vehicle meets the safe lane change conditions , switch to the target lane. The present invention comprehensively considers the effect of the vehicle in front of and behind the lane-changing vehicle, the front and rear vehicles in the target lane, and the geometric characteristics of the intersection on the lane-changing behavior of the vehicle, determines a more accurate lane-changing timing point, and provides a suggested acceleration, thereby providing intelligent The right-changing lane behavior of vehicles at the intersection provides a reasonable basis for judgment and decision-making, and guarantees the safe and efficient operation of vehicles in the intersection.

Figure 202011283823

Description

一种智能车交叉口右转换道间隙选择方法及装置A method and device for selecting the clearance of the right transfer lane at the intersection of an intelligent vehicle

技术领域technical field

本发明涉及智能交通控制领域,特别是一种智能车交叉口右转换道间隙选择方法及装置。The invention relates to the field of intelligent traffic control, in particular to a method and a device for selecting a gap of a right transfer lane at an intelligent vehicle intersection.

背景技术Background technique

随着计算机算力实现质得飞跃、5G技术的惊艳面世,借助众多精准的车载传感器,车辆在行驶过程中已经可以获取准确的行驶状态数据,并可以与其他车辆实现互联互通,获取全方位多层次的数据。因此,充分正确合理地挖掘和使用这些数据,能够极大地提高交通系统的通行能力,并保证车辆能在一个稳定安全的环境下运行。With the leap in computer computing power and the amazing launch of 5G technology, with the help of many accurate on-board sensors, vehicles can already obtain accurate driving status data during driving, and can achieve interconnection with other vehicles. hierarchical data. Therefore, fully, correctly and reasonably mining and using these data can greatly improve the traffic capacity of the traffic system and ensure that vehicles can operate in a stable and safe environment.

车辆的行驶行为主要可分为纵向跟驰行为和横向换道行为,跟驰行为主要考虑本车道前车行为对车辆加速度进行控制,换道行为主要考虑邻近车道的车辆行驶状态找寻空隙进行穿插。已有研究中,中国专利CN201910333606.X以车辆为坐标原点建立坐标系划分栅格单元,提出目标车辆换道轨迹预测模型,并基于动能损失划分换道风险等级;中国专利CN201911119091.X根据车头时距确定有无换道动机以及目标车道,构建基于车头时距的logistic车辆换道模型;中国专利CN201810561731.1根据前后车间距作为跟驰控速安全判断依据,考虑不同车距下车辆跟驰状态的差异,提出不同交通流状态下临界安全车头时距的计算方法。总体来说,现有研究偏向于对车辆在路段中的驾驶行为进行研究,鲜有对车辆在交叉口的跟驰和变道行为进行研究,并且现有研究大都着眼于跟驰或换道行为两者中的某一点,少有研究能将两者综合在一个场景中进行研究。The driving behavior of the vehicle can be divided into longitudinal following behavior and lateral lane changing behavior. The car following behavior mainly considers the behavior of the preceding vehicle in the lane to control the acceleration of the vehicle, and the lane changing behavior mainly considers the driving state of the vehicle in the adjacent lane to find gaps and interspersed. In the existing research, Chinese patent CN201910333606.X uses the vehicle as the coordinate origin to establish a coordinate system to divide grid cells, proposes a lane-changing trajectory prediction model for the target vehicle, and divides the risk level of lane-changing based on kinetic energy loss; Chinese patent CN201911119091.X The distance determines whether there is a lane-changing motive and the target lane, and constructs a logistic vehicle lane-changing model based on the head-to-head distance; Chinese patent CN201810561731.1 uses the distance between the front and rear vehicles as the basis for the safety judgment of speed-following and speed control, and considers the vehicle-following state under different vehicle distances. The calculation method of critical safety headway under different traffic flow conditions is proposed. Generally speaking, the existing researches tend to study the driving behavior of vehicles in the road section, and there are few studies on the vehicle following and lane changing behaviors at intersections, and most of the existing studies focus on the car following or lane changing behaviors. At a certain point in the two, few studies can combine the two in one scenario.

发明内容SUMMARY OF THE INVENTION

本发明要解决的技术问题是针对上述现有技术的不足,而提供一种智能车交叉口右转换道间隙选择方法及装置,该智能车交叉口右转换道间隙选择方法及装置以目标车辆、目标车辆前后车辆、目标车道内跟随车辆和前导车辆的速度、位置以及交叉口的几何特征为基本信息,考虑目标车辆后方车辆与前方最晚变道点之间的博弈计算换道压力系数、跟驰压力系数,从而进一步计算目标车辆和目标车道内跟随车辆的临界安全间隙、目标车辆在等待换道过程中采用的建议加速度,为驾驶员或智能车在交叉口的右转换道行为提供了科学的决策依据,提高车辆在交叉口的运行效率。The technical problem to be solved by the present invention is aimed at the deficiencies of the above-mentioned prior art, and provides a method and device for selecting the clearance of the right change lane at an intelligent vehicle intersection. The speed and position of the vehicles before and after the target vehicle, the following and leading vehicles in the target lane, and the geometric characteristics of the intersection are the basic information. It can further calculate the critical safety gap of the target vehicle and the following vehicle in the target lane, and the recommended acceleration adopted by the target vehicle during the waiting lane change process, which provides a scientific basis for the driver or smart car's right-changing lane behavior at the intersection. decision-making basis to improve the operating efficiency of vehicles at intersections.

为解决上述技术问题,本发明采用的技术方案是:In order to solve the above-mentioned technical problems, the technical scheme adopted in the present invention is:

一种智能车交叉口右转换道间隙选择方法,包括如下步骤。A method for selecting a right transition lane clearance at an intersection of an intelligent vehicle includes the following steps.

步骤1、获取目标车辆换道微观信息:通过感知整个交通系统的运行状态,获取目标车辆换道微观信息;目标车辆换道微观信息包括目标车辆的位置、速度数据,目标车辆前导车辆的位置、速度数据,目标车道内前导车辆和目标车道内跟随车辆的位置数据、速度数据,目标车辆后方车辆排队长度,目标车辆与前方排队车辆队尾的距离,目标车辆与交叉口进口道禁止变道实线起始点距离。Step 1. Obtain the lane-changing micro-information of the target vehicle: obtain the lane-changing micro-information of the target vehicle by perceiving the operating state of the entire traffic system; the lane-changing micro-information of the target vehicle includes the position and speed data of the target vehicle, the position, Speed data, the position data and speed data of the leading vehicle in the target lane and the following vehicle in the target lane, the queue length of the vehicles behind the target vehicle, the distance between the target vehicle and the rear of the queue of vehicles in front of the target vehicle, and the prohibition of changing lanes between the target vehicle and the entrance of the intersection. The distance from the starting point of the line.

