CN116476807A - Auxiliary driving control method and device for vehicle tire burst and vehicle - Google Patents
Auxiliary driving control method and device for vehicle tire burst and vehicle Download PDFInfo
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- B60W30/00—Purposes 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
- B60W30/02—Control of vehicle driving stability
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W30/00—Purposes 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
- B60W30/18—Propelling the vehicle
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- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
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- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/107—Longitudinal acceleration
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/109—Lateral acceleration
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
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- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/112—Roll movement
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- B—PERFORMING OPERATIONS; TRANSPORTING
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- B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
- B60W50/0098—Details of control systems ensuring comfort, safety or stability not otherwise provided for
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2530/00—Input parameters relating to vehicle conditions or values, not covered by groups B60W2510/00 or B60W2520/00
- B60W2530/20—Tyre data
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- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2554/00—Input parameters relating to objects
- B60W2554/40—Dynamic objects, e.g. animals, windblown objects
- B60W2554/404—Characteristics
- B60W2554/4041—Position
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- B—PERFORMING OPERATIONS; TRANSPORTING
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- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2720/00—Output or target parameters relating to overall vehicle dynamics
- B60W2720/10—Longitudinal speed
- B60W2720/106—Longitudinal acceleration
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2720/00—Output or target parameters relating to overall vehicle dynamics
- B60W2720/12—Lateral speed
- B60W2720/125—Lateral acceleration
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2720/00—Output or target parameters relating to overall vehicle dynamics
- B60W2720/14—Yaw
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
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Abstract
Description
技术领域technical field
本发明涉及车辆技术领域,尤其涉及一种车辆爆胎时的辅助驾驶控制方法、一种车辆爆胎时的辅助驾驶控制装置、一种车辆和一种计算机可读存储介质。The present invention relates to the technical field of vehicles, in particular to an auxiliary driving control method when a vehicle tire blows out, an auxiliary driving control device when a vehicle tire blows out, a vehicle and a computer-readable storage medium.
背景技术Background technique
在车辆发生爆胎时,驾驶员处于惊慌失措或茫然的状态而不能很好的控制车辆,往往会采取一些危险的驾驶行为,比如猛踩刹车、乱打方向盘等行为,从而导致事故的发生。When a vehicle tire blows out, the driver is in a state of panic or confusion and cannot control the vehicle well. He often takes some dangerous driving behaviors, such as slamming on the brakes, slamming the steering wheel, etc., which leads to accidents.
相关技术中,在发生爆胎时,通过调整转向角度,以使爆胎车辆返回到原有轨迹上。但是这种方式,系统控制器根据爆胎后车轮有效滚动半径减少与轮距形成的圆锥角以及按照爆胎前的前行矢量计算出纠偏的方向盘转角,通过对转向系统来对车身进行纠偏,此方法中爆胎后的车轮有效滚动半径是很难准确得知的,同时计算测得的圆锥角也是不准确的,根据前进矢量计算得出需纠偏的方向盘转角误差偏大,因此是无法安全的控制车辆按照轨迹行驶的。In the related art, when a tire blows out, the steering angle is adjusted so that the tire blown vehicle returns to the original track. However, in this way, the system controller calculates the steering wheel angle for deviation correction according to the cone angle formed by the reduction of the effective rolling radius of the wheel after the tire blowout and the wheelbase and the forward vector before the tire blowout, and corrects the deviation of the vehicle body through the steering system. In this method, it is difficult to accurately know the effective rolling radius of the wheel after the tire blowout. At the same time, the calculated cone angle is also inaccurate. The error of the steering wheel angle that needs to be corrected based on the forward vector calculation is too large, so it is impossible to safely control the vehicle to follow the trajectory.
发明内容Contents of the invention
本发明旨在至少在一定程度上解决相关技术中的技术问题之一。为此,本发明的第一个目的在于提出一种车辆爆胎时的辅助驾驶控制方法,在车辆行驶过程中发生爆胎时,可以根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低了事故发生的概率,保障了乘客的安全。The present invention aims to solve one of the technical problems in the related art at least to a certain extent. For this reason, the first object of the present invention is to propose an auxiliary driving control method when a vehicle tire blows out. When a tire blows out while the vehicle is running, the motion track of the vehicle can be corrected according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
本发明的第二个目的在于提出一种车辆爆胎时的辅助驾驶控制装置。The second object of the present invention is to provide an auxiliary driving control device when a vehicle tire blows out.
本发明的第三个目的在于提出一种车辆。A third object of the invention is to propose a vehicle.
本发明的第四个目的在于提出一种计算机可读存储介质。A fourth object of the present invention is to provide a computer-readable storage medium.
为达到上述目的,本发明第一方面实施例提出一种车辆爆胎时的辅助驾驶控制方法,包括:获取车辆周围的路况信息、车辆的位置信息、车辆的车身姿态信息和车辆轮胎的爆胎位置信息;根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹;根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,其中,爆胎抑制偏置为轮胎爆胎时产生的偏移;根据爆胎抑制偏置对车辆的运动轨迹进行修正,以确定车辆的目标运动轨迹;根据目标运动轨迹对车辆进行控制。In order to achieve the above object, the embodiment of the first aspect of the present invention proposes an assisted driving control method when a vehicle tire blows out, including: acquiring road condition information around the vehicle, vehicle position information, vehicle body attitude information, and tire blowout position information of the vehicle; determining a vehicle trajectory according to the road condition information around the vehicle, vehicle position information, and vehicle body attitude information; The trajectory of the vehicle is corrected to determine the target trajectory of the vehicle; the vehicle is controlled according to the target trajectory.
根据本发明实施例的车辆爆胎时的辅助驾驶控制方法,获取车辆周围的路况信息、车辆的位置信息、车辆的车身姿态信息和车辆轮胎的爆胎位置信息,并根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,然后根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,最后根据爆胎抑制偏置对车辆的运动轨迹进行修正,控制车辆按照目标运动轨迹行驶。由此,该方法在车辆行驶过程中发生爆胎时,可以根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低了事故发生的概率,保障了乘客的安全。According to the assisted driving control method when a vehicle tire blows out according to an embodiment of the present invention, the road condition information around the vehicle, the position information of the vehicle, the body attitude information of the vehicle, and the tire blowout position information of the vehicle are obtained, and the motion trajectory of the vehicle is determined according to the road condition information around the vehicle, the position information of the vehicle, and the body attitude information of the vehicle, and then the tire blowout suppression bias is determined according to the body posture information of the vehicle and the tire blowout position information of the vehicle, and finally the motion trajectory of the vehicle is corrected according to the tire blowout suppression bias, and the vehicle is controlled to drive according to the target motion trajectory. Therefore, when a tire blows out while the vehicle is running, the method can correct the trajectory of the vehicle according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe trajectory, reduce the probability of accidents, and ensure the safety of passengers.
另外,根据本发明上述实施例的车辆爆胎时的辅助驾驶控制方法,还可以具有如下的附加技术特征:In addition, the assisted driving control method when the vehicle tire blows out according to the above-mentioned embodiments of the present invention may also have the following additional technical features:
根据本发明的一个实施例,车辆的车身姿态信息包括车辆的横摆角速度和车辆的横向加速度,其中,根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,包括:根据车辆轮胎的爆胎位置信息确定爆胎抑制偏置系数;根据爆胎抑制偏置系数、车辆的横摆角速度和车辆的横向加速度确定爆胎抑制偏置。According to an embodiment of the present invention, the body attitude information of the vehicle includes the yaw rate of the vehicle and the lateral acceleration of the vehicle, wherein the determination of the tire blowout suppression bias according to the body posture information of the vehicle and the tire blowout position information of the vehicle includes: determining the tire blowout suppression bias coefficient according to the tire blowout position information of the vehicle tire; determining the tire blowout suppression bias according to the tire blowout suppression bias coefficient, the yaw rate of the vehicle, and the lateral acceleration of the vehicle.
根据本发明的一个实施例,通过下述公式计算获得爆胎抑制偏置:According to an embodiment of the present invention, the tire blowout suppression bias is calculated by the following formula:
e爆胎=Ai*ω(t)+Bi*dal(t)/dte blowout =A i *ω(t)+B i *da l (t)/dt
其中,e爆胎表示爆胎抑制偏置,Ai和Bi表示爆胎抑制偏置系数,ω(t)表示车辆在t时刻的横摆角速度,al(t)表示车辆在t时刻的横向加速度。Among them, e puncture represents the puncture suppression bias, A i and Bi represent the puncture suppression bias coefficients, ω(t) represents the yaw rate of the vehicle at time t, and a l (t) represents the lateral acceleration of the vehicle at time t.
根据本发明的一个实施例,根据爆胎抑制偏置对车辆的运动轨迹进行修正,包括:对爆胎抑制偏置取反,以获取车辆的运动轨迹的修正值;根据车辆的运动轨迹的修正值对车辆的运动轨迹进行修正。According to an embodiment of the present invention, correcting the motion track of the vehicle according to the tire burst suppression bias includes: inverting the tire burst suppression bias to obtain a correction value of the vehicle motion track; and correcting the vehicle motion track according to the correction value of the vehicle motion track.
根据本发明的一个实施例,车辆的车身姿态信息包括车辆的纵向加速度,其中,根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,包括:根据路况信息确定车辆的安全行驶区域;根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径;根据车辆的纵向加速度确定车辆的纵向规划路径;根据横向规划路径和纵向规划路径确定车辆的运动轨迹。According to an embodiment of the present invention, the body posture information of the vehicle includes the longitudinal acceleration of the vehicle, wherein, according to the road condition information around the vehicle, the position information of the vehicle and the body posture information of the vehicle, determining the trajectory of the vehicle includes: determining the safe driving area of the vehicle according to the road condition information; determining the horizontal planning path of the vehicle according to the position information of the vehicle and the safe driving area of the vehicle; determining the longitudinal planning path of the vehicle according to the longitudinal acceleration of the vehicle; determining the moving trajectory of the vehicle according to the horizontal planning path and the longitudinal planning path.