步骤2、计算目标车辆换道压力系数k1:采用如下公式,计算目标车辆换道压力系数;Step 2. Calculate the lane-changing pressure coefficient k 1 of the target vehicle: use the following formula to calculate the lane-changing pressure coefficient of the target vehicle;

Figure BDA0002781663600000021
Figure BDA0002781663600000021

L1'=max(L1,e) (2)L 1 '=max(L 1 ,e) (2)

L4'=max(L4,e) (3)L 4 '=max(L 4 ,e) (3)

L4=min(L2,L3) (4)L 4 =min(L 2 ,L 3 ) (4)

其中,L1表示目标车辆所在车道后方车辆的排队长度;L2表示目标车辆与排队前方车辆队尾的距离;L3表示目标车辆与交叉口进口道禁止变道实线起始点的距离;L4为L2和L3两者中的最小值;α1表示后车对目标车辆压力影响的权重系数;α2表示前车对目标车辆压力影响的权重系数;e为自然常数。Among them, L 1 represents the queuing length of the vehicle behind the lane where the target vehicle is located; L 2 represents the distance between the target vehicle and the tail of the vehicle in front of the queue; L 3 represents the distance between the target vehicle and the starting point of the solid line where the lane change is prohibited at the entrance of the intersection; L 4 is the minimum value of L 2 and L 3 ; α 1 represents the weight coefficient of the influence of the following vehicle on the target vehicle pressure; α 2 represents the weight coefficient of the influence of the preceding vehicle on the target vehicle pressure; e is a natural constant.

步骤3、计算允许目标车辆换入目标车道的临界安全换道间隙Lg:将步骤2计算的目标车辆换道压力系数k1,代入如下公式(5),计算得到允许目标车辆换入目标车道的临界安全换道间隙Lg;其中,公式(5)的表达式为:Step 3. Calculate the critical safe lane-changing gap L g that allows the target vehicle to change into the target lane: Substitute the target vehicle's lane-changing pressure coefficient k 1 calculated in step 2 into the following formula (5), and calculate to allow the target vehicle to change into the target lane. The critical safe lane-changing gap L g ; where, the expression of formula (5) is:

Lg=k1·[10+(vf-vl)·△t]+Lveh (5)L g =k 1 ·[10+(v f -v l )·Δt]+L veh (5)

其中,vf为目标车道内跟随车辆的速度;vl为目标车道内前导车辆的速度;△t是与交叉口道路环境和驾驶员驾驶特性相关的单位时间步长;Lveh为目标车辆长度。Among them, v f is the speed of the following vehicle in the target lane; v l is the speed of the leading vehicle in the target lane; Δt is the unit time step related to the road environment at the intersection and the driving characteristics of the driver; L veh is the length of the target vehicle .

步骤4、计算目标车道内实际换道间隙Ls:根据步骤1中获取的目标车道内前导车辆的位置数据和目标车道内跟随车辆的位置数据,计算得出目标车道内实际换道间隙Ls;其中,目标车道内实际换道间隙Ls为目标车道内前导车辆和目标车道内跟随车辆之间沿行进方向的距离差值。Step 4. Calculate the actual lane-changing gap L s in the target lane: According to the position data of the leading vehicle in the target lane and the position data of the following vehicle in the target lane obtained in step 1, calculate the actual lane-changing gap L s in the target lane ; wherein, the actual lane-changing gap L s in the target lane is the distance difference along the traveling direction between the leading vehicle in the target lane and the following vehicle in the target lane.

步骤5、判断换道时机:将步骤3计算的临界安全换道间隙Lg和步骤4计算的目标车道内实际换道间隙Ls相比较;当Ls≥Lg时,则满足目标车辆安全换道条件,目标车辆切换进入右侧的目标车道;当Ls<Lg时,则不满足目标车辆安全换道条件,进入步骤6。Step 5. Judging the timing of changing lanes: compare the critical safe lane-changing gap L g calculated in step 3 with the actual lane-changing gap L s in the target lane calculated in step 4; when L s ≥ L g , the target vehicle safety is satisfied. In the lane changing condition, the target vehicle switches to the right target lane; when L s < L g , the safe lane changing condition for the target vehicle is not satisfied, and the process goes to step 6 .

步骤6、减速、等待安全换道时机:目标车辆按照建议加速度a进行减速,以等待满足安全换道条件的换道时机;其中,建议加速度a的计算方法,包括如下步骤:Step 6. Decelerate and wait for the safe lane-changing opportunity: the target vehicle decelerates according to the recommended acceleration a to wait for the lane-changing opportunity that satisfies the safe lane-changing conditions; among them, the calculation method of the suggested acceleration a includes the following steps:

步骤61、计算目标车辆的跟驰加速度a0,具体计算公式如下:Step 61: Calculate the following acceleration a 0 of the target vehicle. The specific calculation formula is as follows:

a0=0.2·(△x-vs·th)+0.6·△v (6)a 0 =0.2·(△xv s · th )+0.6·△v (6)

△x=xls-xs-Lveh (7)△x=x ls -x s -L veh (7)

△v=vls-vs (8)△v=v ls -v s (8)

Figure BDA0002781663600000031
Figure BDA0002781663600000031

其中,△x为目标车与前导车的车间距离;xls为目标车前导车的车头所在位置;xs为目标车的车头所在位置;Lveh为目标车前导车的车长;△v为目标车与前导车的速度差,vls为目标车前导车的瞬时速度;vs为目标车的瞬时速度;vmax为路段交叉口进口道的限制速度;th为目标车辆的启动时间。Among them, △ x is the vehicle-to-vehicle distance between the target car and the leading car; xls is the position of the front of the target car; xs is the position of the front of the target car; L veh is the length of the leading car of the target car; △v is the position of the front of the target car; The speed difference between the target car and the leading car, v ls is the instantaneous speed of the leading car of the target car; v s is the instantaneous speed of the target car; v max is the speed limit at the entrance of the road intersection; th h is the starting time of the target vehicle.

步骤62、计算目标车辆的跟驰压力系数k2:根据步骤61计算的目标车辆的跟驰加速度a0,计算目标车辆的跟驰压力系数k2,具体计算公式如下:Step 62: Calculate the following pressure coefficient k 2 of the target vehicle: According to the following acceleration a 0 of the target vehicle calculated in step 61, calculate the following pressure coefficient k 2 of the target vehicle. The specific calculation formula is as follows:

Figure BDA0002781663600000032
Figure BDA0002781663600000032

L1'=max(L1,e)L 1 '=max(L 1 ,e)

L4'=max(L4,e)L 4 '=max(L 4 ,e)

步骤63、计算建议加速度a,具体计算公式如下:Step 63: Calculate the recommended acceleration a, and the specific calculation formula is as follows:

a=k2·a0 (11)a=k 2 ·a 0 (11)

步骤7、重复步骤1至步骤6,直至目标车辆满足安全换道条件,目标车辆切换进入右侧的目标车道。Step 7: Repeat steps 1 to 6 until the target vehicle satisfies the safe lane changing conditions, and the target vehicle switches into the target lane on the right.