根据本发明的一个实施例,车辆的位置信息包括车辆的起始位置,其中,根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径,包括:根据车辆的安全行驶区域确定车辆的目标位置;根据车辆的起始位置与车辆的目标位置之间的横向距离确定多个中间位置;采用N阶多项式拟合车辆的起始位置、车辆的目标位置和多个中间位置,以获得车辆的横向规划路径,其中,多个中间位置的个数由N阶多项式确定,N为正整数。According to an embodiment of the present invention, the position information of the vehicle includes the initial position of the vehicle, wherein, determining the lateral planned path of the vehicle according to the positional information of the vehicle and the safe driving area of the vehicle includes: determining the target position of the vehicle according to the safe driving area of the vehicle; determining a plurality of intermediate positions according to the lateral distance between the initial position of the vehicle and the target position of the vehicle; using an N-order polynomial to fit the initial position of the vehicle, the target position of the vehicle, and a plurality of intermediate positions to obtain the lateral planning path of the vehicle, wherein the number of the multiple intermediate positions is determined by an N-order polynomial, and N is a positive integer.
根据本发明的一个实施例,根据车辆的纵向加速度确定车辆的纵向规划路径,包括:获取车辆的目标纵向加速度;根据车辆的起始加速度变化至目标纵向加速度的曲线确定车辆的纵向规划路径。According to an embodiment of the present invention, determining the longitudinal planned path of the vehicle according to the longitudinal acceleration of the vehicle includes: acquiring the target longitudinal acceleration of the vehicle; determining the planned longitudinal path of the vehicle according to the curve from the initial acceleration of the vehicle to the target longitudinal acceleration.
根据本发明的一个实施例,根据横向规划路径和纵向规划路径确定车辆的运动轨迹,包括:对纵向规划路径进行二次积分处理,以获得车辆的纵向位置随时间变化的曲线;根据横向规划路径和车辆的纵向位置随时间变化的曲线获得相同时刻车辆的横向位置和纵向位置的位置组合;根据位置组合确定车辆的二维运动轨迹;利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹。According to an embodiment of the present invention, determining the trajectory of the vehicle according to the horizontal planning path and the longitudinal planning path includes: performing secondary integration processing on the longitudinal planning path to obtain the curve of the longitudinal position of the vehicle over time; obtaining the position combination of the lateral position and the longitudinal position of the vehicle at the same time according to the horizontal planning path and the curve of the longitudinal position of the vehicle changing over time; determining the two-dimensional trajectory of the vehicle according to the combination of positions;
根据本发明的一个实施例,利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹,包括:获取代价函数的期望结果对应的多个不同类型的代价函数;分别根据每个代价函数对车辆的二维运动轨迹进行筛选,获得对应的最小值;对多个最小值进行加权求和,以确定车辆的运动轨迹。According to an embodiment of the present invention, using the cost function to screen the two-dimensional motion track of the vehicle to determine the motion track of the vehicle includes: obtaining a plurality of different types of cost functions corresponding to the expected results of the cost function; screening the two-dimensional motion track of the vehicle according to each cost function to obtain the corresponding minimum value; performing weighted summation on the multiple minimum values to determine the motion track of the vehicle.
为达到上述目的,本发明第二方面实施例提出了一种车辆爆胎时的辅助驾驶控制装置,包括:第一获取模块,用于获取车辆周围的路况信息;第二获取模块,用于获取车辆的位置信息;第三获取模块,用于获取车辆的车身姿态信息;第四获取模块,用于获取车辆轮胎的爆胎位置信息;运动轨迹确定模块,用于根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹;第一确定模块,用于根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,其中,爆胎抑制偏置为轮胎爆胎时产生的偏移;轨迹修正模块,用于根据爆胎抑制偏置对车辆的运动轨迹进行修正,以确定车辆的目标运动轨迹;控制模块,用于根据目标运动轨迹对车辆进行控制。In order to achieve the above object, the embodiment of the second aspect of the present invention proposes a driving assistance control device when a vehicle tire blows out, including: a first acquisition module, used to acquire road condition information around the vehicle; a second acquisition module, used to acquire vehicle body position information; a third acquisition module, used to acquire vehicle body posture information; a fourth acquisition module, used to obtain vehicle tire burst position information; The tire blowout position information determines the tire blowout suppression bias, wherein the tire blowout suppression bias is the offset generated when the tire blows out; the trajectory correction module is used to correct the vehicle's motion trajectory according to the tire blowout suppression bias to determine the vehicle's target motion trajectory; the control module is used to control the vehicle according to the target motion trajectory.
根据本发明实施例的车辆爆胎时的辅助驾驶控制装置,运动轨迹确定模块根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,第一确定模块根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,轨迹修正模块根据爆胎抑制偏置对车辆的运动轨迹进行修正,控制模块控制车辆按照目标运动轨迹行驶。由此,该装置在车辆行驶过程中发生爆胎时,可以根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低了事故发生的概率,保障了乘客的安全。According to the auxiliary driving control device for a vehicle tire blowout according to an embodiment of the present invention, the motion track determination module determines the motion track of the vehicle according to the road condition information around the vehicle, the position information of the vehicle, and the body attitude information of the vehicle, the first determination module determines the tire blowout suppression bias according to the vehicle body posture information and the tire blowout position information of the vehicle tires, the trajectory correction module corrects the motion track of the vehicle according to the tire blowout suppression bias, and the control module controls the vehicle to drive according to the target motion track. Thus, when a tire blows out while the vehicle is running, the device can correct the motion track of the vehicle according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
为达到上述目的,本发明第三方面实施例提出了一种车辆,包括存储器、处理器及存储在存储器上并可在处理器上运行的车辆爆胎时的辅助驾驶控制程序,处理器执行车辆爆胎时的辅助驾驶控制程序时,实现上述的车辆爆胎时的辅助驾驶控制方法。In order to achieve the above-mentioned purpose, the embodiment of the third aspect of the present invention proposes a vehicle, including a memory, a processor, and an assisted driving control program when the vehicle tire blows out, which is stored on the memory and can run on the processor.
根据本发明实施例的车辆,通过执行上述的车辆爆胎时的辅助驾驶控制方法,能够在车辆行驶过程中发生爆胎时,根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低事故发生的概率,保障乘客的安全。According to the vehicle of the embodiment of the present invention, by implementing the above-mentioned assisted driving control method when the vehicle tire blows out, when a tire blows out while the vehicle is running, the motion track of the vehicle can be corrected according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
为达到上述目的,本发明第四方面实施例提出了一种计算机可读存储介质,其上存储有车辆爆胎时的辅助驾驶控制程序,该车辆爆胎时的辅助驾驶控制程序被处理器执行时实现上述的车辆爆胎时的辅助驾驶控制方法。In order to achieve the above-mentioned purpose, the embodiment of the fourth aspect of the present invention proposes a computer-readable storage medium, on which is stored an assisted driving control program when a vehicle tire blows out, and when the vehicle assisted driving control program is executed by a processor, the above-mentioned assisted driving control method when a vehicle tire blows out is realized.
根据本发明实施例的计算机可读存储介质,通过执行上述的车辆爆胎时的辅助驾驶控制方法,能够在车辆行驶过程中发生爆胎时,根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低事故发生的概率,保障乘客的安全。According to the computer-readable storage medium of the embodiment of the present invention, by executing the above-mentioned assisted driving control method when a vehicle tire blows out, when a tire blows out while the vehicle is running, the motion track of the vehicle can be corrected according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
本发明附加的方面和优点将在下面的描述中部分给出,部分将从下面的描述中变得明显,或通过本发明的实践了解到。Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
附图说明Description of drawings
图1为根据本发明实施例的车辆爆胎时的辅助驾驶控制方法的流程图;FIG. 1 is a flow chart of a driving assistance control method when a vehicle tire blows out according to an embodiment of the present invention;
图2为根据本发明一个实施例的车辆受力分析图;Fig. 2 is a force analysis diagram of a vehicle according to an embodiment of the present invention;
图3为根据本发明一个实施例的车辆控制模型分析图;FIG. 3 is an analysis diagram of a vehicle control model according to an embodiment of the present invention;
图4为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的流程图;FIG. 4 is a flow chart of a driving assistance control method when a vehicle tire blows out according to an embodiment of the present invention;
图5为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的栅格地图属性赋值可视化示意图;Fig. 5 is a visual schematic diagram of grid map attribute assignment of the assisted driving control method when the vehicle tire blows out according to an embodiment of the present invention;
图6为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的栅格地图安全行驶区域的示意图;Fig. 6 is a schematic diagram of a grid map safe driving area of the assisted driving control method when the vehicle tire blows out according to an embodiment of the present invention;
图7为根据本发明一个实施例的安全行驶区域的示意图;Fig. 7 is a schematic diagram of a safe driving area according to an embodiment of the present invention;
图8为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的车辆的横向规划路径的示意图;Fig. 8 is a schematic diagram of a vehicle's lateral planning path according to an assisted driving control method when a vehicle tire blows out according to an embodiment of the present invention;
图9为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的车辆的纵向规划路径的示意图;FIG. 9 is a schematic diagram of a longitudinally planned path of a vehicle according to an assisted driving control method when a vehicle tire blows out according to an embodiment of the present invention;
图10为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的车辆运动轨迹的二维轨迹束的可视化结果示意图;Fig. 10 is a schematic diagram of the visualization result of the two-dimensional trajectory beam of the vehicle motion trajectory in the assisted driving control method when the vehicle tire blows out according to an embodiment of the present invention;
图11为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的自车道的路径规划结果示意图;Fig. 11 is a schematic diagram of the path planning results of the own lane in the assisted driving control method when the vehicle tire blows out according to an embodiment of the present invention;
图12为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的跨车道的路径规划结果示意图;Fig. 12 is a schematic diagram of the cross-lane path planning results of the assisted driving control method when the vehicle tire blows out according to an embodiment of the present invention;
图13为根据本发明实施例的车辆爆胎时的辅助驾驶控制装置的方框示意图;Fig. 13 is a schematic block diagram of an auxiliary driving control device when a vehicle tire blows out according to an embodiment of the present invention;
图14为根据本发明实施例的车辆的方框示意图。14 is a block schematic diagram of a vehicle according to an embodiment of the present invention.