步骤2中,α1、α2分别取值0.5和0.6;步骤3中,△t取值1秒。In step 2, α 1 and α 2 are respectively 0.5 and 0.6; in step 3, Δt is 1 second.

一种智能车交叉口右转换道间隙选择装置,包括智能车状态感知模块、数据存储模块、换道压力系数计算模块、临界安全换道间隙计算模块、目标车辆跟驰加速度计算模块、目标车辆跟驰压力系数和建议加速度计算模块和目标车辆右转换道时机确认模块。其中,A device for selecting a right-change lane clearance at a smart vehicle intersection, comprising a smart vehicle state perception module, a data storage module, a lane-change pressure coefficient calculation module, a critical safe lane-change clearance calculation module, a target vehicle following acceleration calculation module, and a target vehicle tracking module. The galloping pressure coefficient and suggested acceleration calculation module and the target vehicle right-change lane timing confirmation module. in,

智能车状态感知模块,用于感知整个交通系统的运行状态,获取目标车辆换道微观信息。The intelligent vehicle state perception module is used to perceive the running state of the entire traffic system and obtain the micro-information about the lane change of the target vehicle.

数据存储模块,用于存储历史和实时换道数据。Data storage module for storing historical and real-time lane change data.

换道压力系数计算模块,用于计算目标车辆换道压力系数。The lane change pressure coefficient calculation module is used to calculate the lane change pressure coefficient of the target vehicle.

临界安全换道间隙计算模块,用于计算允许目标车辆换入目标车道的临界安全换道间隙。The critical safe lane change clearance calculation module is used to calculate the critical safe lane change clearance that allows the target vehicle to change into the target lane.

目标车辆跟驰加速度计算模块,用于计算目标车辆的跟驰加速度。The target vehicle car following acceleration calculation module is used to calculate the car following acceleration of the target vehicle.

目标车辆跟驰压力系数和建议加速度计算模块,用于计算目标车辆跟驰压力系数和目标车辆在等待换道过程中采用的建议加速度。The target vehicle following pressure coefficient and suggested acceleration calculation module is used to calculate the target vehicle following pressure coefficient and the suggested acceleration adopted by the target vehicle during the waiting lane change process.

目标车辆右转换道时机确认模块,用于监控目标车道上前导车辆和跟随车辆间隙是否超过临界安全换道间隙,确定安全换道时机。The timing confirmation module for the right lane change of the target vehicle is used to monitor whether the gap between the leading vehicle and the following vehicle on the target lane exceeds the critical safe lane change clearance, and to determine the safe lane change timing.

智能车状态感知模块包括目标车状态自感知单元、目标车前后车辆状态感知单元、目标车道内前导车辆和跟随车辆的感知单元、以及交叉口几何位置信息的感知单元。其中,The intelligent vehicle state perception module includes a target vehicle state self-perception unit, a front and rear vehicle state perception unit of the target vehicle, a perception unit of a leading vehicle and a following vehicle in the target lane, and a perception unit of the geometrical position information of the intersection. in,

目标车状态自感知单元用于获取目标车辆的速度、位置数据。The target vehicle state self-perception unit is used to acquire the speed and position data of the target vehicle.

目标车前后车辆状态感知单元用于获取目标车辆前后车辆的速度、位置数据。The vehicle state perception unit before and after the target vehicle is used to obtain the speed and position data of the vehicles before and after the target vehicle.

目标车道内前导车辆和跟随车辆的感知单元用于获取目标车道内前导车辆以及跟随车辆的速度、位置数据。The perception units of the leading vehicle and the following vehicle in the target lane are used to acquire speed and position data of the leading vehicle and the following vehicle in the target lane.

交叉口几何位置信息的感知单元用于获取交叉口几何特征数据。The sensing unit of the geometrical position information of the intersection is used to obtain the geometrical feature data of the intersection.

本发明具有如下有益效果:The present invention has the following beneficial effects:

1、本发明基于智能交通系统储存的信息库和车辆的实时感知系统,根据目标车辆、目标车辆前后车辆、目标车道内前导车辆和跟随车辆的速度、位置信息以及交叉口的几何特征信息,考虑目标车辆后方车辆与前方最晚变道点之间的距离博弈关系计算换道压力系数、跟驰压力系数,从而进一步计算目标车辆和目标车道内跟随车辆的临界安全间隙、目标车辆在等待换道过程中采用的建议加速度,以此为依据,智能车采取建议加速度等待出现合适换道间隙。1. The present invention is based on the information database stored in the intelligent transportation system and the real-time perception system of the vehicle. According to the speed and position information of the target vehicle, the vehicles before and after the target vehicle, the leading vehicle and the following vehicle in the target lane, and the geometric feature information of the intersection, consider The distance game relationship between the vehicle behind the target vehicle and the latest lane-changing point ahead is used to calculate the lane-changing pressure coefficient and the car-following pressure coefficient, so as to further calculate the critical safety gap between the target vehicle and the following vehicle in the target lane, and the target vehicle is waiting to change lanes. The recommended acceleration used in the process, based on this, the smart car adopts the recommended acceleration and waits for a suitable lane change gap.

2、本发明综合考虑交叉口环境下换道车辆前后方车辆对它换道行为产生的压力、换道车辆与目标车道内前后车的相互作用,换道车辆在等待换道过程中的驾驶行为更加精确,换道间隙选择更加科学精准,进而为驾驶员或智能车在交叉口的驾驶行为提供更科学合理的判断和决策依据,保障车辆在交叉口安全、高效运行。2. The present invention comprehensively considers the pressure generated by the vehicles in front of and behind the lane-changing vehicle on its lane-changing behavior in the intersection environment, the interaction between the lane-changing vehicle and the front and rear vehicles in the target lane, and the driving behavior of the lane-changing vehicle in the process of waiting for a lane change. It is more accurate, and the choice of lane-changing gap is more scientific and accurate, thereby providing a more scientific and reasonable judgment and decision-making basis for the driving behavior of drivers or smart cars at the intersection, and ensuring the safe and efficient operation of vehicles at the intersection.

附图说明Description of drawings

图1显示了本发明一种智能车交叉口右转换道间隙选择方法的流程图。FIG. 1 shows a flow chart of a method for selecting a gap of a right transfer lane at an intersection of an intelligent vehicle according to the present invention.

图2显示了本发明实施例的车辆换道压力系数、车辆跟驰压力系数计算示意图。FIG. 2 shows a schematic diagram of calculating the vehicle lane changing pressure coefficient and the vehicle following pressure coefficient according to an embodiment of the present invention.

图3显示了本发明实施例的目标车辆临界安全换道间隙计算示意图。FIG. 3 shows a schematic diagram of calculating a critical safe lane change clearance for a target vehicle according to an embodiment of the present invention.

图4显示了本发明实施例的目标车辆初始加速度计算示意图。FIG. 4 shows a schematic diagram of the initial acceleration calculation of the target vehicle according to the embodiment of the present invention.