具体实施方式Detailed ways
下面详细描述本发明的实施例,所述实施例的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。下面通过参考附图描述的实施例是示例性的,旨在用于解释本发明,而不能理解为对本发明的限制。Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.
下面参考附图描述本发明实施例提出的车辆爆胎时的辅助驾驶控制方法及装置、车辆和计算机可读存储介质。The assisted driving control method and device, vehicle, and computer-readable storage medium proposed by the embodiments of the present invention when a tire blows out are described below with reference to the accompanying drawings.
图1为根据本发明实施例的车辆爆胎时的辅助驾驶控制方法的流程图。FIG. 1 is a flow chart of a method for controlling driving assistance when a vehicle tire blows out according to an embodiment of the present invention.
如图1所示,本发明实施例的车辆爆胎时的辅助驾驶控制方法,可包括以下步骤:As shown in FIG. 1, the assisted driving control method when the vehicle tire blows out according to the embodiment of the present invention may include the following steps:
S1,获取车辆周围的路况信息、车辆的位置信息、车辆的车身姿态信息和车辆轮胎的爆胎位置信息。S1. Obtain road condition information around the vehicle, vehicle location information, vehicle body posture information, and vehicle tire burst location information.
在本发明的实施例中,车辆具有ADAS(Advanced Driving Assistance System,高级驾驶辅助系统)系统和传感器平台,其中传感器平台是多种传感器的融合,例如:前视摄像头、前向雷达、前角雷达、后角雷达、环视摄像头、侧式摄像头、激光雷达等多种传感器。车辆周围的路况信息和车辆的位置信息可以通过传感器平台中的传感器获得(如:摄像头、雷达等)。ADAS系统可以对车辆的轮速信息、横纵向加速度、横摆角速度、油门开度、制动踏板信息等信息进行实时监控,从而获取到车辆的车身姿态信息,并通过车身总线信号传送至ADAS系统。爆胎位置信息可通过车辆配备的爆胎传感器或系统监控胎压的变化率或底盘域控制器信号告知等方式获得,并通过车辆总线信号输出给ADAS系统。In an embodiment of the present invention, the vehicle has an ADAS (Advanced Driving Assistance System) system and a sensor platform, wherein the sensor platform is a fusion of various sensors, such as: front-view camera, forward-facing radar, front-angle radar, rear-angle radar, surround-view camera, side camera, laser radar and other sensors. The road condition information around the vehicle and the location information of the vehicle can be obtained through the sensors in the sensor platform (such as: camera, radar, etc.). The ADAS system can monitor the vehicle's wheel speed information, lateral and longitudinal acceleration, yaw rate, accelerator opening, brake pedal information and other information in real time, so as to obtain the vehicle's body posture information, and transmit it to the ADAS system through the body bus signal. The tire burst location information can be obtained through the tire burst sensor equipped on the vehicle or the system monitoring the rate of change of tire pressure or the chassis domain controller signal notification, etc., and output to the ADAS system through the vehicle bus signal.
需要说明的是,ADAS系统通常包括导航与实时交通系统,电子警察系统、车联网、自适应巡航、车道偏移报警系统、车道保持系统、碰撞避免或预碰撞系统、夜视系统、自适应灯光控制、行人保护系统、自动泊车系统、交通标志识别、盲点探测、驾驶员疲劳探测、下坡控制系统和电动汽车报警系统。It should be noted that ADAS systems usually include navigation and real-time traffic systems, electronic police systems, Internet of Vehicles, adaptive cruise control, lane departure warning systems, lane keeping systems, collision avoidance or pre-collision systems, night vision systems, adaptive lighting control, pedestrian protection systems, automatic parking systems, traffic sign recognition, blind spot detection, driver fatigue detection, downhill control systems, and electric vehicle alarm systems.
S2,根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹。S2. Determine the movement track of the vehicle according to the road condition information around the vehicle, the position information of the vehicle and the body posture information of the vehicle.
S3,根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,其中,爆胎抑制偏置为轮胎爆胎时产生的偏移。S3. Determine a tire blowout suppression offset according to the body posture information of the vehicle and the tire blowout location information of the vehicle, wherein the tire blowout suppression offset is an offset generated when a tire blows out.
根据本发明的一个实施例,车辆的车身姿态信息包括车辆的横摆角速度和车辆的横向加速度,其中,根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,包括:根据车辆轮胎的爆胎位置信息确定爆胎抑制偏置系数;根据爆胎抑制偏置系数、车辆的横摆角速度和车辆的横向加速度确定爆胎抑制偏置。According to an embodiment of the present invention, the body attitude information of the vehicle includes the yaw rate of the vehicle and the lateral acceleration of the vehicle, wherein the determination of the tire blowout suppression bias according to the body posture information of the vehicle and the tire blowout position information of the vehicle includes: determining the tire blowout suppression bias coefficient according to the tire blowout position information of the vehicle tire; determining the tire blowout suppression bias according to the tire blowout suppression bias coefficient, the yaw rate of the vehicle, and the lateral acceleration of the vehicle.
根据本发明的一个实施例,通过下述公式计算获得爆胎抑制偏置:According to an embodiment of the present invention, the tire blowout suppression bias is calculated by the following formula:
e爆胎=Ai*ω(t)+Bi*dal(t)/dte blowout =A i *ω(t)+B i *da l (t)/dt
其中,e爆胎表示爆胎抑制偏置,Ai和Bi表示爆胎抑制偏置系数,ω(t)表示车辆在t时刻的横摆角速度,al(t)表示车辆在t时刻的横向加速度。Among them, e puncture represents the puncture suppression bias, A i and Bi represent the puncture suppression bias coefficients, ω(t) represents the yaw rate of the vehicle at time t, and a l (t) represents the lateral acceleration of the vehicle at time t.
具体而言,车辆在正常行驶的情况下,车辆上的作用力沿着三个不同的轴分布,如图2和图3所示,纵轴上的力包括:驱动力、制动力、滚动阻力和拖拽阻力,车辆绕纵轴作滚摆运动;横轴上的力包括:转向力、离心力和侧风力,车辆绕横轴作俯仰运动;立轴上的力包括:车辆上下振荡施加的力,车辆绕立轴作偏摆或转向运动。而目前的车辆动力模型,只考虑纯侧偏轮胎特性,忽略轮胎力的纵横向耦合关系,不考虑载荷的左右转移,忽略横纵向空气动力学。当车辆爆胎时,由于爆胎的轮胎有效滚动半径的减少,车辆向爆胎的一边倾斜和偏转,车辆因摩擦力/侧向力/推力发生明显的变化,此时若不控制方向盘,会导致车轮向着爆胎侧的方向转动,导致车辆横摆角速度以及横向加速度会发生一个剧烈的变化。在爆胎情况下,ADAS系统的功能已经无法正常控制车辆正常行驶,例如:自适应巡航控制,车道保持辅助功能。此时,ADAS系统根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,并根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置。Specifically, when the vehicle is running normally, the forces acting on the vehicle are distributed along three different axes. As shown in Figures 2 and 3, the forces on the vertical axis include: driving force, braking force, rolling resistance, and drag resistance, and the vehicle makes a rolling motion around the vertical axis; the forces on the horizontal axis include: steering force, centrifugal force, and side wind force, and the vehicle makes a pitching motion around the horizontal axis; the forces on the vertical axis include: the force exerted by the vehicle's up and down oscillation, and the vehicle yaws or turns around the vertical axis. However, the current vehicle dynamic model only considers the characteristics of pure lateral tires, ignores the longitudinal and lateral coupling relationship of tire forces, does not consider the left and right transfer of loads, and ignores the lateral and longitudinal aerodynamics. When a vehicle has a puncture, due to the reduction of the effective rolling radius of the punctured tire, the vehicle tilts and deflects to the side of the punctured tire, and the vehicle undergoes significant changes due to friction/lateral force/thrust. In the case of a tire blowout, the functions of the ADAS system can no longer control the normal driving of the vehicle, such as: adaptive cruise control, lane keeping assist function. At this time, the ADAS system determines the trajectory of the vehicle according to the road condition information around the vehicle, the position information of the vehicle, and the vehicle body attitude information, and determines the tire blowout suppression bias according to the vehicle body attitude information and the tire blowout location information of the vehicle.