图5显示了本发明实施例的目标车辆跟驰压力系数和建议加速度计算示意图。FIG. 5 shows a schematic diagram of calculation of the target vehicle following pressure coefficient and suggested acceleration according to an embodiment of the present invention.

图6显示了本发明一种智能车交叉口右转换道间隙选择装置的结构示意图。FIG. 6 shows a schematic diagram of the structure of a device for selecting a clearance for a right transfer lane at a smart vehicle intersection according to the present invention.

具体实施方式Detailed ways

下面结合附图和具体较佳实施方式对本发明作进一步详细的说明。The present invention will be described in further detail below with reference to the accompanying drawings and specific preferred embodiments.

本发明的描述中,需要理解的是,术语“左侧”、“右侧”、“上部”、“下部”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,“第一”、“第二”等并不表示零部件的重要程度,因此不能理解为对本发明的限制。本实施例中采用的具体尺寸只是为了举例说明技术方案,并不限制本发明的保护范围。In the description of the present invention, it should be understood that the orientation or positional relationship indicated by the terms "left side", "right side", "upper", "lower part", etc. are based on the orientation or positional relationship shown in the drawings, only For the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a particular orientation, be constructed and operate in a particular orientation, "first", "second", etc. importance, and therefore should not be construed as a limitation to the present invention. The specific dimensions used in this embodiment are only for illustrating the technical solution, and do not limit the protection scope of the present invention.

如图6所述。一种智能车交叉口右转换道间隙选择装置,包括智能车状态感知模块、数据存储模块、换道压力系数计算模块、临界安全换道间隙计算模块、目标车辆跟驰加速度计算模块、目标车辆跟驰压力系数和建议加速度计算模块和目标车辆右转换道时机确认模块。其中,As shown in Figure 6. A device for selecting a right-change lane clearance at a smart vehicle intersection, comprising a smart vehicle state perception module, a data storage module, a lane-change pressure coefficient calculation module, a critical safe lane-change clearance calculation module, a target vehicle following acceleration calculation module, and a target vehicle tracking module. The galloping pressure coefficient and suggested acceleration calculation module and the target vehicle right-change lane timing confirmation module. in,

智能车状态感知模块,用于感知整个交通系统的运行状态,获取目标车辆换道微观信息。The intelligent vehicle state perception module is used to perceive the running state of the entire traffic system and obtain the micro-information about the lane change of the target vehicle.

上述智能车状态感知模块优选包括目标车状态自感知单元、目标车前后车辆状态感知单元、目标车道内前导车辆和跟随车辆的感知单元、以及交叉口几何位置信息的感知单元。The above-mentioned intelligent vehicle state sensing module preferably includes a target vehicle state self-sensing unit, a vehicle state sensing unit before and after the target vehicle, a sensing unit for a leading vehicle and a following vehicle in the target lane, and a sensing unit for intersection geometric position information.

目标车状态自感知单元用于获取目标车辆的速度、位置数据。The target vehicle state self-perception unit is used to obtain the speed and position data of the target vehicle.

目标车前后车辆状态感知单元用于获取目标车辆前后车辆的速度、位置数据。The vehicle state perception unit before and after the target vehicle is used to obtain the speed and position data of the vehicles before and after the target vehicle.

目标车道内前导车辆和跟随车辆的感知单元用于获取目标车道内前导车辆以及跟随车辆的速度、位置数据。The perception units of the leading vehicle and the following vehicle in the target lane are used to acquire speed and position data of the leading vehicle and the following vehicle in the target lane.

交叉口几何位置信息的感知单元用于获取交叉口几何特征数据。The sensing unit of the geometrical position information of the intersection is used to obtain the geometrical feature data of the intersection.

数据存储模块,优选包括历史数据单元和实时数据单元,分别用于存储历史和实时换道数据。The data storage module preferably includes a historical data unit and a real-time data unit for storing historical and real-time lane changing data, respectively.

换道压力系数计算模块,用于计算目标车辆换道压力系数。The lane change pressure coefficient calculation module is used to calculate the lane change pressure coefficient of the target vehicle.

临界安全换道间隙计算模块,用于计算允许目标车辆换入目标车道的临界安全换道间隙。The critical safe lane change clearance calculation module is used to calculate the critical safe lane change clearance that allows the target vehicle to change into the target lane.

目标车辆跟驰加速度计算模块,用于计算目标车辆的跟驰加速度。The target vehicle car following acceleration calculation module is used to calculate the car following acceleration of the target vehicle.

目标车辆跟驰压力系数和建议加速度计算模块,用于计算目标车辆跟驰压力系数和目标车辆在等待换道过程中采用的建议加速度。The target vehicle following pressure coefficient and suggested acceleration calculation module is used to calculate the target vehicle following pressure coefficient and the suggested acceleration adopted by the target vehicle during the waiting lane change process.

目标车辆右转换道时机确认模块,用于监控目标车道上前导车辆和跟随车辆间隙是否超过临界安全换道间隙,确定安全换道时机。The timing confirmation module for the right lane change of the target vehicle is used to monitor whether the gap between the leading vehicle and the following vehicle on the target lane exceeds the critical safe lane change clearance, and to determine the safe lane change timing.

如图1所示,一种智能车交叉口右转换道间隙选择方法,包括如下步骤。As shown in FIG. 1 , a method for selecting a gap of a right transfer lane at an intersection of an intelligent vehicle includes the following steps.

步骤1、获取目标车辆换道微观信息:通过感知整个交通系统的运行状态,获取目标车辆换道微观信息。目标车辆换道微观信息包括目标车辆的位置、速度数据,目标车辆前导车辆的位置、速度数据,目标车道内前导车辆和目标车道内跟随车辆的位置数据、速度数据,目标车辆后方车辆排队长度,目标车辆与前方排队车辆队尾的距离,目标车辆与交叉口进口道禁止变道实线起始点距离。Step 1. Obtain the lane-changing micro-information of the target vehicle: obtain the lane-changing micro-information of the target vehicle by perceiving the running state of the entire traffic system. The lane-changing micro-information of the target vehicle includes the position and speed data of the target vehicle, the position and speed data of the leading vehicle of the target vehicle, the position data and speed data of the leading vehicle in the target lane and the following vehicle in the target lane, the queue length of the vehicles behind the target vehicle, The distance between the target vehicle and the rear of the queue of vehicles in front, and the distance between the target vehicle and the starting point of the solid line where the lane change is prohibited at the entrance of the intersection.