具体地,车辆的车身姿态信息包括车辆的横摆角速度ω和车辆的横向加速度al,可以通过加速度计和陀螺仪实时监控加速度、角速度反馈的信号获得。车辆轮胎的爆胎位置信息由爆胎传感器反馈车辆爆胎的位置反馈得到,根据车辆轮胎的爆胎位置信息可以确定爆胎抑制偏置系数Ai和Bi。其中,爆胎抑制偏置系数可以通过大量数据的仿真和调试对车辆的控制性能进行标定得出的一组参数值,这组参数中有四对不同的系数分别代表不同位置的车轮爆胎对应的爆胎抑制偏置系数,例如,A1和B1表示前方车轮中左边车轮的偏置系数,A2和B2表示前方车轮中右边车轮的偏置系数,A3和B3表示后方车轮中左边车轮的偏置系数,A4和B4表示后方车轮中右边车轮的偏置系数。Specifically, the body attitude information of the vehicle includes the vehicle's yaw rate ω and the vehicle's lateral acceleration a l , which can be obtained by real-time monitoring of acceleration and angular velocity feedback signals from the accelerometer and gyroscope. The tire blowout position information of the vehicle tire is obtained from the tire blowout position feedback of the vehicle tire, and the tire blowout suppression bias coefficients A i and B i can be determined according to the tire blowout position information of the vehicle tire. Among them, the tire blowout suppression bias coefficient can be a set of parameter values obtained by calibrating the control performance of the vehicle through simulation and debugging of a large amount of data. There are four pairs of different coefficients in this set of parameters Represent the tire blowout suppression bias coefficients corresponding to wheel blowouts at different positions, for example, A1 and B1 represent the bias coefficients of the left wheel among the front wheels, A2 and B2 represent the bias coefficients of the right wheel among the front wheels, A3 and B3 represent the bias coefficients of the left wheel among the rear wheels, and A4 and B4 represent the bias coefficients of the right wheel among the rear wheels.
在确定车轮爆胎的位置信息后,将车辆当前时刻的横摆角速度和横向加速度,以及车轮爆胎的位置信息带入上述公式,即可得到爆胎抑制偏置。After determining the position information of the tire blowout, the yaw rate and lateral acceleration of the vehicle at the current moment, and the position information of the wheel blowout are brought into the above formula to obtain the tire blowout suppression bias.
在本发明的一个实施例中,如果出现两个车轮爆胎时,通过上述方式分别获取对应爆胎车轮的爆胎抑制偏置后,可通过加权求和的方式获取最终的爆胎抑制偏置,为了防止爆胎严重影响行车安全,还可以在确定多个车轮发生爆胎时,控制车辆行驶至应急位置后停止。In one embodiment of the present invention, if two tires are blown out, after the tire blowout suppression biases of the corresponding tire blowout wheels are respectively obtained through the above method, the final tire blowout suppression bias can be obtained by weighted summation. In order to prevent the tire blowout from seriously affecting driving safety, it is also possible to control the vehicle to travel to the emergency position and then stop when multiple tire blowouts are determined.
S4,根据爆胎抑制偏置对车辆的运动轨迹进行修正,以确定车辆的目标运动轨迹。S4, correcting the motion trajectory of the vehicle according to the tire blowout suppression bias, so as to determine the target motion trajectory of the vehicle.
S5,根据目标运动轨迹对车辆进行控制。S5, controlling the vehicle according to the target trajectory.
根据本发明的一个实施例,根据爆胎抑制偏置对车辆的运动轨迹进行修正,包括:对爆胎抑制偏置取反,以获取车辆的运动轨迹的修正值;根据车辆的运动轨迹的修正值对车辆的运动轨迹进行修正。According to an embodiment of the present invention, correcting the motion track of the vehicle according to the tire burst suppression bias includes: inverting the tire burst suppression bias to obtain a correction value of the vehicle motion track; and correcting the vehicle motion track according to the correction value of the vehicle motion track.
具体而言,当车辆在高速行驶过程中发生爆胎时,车辆的ADAS系统根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,并根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置。在确定爆胎抑制偏置后,对爆胎抑制偏置进行取反,从而可以获得车辆的运动轨迹的修正值。根据修正值对车辆的运动轨迹进行修正,可以确定车辆的目标运动轨迹。例如,车辆前方车轮中的左边车轮发生爆胎,车辆会出现向左偏移,此时施加一个向右的控制力,对车辆原来的行驶轨迹进行修正,使得车辆能够回到原来规划的行驶路径上。ADAS系统根据目标运动轨迹对车辆进行控制,控制车辆按照目标运动轨迹行驶,使车辆可以行驶在安全行驶区域内。当车辆控制趋于稳定,即横摆角和横向加速度趋近于零时,爆胎抑制偏置值趋近于零。Specifically, when a tire blows out while the vehicle is running at high speed, the ADAS system of the vehicle determines the trajectory of the vehicle based on the road condition information around the vehicle, the position information of the vehicle, and the body attitude information of the vehicle, and determines the tire blowout suppression bias based on the body attitude information of the vehicle and the tire blowout location information of the vehicle. After the tire blowout suppression bias is determined, the tire blowout suppression bias is reversed, so that the correction value of the vehicle's motion trajectory can be obtained. Correcting the vehicle's motion trajectory according to the correction value can determine the vehicle's target motion trajectory. For example, if the left wheel of the front wheel of the vehicle blows out, the vehicle will deviate to the left. At this time, a control force to the right is applied to correct the original driving track of the vehicle so that the vehicle can return to the originally planned driving path. The ADAS system controls the vehicle according to the target trajectory, and controls the vehicle to drive according to the target trajectory, so that the vehicle can drive in the safe driving area. When the vehicle control tends to be stable, that is, the yaw angle and the lateral acceleration tend to zero, the puncture suppression bias value tends to zero.
下面结合具体实施例来具体说明如何根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹。How to determine the motion track of the vehicle according to the road condition information around the vehicle, the position information of the vehicle and the posture information of the vehicle body will be specifically described below in conjunction with specific embodiments.
图4为根据本发明的一个实施例的车辆爆胎时的辅助驾驶控制方法的流程图。如图4所示,根据本发明的一个实施例,车辆的车身姿态信息包括车辆的纵向加速度,其中,根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,可包括以下步骤:Fig. 4 is a flow chart of a driving assistance control method when a vehicle tire blows out according to an embodiment of the present invention. As shown in Fig. 4, according to an embodiment of the present invention, the body attitude information of the vehicle includes the longitudinal acceleration of the vehicle, wherein, determining the trajectory of the vehicle according to the road condition information around the vehicle, the position information of the vehicle and the body attitude information of the vehicle may include the following steps:
S201,根据路况信息确定车辆的安全行驶区域。S201. Determine a safe driving area of the vehicle according to road condition information.
具体而言,车辆周围的路况信息包括:车道线与车辆距离、障碍物(相邻车道的车辆等)位置信息、与障碍物的安全距离等。车辆在行驶过程中,车辆周围的路况信息是实时变化的,当车辆发生爆胎时,车辆的运动轨迹发生偏离。为了保障车辆的行驶安全,需要确定车辆的安全行驶区域。Specifically, the road condition information around the vehicle includes: the distance between the lane line and the vehicle, the position information of obstacles (vehicles in adjacent lanes, etc.), the safety distance from obstacles, and the like. During the driving process of the vehicle, the road condition information around the vehicle changes in real time. When the vehicle blows out, the vehicle's trajectory deviates. In order to ensure the driving safety of the vehicle, it is necessary to determine the safe driving area of the vehicle.
具体地,ADAS系统对车辆的横向行为、纵向行为进行规划时,首先需要进行坐标系的统一,即将车辆坐标系、传感器平台感知坐标系、世界坐标系统一成新的规划坐标系,并将规划坐标系进行网格划分,形成栅格地图,然后给每个栅格赋予属性值,属性值即约束和边界。如图5所示,约束跟边界包括:车道线与车辆距离、障碍物位置信息、障碍物未来时刻的位置预测、与障碍物的安全距离,栅格地图中分别对上述约束条件进行赋值,赋值原则为从小到大对应威胁程度的从轻到重,比如随着车道线与车辆的距离逐渐变小,赋予的值越大;比如与障碍物的安全距离越小,赋予的值也会越大;并且针对与障碍物的距离的属性赋值是远高于车道线与车辆距离的属性赋值。约束和边界是在时间区间以及当前任务内进行分配的结果。通过阈值将属性赋值后的栅格地图进行阈值过大的栅格剔除,就可以得到车辆可通行的区域。因此通过约束和边界的筛选,可以得出一个时间和空间上的无碰撞风险的安全区域,即车辆的安全行驶区域,如图6所示,车辆的安全行驶区域为边界所限定的区域,统一的规划坐标系中安全行驶区域的可视化结果如图7所示,安全行驶区域、障碍物、车道线和道路边界均由很多个点云构成。Specifically, when the ADAS system plans the lateral behavior and vertical behavior of the vehicle, it first needs to unify the coordinate system, that is, the vehicle coordinate system, the sensor platform perception coordinate system, and the world coordinate system into a new planning coordinate system, and divide the planning coordinate system into grids to form a grid map, and then assign attribute values to each grid. The attribute values are constraints and boundaries. As shown in Figure 5, the constraints and boundaries include: the distance between the lane line and the vehicle, the position information of the obstacle, the position prediction of the obstacle in the future, and the safe distance from the obstacle. The above constraints are assigned values in the grid map. The assignment principle is from small to large corresponding to the degree of threat from light to heavy. For example, as the distance between the lane line and the vehicle gradually decreases, the greater the value assigned; Constraints and boundaries are the result of assignments made within the time interval and within the current task. Through the threshold value, the grid map after the attribute assignment is performed to remove the grid whose threshold value is too large, and the area that the vehicle can pass through can be obtained. Therefore, through the screening of constraints and boundaries, a safe area without collision risk in time and space can be obtained, that is, the safe driving area of the vehicle. As shown in Figure 6, the safe driving area of the vehicle is the area limited by the boundary. The visualization result of the safe driving area in the unified planning coordinate system is shown in Figure 7. The safe driving area, obstacles, lane lines and road boundaries are all composed of many point clouds.
S202,根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径。S202. Determine a laterally planned path of the vehicle according to the position information of the vehicle and the safe driving area of the vehicle.
根据本发明的一个实施例,车辆的位置信息包括车辆的起始位置,其中,根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径,包括:根据车辆的安全行驶区域确定车辆的目标位置;根据车辆的起始位置与车辆的目标位置之间的横向距离确定多个中间位置;采用N阶多项式拟合车辆的起始位置、车辆的目标位置和多个中间位置,以获得车辆的横向规划路径,其中,多个中间位置的个数由N阶多项式确定,N为正整数。According to an embodiment of the present invention, the position information of the vehicle includes the initial position of the vehicle, wherein, determining the lateral planned path of the vehicle according to the positional information of the vehicle and the safe driving area of the vehicle includes: determining the target position of the vehicle according to the safe driving area of the vehicle; determining a plurality of intermediate positions according to the lateral distance between the initial position of the vehicle and the target position of the vehicle; using an N-order polynomial to fit the initial position of the vehicle, the target position of the vehicle, and a plurality of intermediate positions to obtain the lateral planning path of the vehicle, wherein the number of the multiple intermediate positions is determined by an N-order polynomial, and N is a positive integer.
具体而言,当车辆出现爆胎,车辆已经出现横向偏离的情况下,ADAS系统需规划车辆在安全行驶区域内行驶,例如,可以在安全行驶区域内选择一个点作为车辆的目标位置。车辆开始发生偏离的位置(起始位置)与目标位置之间具有横向距离D0。横向路径规划可以简化为横向距离与时间的变化关系,从而可以建立一个一维空间的关系D-T(距离-时间),如图8所示,其中横坐标表示时间,纵坐标表示横向距离。横向距离与横向距离随时间的变化有无数种可能,可以根据车辆的起始位置与车辆的目标位置之间的横向距离确定多个中间位置,并通过车辆的起始位置、车辆的目标位置和多个中间位置来确定其中的一种可能。由此,可以采用N阶多项式拟合车辆的起始位置、车辆的目标位置和多个中间位置,以获得车辆的横向规划路径。下面以选取三个中间位置,采用五阶多项式获得车辆的横向规划路径来进行举例说明。Specifically, when the vehicle has a tire blowout and the vehicle has deviated laterally, the ADAS system needs to plan the vehicle to drive in the safe driving area. For example, a point in the safe driving area can be selected as the target position of the vehicle. There is a lateral distance D 0 between the position where the vehicle starts to deviate (the starting position) and the target position. Horizontal path planning can be simplified as the relationship between horizontal distance and time, so that a one-dimensional spatial relationship DT (distance-time) can be established, as shown in Figure 8, where the abscissa represents time and the ordinate represents the lateral distance. There are countless possibilities for the lateral distance and the change of the lateral distance over time. Multiple intermediate positions can be determined according to the lateral distance between the initial position of the vehicle and the target position of the vehicle, and one possibility can be determined by the initial position of the vehicle, the target position of the vehicle and multiple intermediate positions. Thus, an N-order polynomial can be used to fit the starting position of the vehicle, the target position of the vehicle and multiple intermediate positions, so as to obtain the laterally planned path of the vehicle. In the following, an example is used to illustrate by selecting three intermediate positions and obtaining the horizontal planning path of the vehicle by using a fifth-order polynomial.
具体地,采用五阶多项式来拟合横向规划路径时考虑到六个边界条件:初始位置、目标位置、初始速度、目标速度、初始加速度、目标加速度,因此横向规划路径的五阶多项式为:D(t)=D0+a1(t-t0)+a2(t-t0)2+a3(t-t0)3+a4(t-t0)4+a5(t-t0)5。D0指初始位置和目标位置的横向距离,t为当前时刻,t0为初始时刻,D(t)为这个一维空间中的横向距离随时间变化的关系,系数a1,a2,a3,a4,a5是未知的,通过已经采样的五个节点(起始位置,三个中间位置和目标位置)可以求解出一组系数值。由此可以得到车辆的横向规划路径。Specifically, when using a fifth-order polynomial to fit the lateral planning path, six boundary conditions are considered: initial position, target position, initial velocity, target velocity, initial acceleration, and target acceleration, so the fifth-order polynomial of the lateral planning path is: D(t)=D 0 +a 1 (tt 0 )+a 2 (tt 0 ) 2 +a 3 (tt 0 ) 3 +a 4 (tt 0 ) 4 +a 5 (tt 0 ) 5 . D 0 refers to the lateral distance between the initial position and the target position, t is the current moment, t 0 is the initial moment, and D(t) is the relationship of the lateral distance in this one-dimensional space with time. The coefficients a 1 , a 2 , a 3 , a 4 , and a 5 are unknown, and a set of coefficient values can be obtained through the five nodes that have been sampled (starting position, three intermediate positions and the target position). From this, the lateral planned path of the vehicle can be obtained.
S203,根据车辆的纵向加速度确定车辆的纵向规划路径。S203. Determine the longitudinal planned path of the vehicle according to the longitudinal acceleration of the vehicle.
根据本发明的一个实施例,根据车辆的纵向加速度确定车辆的纵向规划路径,包括:获取车辆的目标纵向加速度;根据车辆的起始加速度变化至目标纵向加速度的曲线确定车辆的纵向规划路径。According to an embodiment of the present invention, determining the longitudinal planned path of the vehicle according to the longitudinal acceleration of the vehicle includes: acquiring the target longitudinal acceleration of the vehicle; determining the planned longitudinal path of the vehicle according to the curve from the initial acceleration of the vehicle to the target longitudinal acceleration.
具体地,纵向规划路径可以简化为分析纵向加速度和时间的变化关系,从而可以建立一个一维空间的关系a-T(加速度-时间),如图9所示,其中横坐标表示时间,纵坐标表示纵向加速度。其中目标纵向加速度总是从大到小直至零。Specifically, the longitudinal planning path can be simplified as analyzing the relationship between longitudinal acceleration and time, so that a one-dimensional spatial relationship a-T (acceleration-time) can be established, as shown in Figure 9, where the abscissa represents time and the ordinate represents longitudinal acceleration. The target longitudinal acceleration always goes from large to small to zero.
S204,根据横向规划路径和纵向规划路径确定车辆的运动轨迹。S204. Determine the movement track of the vehicle according to the horizontal planning path and the longitudinal planning path.
根据本发明的一个实施例,根据横向规划路径和纵向规划路径确定车辆的运动轨迹,包括:对纵向规划路径进行二次积分处理,以获得车辆的纵向位置随时间变化的曲线;根据横向规划路径和车辆的纵向位置随时间变化的曲线获得相同时刻车辆的横向位置和纵向位置的位置组合;根据位置组合确定车辆的二维运动轨迹;利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹。According to an embodiment of the present invention, determining the trajectory of the vehicle according to the horizontal planning path and the longitudinal planning path includes: performing secondary integration processing on the longitudinal planning path to obtain the curve of the longitudinal position of the vehicle over time; obtaining the position combination of the lateral position and the longitudinal position of the vehicle at the same time according to the horizontal planning path and the curve of the longitudinal position of the vehicle changing over time; determining the two-dimensional trajectory of the vehicle according to the combination of positions;
进一步地,根据本发明的一个实施例,利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹,包括:获取代价函数的期望结果对应的多个不同类型的代价函数;分别根据每个代价函数对车辆的二维运动轨迹进行筛选,获得对应的最小值;对多个最小值进行加权求和,以确定车辆的运动轨迹。Further, according to an embodiment of the present invention, using a cost function to screen the two-dimensional trajectory of the vehicle to determine the trajectory of the vehicle includes: obtaining a plurality of different types of cost functions corresponding to the expected results of the cost function; filtering the two-dimensional trajectory of the vehicle according to each cost function to obtain the corresponding minimum value; performing weighted summation on the multiple minimum values to determine the trajectory of the vehicle.
具体而言,横向规划路径和纵向规划路径都是在安全通行区域内进行的,因此横向规划路径和纵向规划路径的单独规划结果都是潜在的结果,需要将横向规划路径和纵向规划路径进行融合筛选,得出一条最优的控制规划路径。由于纵向规划路径是加速度随时间的变化关系,对纵向规划路径进行二次积分处理,可以得到车辆的纵向位置随时间变化的曲线。根据横向规划路径和车辆的纵向位置随时间变化的曲线,在每个时刻都有无数个横向位置与纵向位置,在相同时刻的车辆的横向位置和纵向位置可以两两组合出无数的排列,排列就是一组组的二维运动轨迹,此时的轨迹是二维离散的轨迹束,如图10所示。因此需要利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹。Specifically, both the horizontal planning path and the vertical planning path are carried out in the safe passage area, so the separate planning results of the horizontal planning path and the vertical planning path are potential results, and the horizontal planning path and the vertical planning path need to be fused and screened to obtain an optimal control planning path. Since the longitudinal planning path is the relationship of the change of acceleration with time, the curve of the longitudinal position of the vehicle with time can be obtained by performing quadratic integral processing on the longitudinal planning path. According to the time-varying curve of the horizontal planning path and the longitudinal position of the vehicle, there are countless lateral positions and longitudinal positions at each moment. The lateral position and longitudinal position of the vehicle at the same time can be combined into countless arrangements. The arrangement is a group of two-dimensional motion trajectories. The trajectory at this time is a two-dimensional discrete trajectory bundle, as shown in Figure 10. Therefore, it is necessary to use the cost function to screen the two-dimensional trajectory of the vehicle to determine the trajectory of the vehicle.