步骤2、计算目标车辆换道压力系数k1:采用如下公式,计算目标车辆换道压力系数;Step 2. Calculate the lane-changing pressure coefficient k 1 of the target vehicle: use the following formula to calculate the lane-changing pressure coefficient of the target vehicle;

Figure BDA0002781663600000061
Figure BDA0002781663600000061

L1'=max(L1,e) (2)L 1 '=max(L 1 ,e) (2)

L4'=max(L4,e) (3)L 4 '=max(L 4 ,e) (3)

L4=min(L2,L3) (4)L 4 =min(L 2 ,L 3 ) (4)

其中,L1表示目标车辆所在车道后方车辆的排队长度。L2表示目标车辆与排队前方车辆队尾的距离。L3表示目标车辆与交叉口进口道禁止变道实线起始点的距离。L4为L2和L3两者中的最小值。α1表示后车对目标车辆压力影响的权重系数,优选取值0.5。α2表示前车对目标车辆压力影响的权重系数,优选取值0.6;e为自然常数。Among them, L 1 represents the queue length of vehicles behind the lane where the target vehicle is located. L 2 represents the distance between the target vehicle and the tail of the vehicle ahead of the queue. L3 represents the distance between the target vehicle and the starting point of the solid line where the lane change is prohibited at the entrance of the intersection. L4 is the minimum value of both L2 and L3 . α 1 represents the weight coefficient of the influence of the rear vehicle on the pressure of the target vehicle, preferably 0.5. α 2 represents the weight coefficient of the influence of the preceding vehicle on the pressure of the target vehicle, preferably 0.6; e is a natural constant.

步骤3、计算允许目标车辆换入目标车道的临界安全换道间隙Lg:将步骤2计算的目标车辆换道压力系数k1,代入如下公式(5),计算得到允许目标车辆换入目标车道的临界安全换道间隙Lg。其中,公式(5)的表达式为:Step 3. Calculate the critical safe lane-changing gap L g that allows the target vehicle to change into the target lane: Substitute the target vehicle's lane-changing pressure coefficient k 1 calculated in step 2 into the following formula (5), and calculate to allow the target vehicle to change into the target lane. The critical safe lane change clearance L g . Among them, the expression of formula (5) is:

Lg=k1·[10+(vf-vl)·△t]+Lveh (5)L g =k 1 ·[10+(v f -v l )·Δt]+L veh (5)

其中,vf为目标车道内跟随车辆的速度。vl为目标车道内前导车辆的速度。△t是与交叉口道路环境和驾驶员驾驶特性相关的单位时间步长,优选取值1秒。Lveh为目标车辆长度。Among them, v f is the speed of the following vehicle in the target lane. v l is the speed of the leading vehicle in the target lane. Δt is the unit time step related to the road environment of the intersection and the driving characteristics of the driver, preferably 1 second. L veh is the target vehicle length.

步骤4、计算目标车道内实际换道间隙Ls:根据步骤1中获取的目标车道内前导车辆的位置数据和目标车道内跟随车辆的位置数据,计算得出目标车道内实际换道间隙Ls。其中,目标车道内实际换道间隙Ls为目标车道内前导车辆和目标车道内跟随车辆之间沿行进方向的距离差值。Step 4. Calculate the actual lane-changing gap L s in the target lane: According to the position data of the leading vehicle in the target lane and the position data of the following vehicle in the target lane obtained in step 1, calculate the actual lane-changing gap L s in the target lane . Wherein, the actual lane change gap L s in the target lane is the distance difference along the traveling direction between the leading vehicle in the target lane and the following vehicle in the target lane.

步骤5、判断换道时机:将步骤3计算的临界安全换道间隙Lg和步骤4计算的目标车道内实际换道间隙Ls相比较。当Ls≥Lg时,则满足目标车辆安全换道条件,目标车辆切换进入右侧的目标车道。当Ls<Lg时,则不满足目标车辆安全换道条件,进入步骤6。Step 5. Determine the lane-changing timing: compare the critical safe lane-changing gap L g calculated in step 3 with the actual lane-changing gap L s in the target lane calculated in step 4 . When L s ≥ L g , the condition of the target vehicle for safe lane change is satisfied, and the target vehicle switches to the right target lane. When L s < L g , the safe lane change condition of the target vehicle is not satisfied, and the process proceeds to step 6 .

步骤6、减速、等待安全换道时机:目标车辆按照建议加速度a进行减速,以等待满足安全换道条件的换道时机。其中,建议加速度a的计算方法,包括如下步骤。Step 6. Decelerate and wait for a safe lane-changing opportunity: the target vehicle decelerates according to the recommended acceleration a to wait for a lane-changing opportunity that satisfies the safe lane-changing conditions. Among them, the calculation method of the acceleration a is proposed, including the following steps.

步骤61、计算目标车辆的跟驰加速度a0,具体计算公式如下:Step 61: Calculate the following acceleration a 0 of the target vehicle. The specific calculation formula is as follows:

a0=0.2·(△x-vs·th)+0.6·△v (6)a 0 =0.2·(△xv s · th )+0.6·△v (6)

△x=xls-xs-Lveh (7)△x=x ls -x s -L veh (7)

△v=vls-vs (8)△v=v ls -v s (8)

Figure BDA0002781663600000071
Figure BDA0002781663600000071

其中,△x为目标车与前导车的车间距离;xls为目标车前导车的车头所在位置;xs为目标车的车头所在位置;Lveh为目标车前导车的车长;△v为目标车与前导车的速度差,vls为目标车前导车的瞬时速度;vs为目标车的瞬时速度;vmax为路段交叉口进口道的限制速度;th为目标车辆的启动时间。Among them, △ x is the vehicle-to-vehicle distance between the target car and the leading car; xls is the position of the front of the target car; xs is the position of the front of the target car; L veh is the length of the leading car of the target car; △v is the position of the front of the target car; The speed difference between the target car and the leading car, v ls is the instantaneous speed of the leading car of the target car; v s is the instantaneous speed of the target car; v max is the speed limit at the entrance of the road intersection; th h is the starting time of the target vehicle.

步骤62、计算目标车辆的跟驰压力系数k2:根据步骤61计算的目标车辆的跟驰加速度a0,计算目标车辆的跟驰压力系数k2,具体计算公式如下:Step 62: Calculate the following pressure coefficient k 2 of the target vehicle: According to the following acceleration a 0 of the target vehicle calculated in step 61, calculate the following pressure coefficient k 2 of the target vehicle. The specific calculation formula is as follows:

Figure BDA0002781663600000081
Figure BDA0002781663600000081

L1'=max(L1,e)L 1 '=max(L 1 ,e)

L4'=max(L4,e)L 4 '=max(L 4 ,e)

步骤63、计算建议加速度a,具体计算公式如下:Step 63: Calculate the recommended acceleration a, and the specific calculation formula is as follows:

a=k2·a0 (11)a=k 2 ·a 0 (11)

步骤7、重复步骤1至步骤6,直至目标车辆满足安全换道条件,目标车辆切换进入右侧的目标车道。Step 7: Repeat steps 1 to 6 until the target vehicle satisfies the safe lane changing conditions, and the target vehicle switches into the target lane on the right.

下面根据某交通示例对本发明作进一步阐述。The present invention is further explained below based on a traffic example.