在本发明的一个实施例中,代价函数的期望结果包括:到达目的、避免碰撞、平稳舒适,因此对应设计了五个不同类型的代价函数,代价函数的值越高就表示越不满足要求,这五个代价函数的值的加权求和就是总的代价函数cost()的结果。五个代价函数具体表达为:In one embodiment of the present invention, the expected results of the cost function include: reaching the goal, avoiding collisions, and being stable and comfortable. Therefore, five different types of cost functions are designed correspondingly. The higher the value of the cost function, the less satisfied the requirements are. The weighted sum of the values of these five cost functions is the result of the total cost function cost(). The five cost functions are specifically expressed as:
第一个代价函数到达目的的代价函数cost1。代价函数cost1的值是指起始位置到目标位置的轨迹行驶里程,里程越大,轨迹的代价函数cost1的值就会越大。The cost function cost1 of the first cost function reaching the destination. The value of the cost function cost1 refers to the mileage of the trajectory from the starting position to the target position. The larger the mileage, the greater the value of the cost function cost1 of the trajectory.
第二个代价函数是横向偏移代价函数cost2。代价函数cost2是为了让车辆的横向变化尽量符合车辆动力学,比如震荡的轨迹,矢量方向变化剧烈的轨迹,代价函数cost2的值都相对较高。The second cost function is the lateral offset cost function cost2. The cost function cost2 is to make the lateral change of the vehicle conform to the vehicle dynamics as much as possible. For example, the trajectory of the vibration, the trajectory of the vector direction changes sharply, and the value of the cost function cost2 is relatively high.
第三个代价函数是碰撞风险代价函数cost3。即使是在安全行驶区域内规划出来的横纵向行为关系结果,一样是存在有碰撞风险,当运动轨迹离障碍物的相对距离越近,那么碰撞代价函数cost3的值就会相对较高。The third cost function is the collision risk cost function cost3. Even the horizontal and vertical behavior relationship results planned in the safe driving area still have the risk of collision. When the relative distance between the trajectory and the obstacle is closer, the value of the collision cost function cost3 will be relatively higher.
第四个代价函数是纵向加加速度的代价函数cost4。加加速度是加速度对时间的导数,表示加速度的变化率。当加加速度越大时,车辆刹车越不平稳,代价函数cost4的值越大。The fourth cost function is the cost function cost4 of longitudinal jerk. Jerk is the derivative of acceleration with respect to time and represents the rate of change of acceleration. When the jerk is larger, the vehicle brakes are more unstable, and the value of the cost function cost4 is larger.
第五个代价函数是横向加速度的代价函数cost5。代价函数cost5是为了车辆平稳地换道。比如根据场景分析中规划的本车道保持或者变道,若是本车道保持,横向加速度cost5的值就会相对较大;若是变道,横向加速度cost5的值就会相对较小。The fifth cost function is the cost function cost5 for lateral acceleration. The cost function cost5 is for the vehicle to change lanes smoothly. For example, according to the lane keeping or lane change planned in the scene analysis, if the lane is kept, the value of the lateral acceleration cost5 will be relatively large; if the lane is changed, the value of the lateral acceleration cost5 will be relatively small.
由此,每一组排列结果都能计算出一个cost值,选取一个最小的cost值的组合,对组合内的多个最小的cost值进行加权求和,可以确定车辆的运动轨迹。然后根据爆胎抑制偏置对车辆的运动轨迹进行修正,从而可以确定车辆的目标运动轨迹,并根据目标运动轨迹对车辆进行控制。Thus, a cost value can be calculated for each set of permutation results, a combination of the smallest cost values is selected, and the weighted sum of multiple smallest cost values in the combination can be determined to determine the trajectory of the vehicle. Then, the trajectory of the vehicle is corrected according to the tire blowout suppression bias, so that the target trajectory of the vehicle can be determined, and the vehicle is controlled according to the target trajectory.
当爆胎车辆当前偏离程度较小,车辆轮胎的爆胎位置对车辆控制的影响较小,ADAS系统规划车辆在本车道上行驶,如图11所示的规划结果。当爆胎车辆当前偏离程度较大时,车辆轮胎的爆胎位置对车辆控制的影响较大,无法规划车辆回到本车道内,且角雷达传感器未检测到临车道接近的车辆或无碰撞风险,规划车辆向爆胎侧的方向的车道行驶,如图12所示的规划结果。When the current deviation degree of the punctured vehicle is small, the position of the punctured tire has little influence on the vehicle control, and the ADAS system plans the vehicle to drive in this lane, as shown in Figure 11. When the current deviation of the punctured vehicle is large, the puncture position of the vehicle tire has a great influence on the vehicle control, and the vehicle cannot be planned to return to the lane, and the corner radar sensor does not detect the vehicle approaching the lane or there is no risk of collision. The planned vehicle is to drive in the direction of the punctured side of the lane, as shown in Figure 12. Planning results.
在本发明的一个实施例中,对车辆进行横向控制使用的算法为MPC(ModelPredictive Control,模型预测控制)算法。MPC模型预测控制的过程总结下来就三个步骤:预测模型-对未来一段时间内的输出进行预测;滚动优化-滚动进行有限时域在线优化(最优控制);反馈校正-通过预测误差反馈,修正预测模型,提高预测精度。In one embodiment of the present invention, the algorithm used for lateral control of the vehicle is an MPC (Model Predictive Control, model predictive control) algorithm. The process of MPC model predictive control can be summed up in three steps: forecasting model - predicting the output in a certain period of time in the future; rolling optimization - scrolling for limited time domain online optimization (optimal control); feedback correction - correcting the forecasting model through forecasting error feedback to improve forecasting accuracy.
根据横向规划路径和纵向规划路径确定车辆的运动轨迹就是ADAS系统需要控制车辆行驶的目标轨迹,同时将爆胎抑制偏置在MPC算法的预测模型中对横向规划路径进行误差加权,在反馈校正过程中又会根据车辆的控制状态修正预测模型,调节爆胎抑制的偏置,其中加权值为标定量,可以根据车辆的实际情况进行标定。下一个时刻,ADAS系统又会根据该时刻根据横向规划路径和纵向规划路径确定车辆的运动轨迹和爆胎抑制偏置结果,继续执行MPC算法模型的三个步骤再次修正车辆的控制状态。在接下来的时刻一直反复这个滚动优化、反馈校正过程。因此将确定车辆的运动轨迹和车辆控制很好地结合了起来,在MPC模型的控制中为了消除这一误差,计算出的结果可以理解为加大与爆胎车辆失衡偏离方向的反向方向盘转角,与爆胎时的正确驾驶行为关联起来,同时根基于模型的预测、滚动优化和反馈调节在整个爆胎场景中,在有规划目标行驶轨迹的基础上,通过反馈调节控制误差,达到爆胎时良好控制车辆的目的。The trajectory of the vehicle determined according to the horizontal planning path and the longitudinal planning path is the target trajectory that the ADAS system needs to control the vehicle. At the same time, the tire blowout suppression bias is used to weight the lateral planning path in the prediction model of the MPC algorithm. During the feedback correction process, the prediction model will be corrected according to the control state of the vehicle, and the tire blowout suppression bias will be adjusted. The weighted value is a calibration value, which can be calibrated according to the actual situation of the vehicle. At the next moment, the ADAS system will determine the vehicle’s trajectory and tire blowout suppression bias results based on the horizontal planning path and the longitudinal planning path at that moment, and continue to execute the three steps of the MPC algorithm model to correct the vehicle’s control state again. In the following moments, this rolling optimization and feedback correction process is repeated. Therefore, the determination of the vehicle's trajectory and vehicle control are well combined. In order to eliminate this error in the control of the MPC model, the calculated results can be understood as increasing the reverse steering wheel angle that is out of balance with the tire blowout vehicle, which is associated with the correct driving behavior when the tire blows out.
在本发明的一个实施例中,对车辆进行纵向控制使用的算法为PID(ProportionIntegral Differential,比例积分微分)调节算法。In one embodiment of the present invention, the algorithm used for longitudinal control of the vehicle is a PID (Proportion Integral Differential, proportional integral differential) adjustment algorithm.
在本发明的一些实施例中,当车辆在高速行驶过程中发生爆胎事故时,仪表盘上会有显眼的文字或图片提醒告知驾驶员当前时刻激活了爆胎驾驶辅助功能,ADAS系统会输出扭矩值给电子转向助力系统EPS(Electric Power Steering,电子转向助力系统)进行横向控制,此时会保持一个较大的扭矩输出。若驾驶员以大于设定的力(如>5Nm)进行干预,ADAS系统会退出爆胎驾驶辅助功能。当控制达到预设时间后(假设5s后)车辆已经处于较稳定状态,ADAS系统会控制EPS输出较小的扭矩,当ADAS系统判断车辆的纵向速度已经处于一个安全行驶区域时即提醒驾驶员接管,如此能够很好的实现对车辆横向状态的控制。In some embodiments of the present invention, when a tire blowout accident occurs while the vehicle is running at high speed, there will be conspicuous text or pictures on the instrument panel to inform the driver that the tire blowout driving assistance function is activated at the current moment, and the ADAS system will output the torque value to the electric power steering system EPS (Electric Power Steering, Electronic Power Steering System) for lateral control, and a relatively large torque output will be maintained at this time. If the driver intervenes with a force greater than the set value (eg> 5Nm), the ADAS system will exit the tire blowout driving assistance function. When the control reaches the preset time (assuming that after 5s), the vehicle is already in a relatively stable state, the ADAS system will control the EPS to output a small torque, and when the ADAS system judges that the longitudinal speed of the vehicle is already in a safe driving area, it will remind the driver to take over, so that the control of the lateral state of the vehicle can be well realized.
综上所述,根据本发明实施例的车辆爆胎时的辅助驾驶控制方法,根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,并根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,然后根据爆胎抑制偏置对车辆的运动轨迹进行修正,控制车辆按照目标运动轨迹行驶。由此,该方法在车辆行驶过程中爆胎时,可以确定车辆的运动轨迹和爆胎抑制偏置,并根据爆胎抑制偏置对车辆的运动轨迹进行修正,可以控制车辆按照安全的轨迹行驶,降低了事故发生的概率,保障了乘客的安全。In summary, according to the assisted driving control method when a vehicle tire blows out according to the embodiment of the present invention, the vehicle’s motion track is determined according to the road condition information around the vehicle, the vehicle’s position information, and the vehicle’s body posture information, and the tire blowout suppression bias is determined according to the vehicle’s body posture information and the tire burst position information of the vehicle, and then the vehicle’s motion track is corrected according to the tire blowout suppression bias, and the vehicle is controlled to drive according to the target motion track. Therefore, this method can determine the trajectory of the vehicle and the tire burst suppression bias when the tire blows out while the vehicle is running, and correct the motion trajectory of the vehicle according to the tire burst suppression bias, so that the vehicle can be controlled to drive on a safe trajectory, reducing the probability of accidents and ensuring the safety of passengers.
对应上述实施例,本发明还提出了一种车辆爆胎时的辅助驾驶控制装置。Corresponding to the above-mentioned embodiments, the present invention also proposes an auxiliary driving control device when the tire of the vehicle is blown out.
图13为根据本发明实施例的车辆爆胎时的辅助驾驶控制装置的方框示意图。FIG. 13 is a schematic block diagram of a driving assistance control device when a vehicle tire blows out according to an embodiment of the present invention.
如图13所示,本发明实施例的车辆爆胎时的辅助驾驶控制装置,包括:第一获取模块10、第二获取模块20、第三获取模块30、第四获取模块40、运动轨迹确定模块50、第一确定模块60、轨迹修正模块70和控制模块80。As shown in FIG. 13 , the auxiliary driving control device for vehicle tire blowout according to the embodiment of the present invention includes: a first acquisition module 10 , a second acquisition module 20 , a third acquisition module 30 , a fourth acquisition module 40 , a movement trajectory determination module 50 , a first determination module 60 , a trajectory correction module 70 and a control module 80 .
其中,第一获取模块10用于获取车辆周围的路况信息。第二获取模块20用于获取车辆的位置信息。第三获取模块30用于获取车辆的车身姿态信息。第四获取模块40用于获取车辆轮胎的爆胎位置信息。运动轨迹确定模块50用于根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹。第一确定模块60用于根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,其中,爆胎抑制偏置为轮胎爆胎时产生的偏移。轨迹修正模块70用于根据爆胎抑制偏置对车辆的运动轨迹进行修正,以确定车辆的目标运动轨迹。控制模块80用于根据目标运动轨迹对车辆进行控制。Wherein, the first obtaining module 10 is used for obtaining road condition information around the vehicle. The second obtaining module 20 is used for obtaining the location information of the vehicle. The third acquiring module 30 is used for acquiring body attitude information of the vehicle. The fourth obtaining module 40 is used for obtaining the tire burst location information of the vehicle tire. The motion track determining module 50 is used to determine the motion track of the vehicle according to the road condition information around the vehicle, the position information of the vehicle and the body posture information of the vehicle. The first determination module 60 is used for determining the tire blowout suppression offset according to the body posture information of the vehicle and the tire blowout position information of the vehicle, wherein the tire blowout suppression offset is an offset generated when a tire blows out. The trajectory correction module 70 is used to correct the movement trajectory of the vehicle according to the tire blowout suppression bias, so as to determine the target movement trajectory of the vehicle. The control module 80 is used to control the vehicle according to the target trajectory.
根据本发明的一个实施例,车辆的车身姿态信息包括车辆的横摆角速度和车辆的横向加速度,其中,第一确定模块60根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,具体用于,根据车辆轮胎的爆胎位置信息确定爆胎抑制偏置系数;根据爆胎抑制偏置系数、车辆的横摆角速度和车辆的横向加速度确定爆胎抑制偏置。According to an embodiment of the present invention, the body posture information of the vehicle includes the yaw rate of the vehicle and the lateral acceleration of the vehicle, wherein the first determination module 60 determines the tire blowout suppression bias according to the body posture information of the vehicle and the tire blowout position information of the vehicle tires, and is specifically used to determine the tire blowout suppression bias coefficient according to the tire blowout position information of the vehicle tires; determine the tire blowout suppression bias according to the tire blowout suppression bias coefficient, the yaw rate of the vehicle, and the lateral acceleration of the vehicle.
根据本发明的一个实施例,第一确定模块60通过下述公式计算获得爆胎抑制偏置:According to an embodiment of the present invention, the first determination module 60 calculates and obtains the tire blowout suppression bias through the following formula:
e爆胎=Ai*ω(t)+Bi*dal(t)/dte blowout =A i *ω(t)+B i *da l (t)/dt
其中,e爆胎表示爆胎抑制偏置,Ai和Bi表示爆胎抑制偏置系数,ω(t)表示车辆在t时刻的横摆角速度,al(t)表示车辆在t时刻的横向加速度。Among them, e puncture represents the puncture suppression bias, A i and Bi represent the puncture suppression bias coefficients, ω(t) represents the yaw rate of the vehicle at time t, and a l (t) represents the lateral acceleration of the vehicle at time t.
根据本发明的一个实施例,轨迹修正模块70根据爆胎抑制偏置对车辆的运动轨迹进行修正,具体用于,对爆胎抑制偏置取反,以获取车辆的运动轨迹的修正值;根据车辆的运动轨迹的修正值对车辆的运动轨迹进行修正。According to an embodiment of the present invention, the track correction module 70 corrects the motion track of the vehicle according to the tire blowout suppression bias, and is specifically used to invert the tire blowout suppression bias to obtain a correction value of the vehicle motion track; and correct the vehicle motion track according to the correction value of the vehicle motion track.
根据本发明的一个实施例,车辆的车身姿态信息包括车辆的纵向加速度,其中,运动轨迹确定模块50根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,具体用于,根据路况信息确定车辆的安全行驶区域;根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径;根据车辆的纵向加速度确定车辆的纵向规划路径;根据横向规划路径和纵向规划路径确定车辆的运动轨迹。According to an embodiment of the present invention, the body posture information of the vehicle includes the longitudinal acceleration of the vehicle, wherein the motion trajectory determination module 50 determines the motion trajectory of the vehicle according to the road condition information around the vehicle, the position information of the vehicle and the body posture information of the vehicle, and is specifically used to determine the safe driving area of the vehicle according to the road condition information; determine the horizontal planning path of the vehicle according to the position information of the vehicle and the safe driving area of the vehicle; determine the longitudinal planning path of the vehicle according to the longitudinal acceleration of the vehicle; determine the motion trajectory of the vehicle according to the horizontal planning path and the longitudinal planning path.
根据本发明的一个实施例,车辆的位置信息包括车辆的起始位置,其中,运动轨迹确定模块50根据车辆的位置信息和车辆的安全行驶区域确定车辆的横向规划路径,具体用于,根据车辆的安全行驶区域确定车辆的目标位置;根据车辆的起始位置与车辆的目标位置之间的横向距离确定多个中间位置;采用N阶多项式拟合车辆的起始位置、车辆的目标位置和多个中间位置,以获得车辆的横向规划路径,其中,多个中间位置的个数由N阶多项式确定,N为正整数。According to an embodiment of the present invention, the position information of the vehicle includes the starting position of the vehicle, wherein the motion track determination module 50 determines the lateral planning path of the vehicle according to the position information of the vehicle and the safe driving area of the vehicle, specifically for determining the target position of the vehicle according to the safe driving area of the vehicle; determining a plurality of intermediate positions according to the lateral distance between the initial position of the vehicle and the target position of the vehicle; adopting an N-order polynomial to fit the initial position of the vehicle, the target position of the vehicle and a plurality of intermediate positions to obtain the lateral planning path of the vehicle, wherein the number of the plurality of intermediate positions is determined by an N-order polynomial, N is a positive integer.
根据本发明的一个实施例,运动轨迹确定模块50根据车辆的纵向加速度确定车辆的纵向规划路径,具体用于,获取车辆的目标纵向加速度;根据车辆的起始加速度变化至目标纵向加速度的曲线确定车辆的纵向规划路径。According to an embodiment of the present invention, the motion trajectory determination module 50 determines the longitudinal planning path of the vehicle according to the longitudinal acceleration of the vehicle, specifically for obtaining the target longitudinal acceleration of the vehicle; and determines the longitudinal planning path of the vehicle according to the curve from the initial acceleration of the vehicle to the target longitudinal acceleration.
根据本发明的一个实施例,运动轨迹确定模块50根据横向规划路径和纵向规划路径确定车辆的运动轨迹,具体用于,对纵向规划路径进行二次积分处理,以获得车辆的纵向位置随时间变化的曲线;根据横向规划路径和车辆的纵向位置随时间变化的曲线获得相同时刻车辆的横向位置和纵向位置的位置组合;根据位置组合确定车辆的二维运动轨迹;利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹。According to an embodiment of the present invention, the motion track determination module 50 determines the motion track of the vehicle according to the horizontal planning path and the longitudinal planning path, and is specifically used to perform secondary integration processing on the longitudinal planning path to obtain the curve of the vehicle's longitudinal position changing with time; obtain the position combination of the vehicle's lateral position and longitudinal position at the same time according to the horizontal planning path and the vehicle's longitudinal position changing with time curve; determine the two-dimensional motion track of the vehicle according to the position combination; use a cost function to filter the two-dimensional motion track of the vehicle to determine the vehicle's motion track.