交通示例:如图2所示,某一车辆行驶在交叉口一条三车道进口道上,目标车辆编号

Figure BDA0002781663600000084
目标车辆在交叉口需要右转,所以需要先向右侧换道,目标车前车编号为⑦,后车编号为⑤,目标车道内前导车辆编号为①,跟随车辆编号为②,交通情况如图5所示,本实施例中,以车辆编号
Figure BDA0002781663600000083
的中心为原点,沿路面长度方向为x向,路面宽度方向为y向,建立坐标系,则某一时刻所有车辆的信息如下:Traffic example: As shown in Figure 2, a vehicle is driving on a three-lane entrance road at an intersection, and the target vehicle number
Figure BDA0002781663600000084
The target vehicle needs to turn right at the intersection, so it needs to change lanes to the right first. The number of the vehicle in front of the target vehicle is ⑦, the number of the vehicle behind is ⑤, the number of the leading vehicle in the target lane is ①, and the number of the following vehicle is ②. As shown in Figure 5, in this embodiment, the vehicle number is
Figure BDA0002781663600000083
The center is the origin, the length direction of the road is the x direction, and the width direction of the road surface is the y direction. To establish a coordinate system, the information of all vehicles at a certain moment is as follows:

Figure BDA0002781663600000082
Figure BDA0002781663600000082

其他参数中,目标车辆与交叉口进口道禁止变道实线起始点距离L3为18.34米,后车与前车的压力影响的权重系数α1和α2分别为0.5和0.6,交叉口道路环境和驾驶员驾驶特性相关的单位时间步长△t为1秒,车长Lveh为5米,交叉口进口道限速40km/h。Among other parameters, the distance L 3 between the target vehicle and the starting point of the solid line where the lane change is prohibited at the entrance of the intersection is 18.34 meters, the weight coefficients α 1 and α 2 of the pressure influence of the rear vehicle and the preceding vehicle are 0.5 and 0.6 respectively, and the intersection road The unit time step Δt related to the environment and the driver's driving characteristics is 1 second, the vehicle length L veh is 5 meters, and the speed limit at the entrance of the intersection is 40 km/h.

以下将采用本发明提出的一种智能车交叉口右转换道间隙选择方法:The following will adopt a method for selecting the right transition lane gap at an intelligent vehicle intersection proposed by the present invention:

步骤1、从目标车辆的信息数据库提取研究范围内所有车辆微观数据,如上表所示。Step 1. Extract the micro-data of all vehicles within the research scope from the information database of the target vehicle, as shown in the table above.

步骤2、计算目标车辆换道压力系数:Step 2. Calculate the lane-changing pressure coefficient of the target vehicle:

L1=(19.22-11.31)+5=12.91L 1 =(19.22-11.31)+5=12.91

因为目标车辆

Figure BDA0002781663600000092
前方车辆⑦并未处于排队状态,根据排队车辆③和④车头间距预估车辆⑦排队时与车辆③车头间距为33.83-24.76=9.07米because the target vehicle
Figure BDA0002781663600000092
The vehicle in front ⑦ is not in a queue, and the distance between the front of the vehicle ⑦ and the front of the vehicle ③ is estimated according to the distance between the queuing vehicles ③ and ④.

L2=24.76-9.07-5=10.69L 2 =24.76-9.07-5=10.69

L3=18.34L 3 =18.34

L4=min(L2,L3)=10.69L 4 =min(L 2 ,L 3 )=10.69

L1'=max(L1,e)=12.91L 1 '=max(L 1 ,e)=12.91

L4'=max(L4,e)=10.69L 4 '=max(L 4 ,e)=10.69

Figure BDA0002781663600000091
Figure BDA0002781663600000091

因此,目标车辆的换道压力系数为0.45。Therefore, the lane change pressure coefficient of the target vehicle is 0.45.

步骤3、计算允许目标车辆换入目标车道的临界安全换道间隙:Step 3. Calculate the critical safe lane change gap that allows the target vehicle to switch into the target lane:

Lg=k1·[10+(vf-vl)·△t]+Lveh=0.45×[10+(9.55-7.61)×1]+5=10.37L g =k 1 ·[10+(v f -v l )·Δt]+L veh =0.45×[10+(9.55-7.61)×1]+5=10.37

步骤4、计算目标车道内实际换道间隙Ls:查上表可知,①车和②车相距9.66米,也即Ls=9.66。Step 4. Calculate the actual lane-changing gap L s in the target lane: From the above table, it can be known that the distance between the vehicle ① and the vehicle ② is 9.66 meters, that is, L s =9.66.

步骤5、判断换道时机:9.66<10.37,也即Ls<Lg,不满足目标车辆安全换道条件,因而进入步骤6。Step 5. Determine the lane-changing timing: 9.66<10.37, that is, L s < L g , which does not satisfy the safe lane-changing condition of the target vehicle, so step 6 is entered.

步骤6、减速、等待安全换道时机。Step 6. Slow down and wait for a safe lane change opportunity.

先按照如下方法,计算建议加速度a的计算方法。First, calculate the calculation method of the proposed acceleration a according to the following method.

步骤61、计算目标车辆初始加速度:Step 61. Calculate the initial acceleration of the target vehicle:

△x=xls-xs-Lveh=7.86-0-5=2.86△x= xls -xs- Lveh = 7.86-0-5 =2.86

△v=vls-vs=6.11-8.87=-2.76△v=vls-vs= 6.11-8.87 = -2.76

Figure BDA0002781663600000101
Figure BDA0002781663600000101

a0=0.2·(△x-vs·th)+0.6·△v=0.2×(2.86-8.87×0.61)+0.6×(-2.76)=-2.17a 0 =0.2·(Δxv s · th )+0.6·Δv=0.2×(2.86-8.87×0.61)+0.6×(-2.76)=-2.17

因此,初始加速度为-2.17m/s2,即在不考虑换道(也即继续直行)情况下,目标车辆此时应该采取2.17m/s2初始加速度减速。Therefore, the initial acceleration is -2.17m/s 2 , that is, the target vehicle should take an initial acceleration of 2.17m/s 2 to decelerate without considering lane changing (ie, continuing to go straight).

步骤62、计算目标车辆跟驰压力系数。Step 62: Calculate the target vehicle following pressure coefficient.

因为初始加速度a0<0,L1'>L4'Because the initial acceleration a 0 <0, L 1 '>L 4 '

Figure BDA0002781663600000102
Figure BDA0002781663600000102

步骤63、计算建议加速度:a=k2·a0=0.83×(-2.17)=-1.80Step 63. Calculate the suggested acceleration: a=k 2 ·a 0 =0.83×(-2.17)=-1.80

因此,在考虑目标车辆前后方车辆产生的压力博弈下,建议该目标车辆以1.80m/s2的加速度大小减速,以等待满足安全换道条件的换道时机。Therefore, considering the pressure game generated by the vehicles in front of and behind the target vehicle, it is recommended that the target vehicle decelerate at an acceleration of 1.80 m/s 2 to wait for the lane-changing opportunity that meets the safe lane-changing conditions.

步骤7、重复步骤1至步骤6,直至目标车辆满足安全换道条件,目标车辆切换进入右侧的目标车道。Step 7: Repeat steps 1 to 6 until the target vehicle satisfies the safe lane changing conditions, and the target vehicle switches into the target lane on the right.