根据本发明的一个实施例,运动轨迹确定模块50利用代价函数对车辆的二维运动轨迹进行筛选,以确定车辆的运动轨迹,具体用于,获取代价函数的期望结果对应的多个不同类型的代价函数;分别根据每个代价函数对车辆的二维运动轨迹进行筛选,获得对应的最小值;对多个最小值进行加权求和,以确定车辆的运动轨迹。According to an embodiment of the present invention, the motion track determining module 50 uses a cost function to screen the two-dimensional motion track of the vehicle to determine the vehicle's motion track, and is specifically used to obtain a plurality of different types of cost functions corresponding to the expected results of the cost function; respectively filter the two-dimensional motion track of the vehicle according to each cost function to obtain a corresponding minimum value; perform weighted summation on the multiple minimum values to determine the vehicle's motion track.
需要说明的是,本发明实施例的车辆爆胎时的辅助驾驶控制装置中未披露的细节,请参照本发明实施例的车辆爆胎时的辅助驾驶控制方法中所披露的细节,具体这里不再赘述。It should be noted that, for the details not disclosed in the driving assistance control device for vehicle tire blowout in the embodiment of the present invention, please refer to the details disclosed in the driving assistance control method for vehicle tire blowout in the embodiment of the present invention, which will not be repeated here.
根据本发明实施例的车辆爆胎时的辅助驾驶控制装置,通过运动轨迹确定模块根据车辆周围的路况信息、车辆的位置信息和车辆的车身姿态信息确定车辆的运动轨迹,通过第一确定模块根据车辆的车身姿态信息和车辆轮胎的爆胎位置信息确定爆胎抑制偏置,然后通过轨迹修正模块根据爆胎抑制偏置对车辆的运动轨迹进行修正,最后由控制模块控制车辆按照目标运动轨迹行驶。由此,该装置在车辆行驶过程中发生爆胎时,可以根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低了事故发生的概率,保障了乘客的安全。According to the auxiliary driving control device when a vehicle tire blows out according to an embodiment of the present invention, the motion track determination module determines the vehicle's motion track according to the road condition information around the vehicle, the vehicle's position information and the vehicle's body attitude information, and the first determination module determines the tire blowout suppression bias according to the vehicle's body posture information and the vehicle tire's tire blowout position information, and then uses the track correction module to correct the vehicle's motion track according to the tire blowout suppression bias, and finally the control module controls the vehicle to drive according to the target motion track. Thus, when a tire blows out while the vehicle is running, the device can correct the motion track of the vehicle according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
对应上述实施例,本发明还提出了一种车辆。Corresponding to the above embodiments, the present invention also provides a vehicle.
图14为根据本发明实施例的车辆的方框示意图。14 is a block schematic diagram of a vehicle according to an embodiment of the present invention.
如图14所示,本发明实施例的车辆200,包括存储器210、处理器220及存储在存储器210上并可在处理器上运行的车辆爆胎时的辅助驾驶控制程序,处理器220执行车辆爆胎时的辅助驾驶控制程序时,实现上述的车辆爆胎时的辅助驾驶控制方法。As shown in FIG. 14 , the vehicle 200 according to the embodiment of the present invention includes a memory 210, a processor 220, and an assisted driving control program stored on the memory 210 and operable on the processor. When the processor 220 executes the assisted driving control program when the vehicle is blown out, the above-mentioned assisted driving control method when the vehicle is blown out is realized.
根据本发明实施例的车辆,通过执行上述的车辆爆胎时的辅助驾驶控制方法,能够在车辆行驶过程中发生爆胎时,据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低事故发生的概率,保障乘客的安全。According to the vehicle according to the embodiment of the present invention, by implementing the above-mentioned assisted driving control method when the vehicle tire blows out, when a tire blows out while the vehicle is running, the motion track of the vehicle can be corrected according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
对应上述实施例,本发明还提出了一种计算机可读存储介质。Corresponding to the foregoing embodiments, the present invention further provides a computer-readable storage medium.
本发明实施例的计算机可读存储介质,其上存储有车辆爆胎时的辅助驾驶控制程序,该车辆爆胎时的辅助驾驶控制程序被处理器执行时,实现上述的车辆爆胎时的辅助驾驶控制方法。The computer-readable storage medium of the embodiment of the present invention stores thereon the assisted driving control program when the vehicle tire blows out. When the vehicle punctured assisted driving control program is executed by the processor, the above-mentioned assisted driving control method when the vehicle tire blows out is realized.
根据本发明实施例的计算机可读存储介质,通过执行上述的车辆爆胎时的辅助驾驶控制方法,能够在车辆行驶过程中发生爆胎时,根据爆胎抑制偏置对车辆的运动轨迹进行修正,以控制车辆按照安全的轨迹行驶,降低事故发生的概率,保障乘客的安全。According to the computer-readable storage medium of the embodiment of the present invention, by executing the above-mentioned assisted driving control method when a vehicle tire blows out, when a tire blows out while the vehicle is running, the motion track of the vehicle can be corrected according to the tire blowout suppression bias, so as to control the vehicle to drive on a safe track, reduce the probability of accidents, and ensure the safety of passengers.
需要说明的是,在流程图中表示或在此以其他方式描述的逻辑和/或步骤,例如,可以被认为是用于实现逻辑功能的可执行指令的定序列表,可以具体实现在任何计算机可读介质中,以供指令执行系统、装置或设备(如基于计算机的系统、包括处理器的系统或其他可以从指令执行系统、装置或设备取指令并执行指令的系统)使用,或结合这些指令执行系统、装置或设备而使用。就本说明书而言,"计算机可读介质"可以是任何可以包含、存储、通信、传播或传输程序以供指令执行系统、装置或设备或结合这些指令执行系统、装置或设备而使用的装置。计算机可读介质的更具体的示例(非穷尽性列表)包括以下:具有一个或多个布线的电连接部(电子装置),便携式计算机盘盒(磁装置),随机存取存储器(RAM),只读存储器(ROM),可擦除可编辑只读存储器(EPROM或闪速存储器),光纤装置,以及便携式光盘只读存储器(CDROM)。另外,计算机可读介质甚至可以是可在其上打印所述程序的纸或其他合适的介质,因为可以例如通过对纸或其他介质进行光学扫描,接着进行编辑、解译或必要时以其他合适方式进行处理来以电子方式获得所述程序,然后将其存储在计算机存储器中。It should be noted that the logic and/or steps shown in the flowchart or otherwise described herein, for example, can be considered as a sequenced list of executable instructions for implementing logical functions, and can be embodied in any computer-readable medium for use by an instruction execution system, device or device (such as a computer-based system, a system including a processor, or other systems that can fetch instructions from an instruction execution system, device or device and execute instructions), or use in combination with these instruction execution systems, devices or devices. For the purposes of this specification, a "computer-readable medium" may be any device that can contain, store, communicate, propagate or transmit a program for use in or in conjunction with an instruction execution system, device or device. More specific examples (non-exhaustive list) of computer-readable media include the following: electrical connections with one or more wires (electronic device), portable computer disk case (magnetic device), random access memory (RAM), read-only memory (ROM), erasable-editable read-only memory (EPROM or flash memory), fiber optic devices, and portable compact disc read-only memory (CDROM). In addition, the computer readable medium may even be paper or other suitable medium on which the program can be printed, since the program can be obtained electronically, for example, by optical scanning of the paper or other medium, followed by editing, interpretation, or other suitable processing as necessary, and then stored in the computer memory.
应当理解,本发明的各部分可以用硬件、软件、固件或它们的组合来实现。在上述实施方式中,多个步骤或方法可以用存储在存储器中且由合适的指令执行系统执行的软件或固件来实现。例如,如果用硬件来实现,和在另一实施方式中一样,可用本领域公知的下列技术中的任一项或他们的组合来实现:具有用于对数据信号实现逻辑功能的逻辑门电路的离散逻辑电路,具有合适的组合逻辑门电路的专用集成电路,可编程门阵列(PGA),现场可编程门阵列(FPGA)等。It should be understood that various parts of the present invention can be realized by hardware, software, firmware or their combination. In the embodiments described above, various steps or methods may be implemented by software or firmware stored in memory and executed by a suitable instruction execution system. For example, if it is implemented in hardware, as in another embodiment, it can be implemented by any one of the following technologies known in the art or their combination: a discrete logic circuit with logic gates for implementing logic functions on data signals, an application specific integrated circuit with suitable combinational logic gates, a programmable gate array (PGA), a field programmable gate array (FPGA), etc.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of this specification, descriptions referring to the terms "one embodiment", "some embodiments", "example", "specific examples", or "some examples" mean that the specific features, structures, materials or characteristics described in conjunction with this embodiment or example are included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
此外,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。在本发明的描述中,“多个”的含义是至少两个,例如两个,三个等,除非另有明确具体的限定。In addition, the terms "first" and "second" are used for descriptive purposes only, and cannot be interpreted as indicating or implying relative importance or implicitly specifying the quantity of indicated technical features. Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one of these features. In the description of the present invention, "plurality" means at least two, such as two, three, etc., unless otherwise specifically defined.
在本发明中,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”、“固定”等术语应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或成一体;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通或两个元件的相互作用关系,除非另有明确的限定。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。In the present invention, unless otherwise clearly specified and limited, the terms "installation", "connection", "connection", "fixation" and other terms should be understood in a broad sense, for example, it may be a fixed connection or a detachable connection, or integrated; it may be a mechanical connection or an electrical connection; it may be a direct connection or an indirect connection through an intermediate medium, and it may be the internal communication of two elements or the interaction relationship between two elements, unless otherwise clearly defined. Those of ordinary skill in the art can understand the specific meanings of the above terms in the present invention according to specific situations.
尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。Although the embodiments of the present invention have been shown and described above, it can be understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and those skilled in the art can change, modify, replace and modify the above embodiments within the scope of the present invention.
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