在本实施例中,②车速度始终大于①车速度,因此①车和②车之间间距不断减小,目标车辆

Figure BDA0002781663600000103
等待②车驶离后进行换道,经过计算机计算目标车辆
Figure BDA0002781663600000104
在减速等待2秒后可以进行换道。In this embodiment, the speed of the ② vehicle is always greater than the speed of the ① vehicle, so the distance between the ① vehicle and the ② vehicle is continuously reduced, and the target vehicle
Figure BDA0002781663600000103
Change lanes after waiting for the ② vehicle to leave, and calculate the target vehicle through the computer
Figure BDA0002781663600000104
You can change lanes after slowing down for 2 seconds.

以上详细描述了本发明的优选实施方式,但是,本发明并不限于上述实施方式中的具体细节,在本发明的技术构思范围内,可以对本发明的技术方案进行多种等同变换,这些等同变换均属于本发明的保护范围。The preferred embodiments of the present invention have been described in detail above. However, the present invention is not limited to the specific details in the above-mentioned embodiments. Within the scope of the technical concept of the present invention, various equivalent transformations can be made to the technical solutions of the present invention. These equivalent transformations All belong to the protection scope of the present invention.

Claims (4)

1.一种智能车交叉口右转换道间隙选择方法,其特征在于:包括如下步骤:1. a method for selecting a right transition lane gap at an intelligent vehicle intersection, characterized in that: comprise the steps: 步骤1、获取目标车辆换道微观信息:通过感知整个交通系统的运行状态,获取目标车辆换道微观信息;目标车辆换道微观信息包括目标车辆的位置、速度数据,目标车辆前导车辆的位置、速度数据,目标车道内前导车辆和目标车道内跟随车辆的位置数据、速度数据,目标车辆后方车辆排队长度,目标车辆与前方排队车辆队尾的距离,目标车辆与交叉口进口道禁止变道实线起始点距离;Step 1. Obtain the lane-changing micro-information of the target vehicle: obtain the lane-changing micro-information of the target vehicle by perceiving the operating state of the entire traffic system; the lane-changing micro-information of the target vehicle includes the position and speed data of the target vehicle, the position, Speed data, the position data and speed data of the leading vehicle in the target lane and the following vehicle in the target lane, the queue length of the vehicles behind the target vehicle, the distance between the target vehicle and the rear of the queue of vehicles in front of the target vehicle, and the prohibition of changing lanes between the target vehicle and the entrance of the intersection. The distance from the starting point of the line; 步骤2、计算目标车辆换道压力系数k1:采用如下公式,计算目标车辆换道压力系数;Step 2. Calculate the lane-changing pressure coefficient k 1 of the target vehicle: use the following formula to calculate the lane-changing pressure coefficient of the target vehicle;
Figure FDA0003204067210000011
Figure FDA0003204067210000011
L1'=max(L1,e) (2)L 1 '=max(L 1 ,e) (2) L4'=max(L4,e) (3)L 4 '=max(L 4 ,e) (3) L4=min(L2,L3) (4)L 4 =min(L 2 ,L 3 ) (4) 其中,L1表示目标车辆所在车道后方车辆的排队长度;L2表示目标车辆与排队前方车辆队尾的距离;L3表示目标车辆与交叉口进口道禁止变道实线起始点的距离;L4为L2和L3两者中的最小值;α1表示后车对目标车辆压力影响的权重系数;α2表示前车对目标车辆压力影响的权重系数;e为自然常数;Among them, L 1 represents the queuing length of the vehicle behind the lane where the target vehicle is located; L 2 represents the distance between the target vehicle and the tail of the vehicle in front of the queue; L 3 represents the distance between the target vehicle and the starting point of the solid line where the lane change is prohibited at the entrance of the intersection; L 4 is the minimum value between L 2 and L 3 ; α 1 represents the weight coefficient of the influence of the following vehicle on the pressure of the target vehicle; α 2 represents the weight coefficient of the influence of the preceding vehicle on the pressure of the target vehicle; e is a natural constant; 步骤3、计算允许目标车辆换入目标车道的临界安全换道间隙Lg:将步骤2计算的目标车辆换道压力系数k1,代入如下公式(5),计算得到允许目标车辆换入目标车道的临界安全换道间隙Lg;其中,公式(5)的表达式为:Step 3. Calculate the critical safe lane-changing gap L g that allows the target vehicle to change into the target lane: Substitute the target vehicle's lane-changing pressure coefficient k 1 calculated in step 2 into the following formula (5), and calculate to allow the target vehicle to change into the target lane. The critical safe lane-changing gap L g ; where, the expression of formula (5) is:
Figure FDA0003204067210000012
Figure FDA0003204067210000012
其中,vf为目标车道内跟随车辆的速度;vl为目标车道内前导车辆的速度;△t是与交叉口道路环境和驾驶员驾驶特性相关的单位时间步长;Lveh为目标车辆长度;Among them, v f is the speed of the following vehicle in the target lane; v l is the speed of the leading vehicle in the target lane; Δt is the unit time step related to the road environment at the intersection and the driving characteristics of the driver; L veh is the length of the target vehicle ; 步骤4、计算目标车道内实际换道间隙Ls:根据步骤1中获取的目标车道内前导车辆的位置数据和目标车道内跟随车辆的位置数据,计算得出目标车道内实际换道间隙Ls;其中,目标车道内实际换道间隙Ls为目标车道内前导车辆和目标车道内跟随车辆之间沿行进方向的距离差值;Step 4. Calculate the actual lane-changing gap L s in the target lane: According to the position data of the leading vehicle in the target lane and the position data of the following vehicle in the target lane obtained in step 1, calculate the actual lane-changing gap L s in the target lane ; where, the actual lane-changing gap L s in the target lane is the distance difference along the travel direction between the leading vehicle in the target lane and the following vehicle in the target lane; 步骤5、判断换道时机:将步骤3计算的临界安全换道间隙Lg和步骤4计算的目标车道内实际换道间隙Ls相比较;当Ls≥Lg时,则满足目标车辆安全换道条件,目标车辆切换进入右侧的目标车道;当Ls<Lg时,则不满足目标车辆安全换道条件,进入步骤6;Step 5. Judging the timing of changing lanes: compare the critical safe lane-changing gap L g calculated in step 3 with the actual lane-changing gap L s in the target lane calculated in step 4; when L s ≥ L g , the target vehicle safety is satisfied. Lane changing conditions, the target vehicle switches to the right target lane; when L s < L g , the target vehicle safe lane changing conditions are not met, and the process goes to step 6; 步骤6、减速、等待安全换道时机:目标车辆按照建议加速度a进行减速,以等待满足安全换道条件的换道时机;其中,建议加速度a的计算方法,包括如下步骤:Step 6. Decelerate and wait for the safe lane-changing opportunity: the target vehicle decelerates according to the recommended acceleration a to wait for the lane-changing opportunity that satisfies the safe lane-changing conditions; among them, the calculation method of the suggested acceleration a includes the following steps: 步骤61、计算目标车辆的跟驰加速度a0,具体计算公式如下:Step 61: Calculate the following acceleration a 0 of the target vehicle. The specific calculation formula is as follows: a0=0.2·(△x-vs·th)+0.6·△v (6)a 0 =0.2·(△xv s · th )+0.6·△v (6) △x=xls-xs-Lveh (7)△x=x ls -x s -L veh (7) △v=vls-vs (8)△v=v ls -v s (8)
Figure FDA0003204067210000021
Figure FDA0003204067210000021
其中,△x为目标车与前导车的车间距离;xls为目标车前导车的车头所在位置;xs为目标车的车头所在位置;Lveh为目标车前导车的车长;△v为目标车与前导车的速度差,vls为目标车前导车的瞬时速度;vs为目标车的瞬时速度;vmax为路段交叉口进口道的限制速度;th为目标车辆的启动时间;Among them, △ x is the vehicle-to-vehicle distance between the target car and the leading car; xls is the position of the front of the target car; xs is the position of the front of the target car; L veh is the length of the leading car of the target car; △v is the position of the front of the target car; The speed difference between the target car and the leading car, v ls is the instantaneous speed of the leading car of the target car; v s is the instantaneous speed of the target car; v max is the speed limit at the entrance of the road intersection; t h is the starting time of the target vehicle; 步骤62、计算目标车辆的跟驰压力系数k2:根据步骤61计算的目标车辆的跟驰加速度a0,计算目标车辆的跟驰压力系数k2,具体计算公式如下:Step 62: Calculate the following pressure coefficient k 2 of the target vehicle: According to the following acceleration a 0 of the target vehicle calculated in step 61, calculate the following pressure coefficient k 2 of the target vehicle. The specific calculation formula is as follows:
Figure FDA0003204067210000022
Figure FDA0003204067210000022
L1'=max(L1,e)L 1 '=max(L 1 ,e) L4'=max(L4,e)L 4 '=max(L 4 ,e) 步骤63、计算建议加速度a,具体计算公式如下:Step 63: Calculate the recommended acceleration a, and the specific calculation formula is as follows: a=k2·a0 (11)a=k 2 ·a 0 (11) 步骤7、重复步骤1至步骤6,直至目标车辆满足安全换道条件,目标车辆切换进入右侧的目标车道。Step 7: Repeat steps 1 to 6 until the target vehicle satisfies the safe lane changing conditions, and the target vehicle switches into the target lane on the right.
2.根据权利要求1所述的智能车交叉口右转换道间隙选择方法,其特征在于:步骤2中,α1、α2分别取值0.5和0.6;步骤3中,△t取值1秒。2. The method for selecting a right transition lane gap at an intelligent vehicle intersection according to claim 1, wherein in step 2, α 1 and α 2 are respectively 0.5 and 0.6; in step 3, Δt is 1 second . 3.一种智能车交叉口右转换道间隙选择装置,基于权利要求1-2任一项所述的智能车交叉口右转换道间隙选择方法,其特征在于:包括智能车状态感知模块、数据存储模块、换道压力系数计算模块、临界安全换道间隙计算模块、目标车辆跟驰加速度计算模块、目标车辆跟驰压力系数和建议加速度计算模块和目标车辆右转换道时机确认模块;其中,3. A device for selecting a right-change lane clearance at an intelligent vehicle intersection, based on the method for selecting a right-change lane clearance at an intelligent vehicle intersection according to any one of claims 1-2, characterized in that: comprising an intelligent vehicle state perception module, a data storage module, lane change pressure coefficient calculation module, critical safe lane change clearance calculation module, target vehicle following acceleration calculation module, target vehicle following pressure coefficient and suggested acceleration calculation module and target vehicle right lane change timing confirmation module; among them, 智能车状态感知模块,用于感知整个交通系统的运行状态,获取目标车辆换道微观信息;The intelligent vehicle status perception module is used to perceive the running status of the entire traffic system and obtain the microscopic information of the target vehicle changing lanes; 数据存储模块,用于存储历史和实时换道数据;Data storage module for storing historical and real-time lane change data; 换道压力系数计算模块,用于计算目标车辆换道压力系数;Lane-change pressure coefficient calculation module, used to calculate the lane-change pressure coefficient of the target vehicle; 临界安全换道间隙计算模块,用于计算允许目标车辆换入目标车道的临界安全换道间隙;The critical safe lane change clearance calculation module is used to calculate the critical safe lane change clearance that allows the target vehicle to change into the target lane; 目标车辆跟驰加速度计算模块,用于计算目标车辆的跟驰加速度;The target vehicle following acceleration calculation module is used to calculate the following acceleration of the target vehicle; 目标车辆跟驰压力系数和建议加速度计算模块,用于计算目标车辆跟驰压力系数和目标车辆在等待换道过程中采用的建议加速度;The target vehicle following pressure coefficient and suggested acceleration calculation module is used to calculate the target vehicle following pressure coefficient and the suggested acceleration adopted by the target vehicle in the process of waiting for a lane change; 目标车辆右转换道时机确认模块,用于监控目标车道上前导车辆和跟随车辆间隙是否超过临界安全换道间隙,确定安全换道时机。The timing confirmation module for the right lane change of the target vehicle is used to monitor whether the gap between the leading vehicle and the following vehicle on the target lane exceeds the critical safe lane change clearance, and to determine the safe lane change timing. 4.根据权利要求3所述的智能车交叉口右转换道间隙选择装置,其特征在于:智能车状态感知模块包括目标车状态自感知单元、目标车前后车辆状态感知单元、目标车道内前导车辆和跟随车辆的感知单元、以及交叉口几何位置信息的感知单元;其中,4. The device for selecting a right transition lane gap at an intelligent vehicle intersection according to claim 3, wherein the intelligent vehicle state perception module comprises a target vehicle state self-perception unit, a vehicle state perception unit before and after the target vehicle, and a leading vehicle in the target lane. and the perception unit of the following vehicle, and the perception unit of the geometric position information of the intersection; wherein, 目标车状态自感知单元用于获取目标车辆的速度、位置数据;The target vehicle state self-perception unit is used to obtain the speed and position data of the target vehicle; 目标车前后车辆状态感知单元用于获取目标车辆前后车辆的速度、位置数据;The vehicle state perception unit before and after the target vehicle is used to obtain the speed and position data of the vehicles before and after the target vehicle; 目标车道内前导车辆和跟随车辆的感知单元用于获取目标车道内前导车辆以及跟随车辆的速度、位置数据;The perception unit of the leading vehicle and the following vehicle in the target lane is used to obtain the speed and position data of the leading vehicle and the following vehicle in the target lane; 交叉口几何位置信息的感知单元用于获取交叉口几何特征数据。The sensing unit of the geometrical position information of the intersection is used to obtain the geometrical feature data of the intersection.
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