WO2024045373A1 - Steering wheel rotation angle calculation method, apparatus and device, and readable storage medium - Google Patents

Steering wheel rotation angle calculation method, apparatus and device, and readable storage medium Download PDF

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Publication number
WO2024045373A1
WO2024045373A1 PCT/CN2022/134510 CN2022134510W WO2024045373A1 WO 2024045373 A1 WO2024045373 A1 WO 2024045373A1 CN 2022134510 W CN2022134510 W CN 2022134510W WO 2024045373 A1 WO2024045373 A1 WO 2024045373A1
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WIPO (PCT)
Prior art keywords
target vehicle
vehicle
angle
gravity
center
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PCT/CN2022/134510
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French (fr)
Chinese (zh)
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左志远
黄梓峻
陈宏润
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广州文远知行科技有限公司
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Publication of WO2024045373A1 publication Critical patent/WO2024045373A1/en

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation 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
    • B60W40/10Estimation 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
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2520/00Input parameters relating to overall vehicle dynamics
    • B60W2520/10Longitudinal speed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2520/00Input parameters relating to overall vehicle dynamics
    • B60W2520/12Lateral speed

Definitions

  • This application relates to the field of autonomous driving technology, and in particular to a directional wheel angle calculation method, device, equipment and readable storage medium.
  • the vehicle performing the autonomous driving task can plan a desired driving trajectory on its own based on the surrounding information of the current driving environment.
  • it can adjust the steering wheel in time based on the current trajectory of the vehicle performing the autonomous driving task. corner, so that the current driving trajectory of the vehicle currently performing the autonomous driving task will not deviate too much from the expected driving trajectory planned by the vehicle itself, thereby ensuring that the vehicle performing the autonomous driving task can drive according to the desired driving path planned by itself.
  • Track route travel Therefore, when the current driving trajectory of the vehicle performing the autonomous driving task deviates from the expected driving trajectory planned by the vehicle itself, the vehicle's steering wheel can correct the vehicle's driving direction by adjusting the steering wheel's angle.
  • This application aims to solve at least one of the above technical deficiencies.
  • this application provides a directional wheel angle calculation method, device, equipment and readable storage medium to solve the problem of determining the vehicle directional wheel in the prior art.
  • a method for calculating steering wheel angle including:
  • the first direction wheel turning angle is compensated and calculated to obtain the target direction wheel turning angle of the target vehicle.
  • the step of calculating the reverse stretch rate includes:
  • the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved;
  • the step of performing compensation calculation on the first directional wheel angle to obtain the target directional wheel angle of the target vehicle includes:
  • the target direction wheel angle of the target vehicle is calculated.
  • the center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road on which it is traveling;
  • the linear velocity component at the center of gravity includes the first velocity of the target vehicle's traveling speed along the road tangent direction and the second velocity along the road normal direction;
  • the nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
  • the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity
  • the linear velocity component is simulated as an elliptical trajectory of the center of gravity
  • the forward stretching of the circular trajectory of the center of gravity into an elliptical trajectory of the center of gravity is solved. rates, including:
  • the step of determining the first direction wheel turning angle of the target vehicle includes:
  • the first directional wheel rotation angle is calculated by using the real-time rotation radius of the non-directional wheel and obtaining the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis.
  • determining whether the target vehicle has moved laterally in its traveling direction includes:
  • the traveling direction of the target vehicle has moved laterally.
  • the value range of the preset first threshold is [0°, 20°].
  • a steering wheel angle calculation device including:
  • a first calculation unit configured to determine, at the control terminal of the target vehicle, the first directional wheel turning angle of the target vehicle when the target vehicle's traveling direction moves laterally;
  • the second calculation unit is configured to perform compensation calculations on the first direction wheel turning angle based on the preset reverse stretching rate to obtain the target direction wheel turning angle of the target vehicle.
  • a steering wheel angle calculation device including: one or more processors, and a memory;
  • Computer-readable instructions are stored in the memory. When the computer-readable instructions are executed by the one or more processors, the steps of the directional rotation angle calculation method as described in any one of the foregoing introductions are implemented.
  • a readable storage medium in which computer-readable instructions are stored. When executed by one or more processors, the computer-readable instructions cause one or more processors to implement any of the above introductions.
  • One step of the directional wheel angle calculation method One step of the directional wheel angle calculation method.
  • the directional wheel angle calculation method provided by the embodiment of the present application can determine the first direction of the target vehicle at the control terminal of the target vehicle.
  • the directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
  • Figure 1 is a schematic diagram comparing three driving effects of a vehicle performing driving tasks provided by the embodiment of the present application.
  • Figure 2 is a flow chart of a method for calculating a direction rotation angle provided by an embodiment of the present application
  • Figure 3 is a schematic diagram of the effect of using the linearization method to analyze the real-time motion trajectory of the vehicle provided by the embodiment of the present application;
  • Figure 4 is a schematic diagram of the effect of using the nonlinear method to analyze the real-time motion trajectory of the vehicle provided by the embodiment of the present application;
  • Figure 5 is a schematic structural diagram of a directional wheel angle calculation device according to an example of an embodiment of the present application.
  • Figure 6 is a hardware structure block diagram of a directional rotation angle calculation device disclosed in the embodiment of the present application.
  • the real-time driving trajectory of the vehicle performing the driving task is generally analyzed nonlinearly based on the kinematic equations to obtain the vehicle's forward speed along the body, and based on this, the vehicle's lateral motion is calculated.
  • the nonlinear analysis method requires a large amount of calculation and cannot quickly obtain the steering wheel angle required for the vehicle to move laterally.
  • the calculation of the directional wheel rotation angle of the vehicle for lateral movement needs to be timely, it is necessary to quickly calculate the directional wheel rotation angle required for the vehicle to perform lateral movement while performing the driving task. Therefore, someone Consider approximating the nonlinear analysis and treating the steering wheel rotation trajectory of the vehicle's real-time motion as a circle.
  • Figure 1 illustrates a comparison diagram of three driving effects of a vehicle performing a driving task.
  • the rectangular box represents the obstacles that the vehicle performing the driving task needs to avoid during driving
  • the dotted curve represents the desired trajectory route of the vehicle performing the driving task.
  • the directional turning angle required for the vehicle to perform lateral movement obtained by linear analysis is directly used as the directional turning angle for the vehicle performing the driving task to adjust the driving direction, by following the direction of the vehicle performing the driving task It can be found from the driving trajectory that as the vehicle travels, the vehicle gradually deviates from the vehicle's expected driving trajectory.
  • the driving direction is adjusted as a vehicle performing the driving task.
  • the wheel turning angle by following the driving trajectory of the vehicle performing the driving task, it can be found that as the vehicle travels, the vehicle can drive according to the vehicle's expected driving trajectory.
  • This calculation method can be determined by the control terminal of the target vehicle.
  • the first directional wheel angle of the target vehicle is compensated and calculated to obtain the directional wheel angle of the vehicle's lateral movement, which is helpful to ensure that the vehicle can travel according to the preset driving trajectory.
  • the device that can realize the calculation of the steering angle can be a vehicle-mounted computing terminal, or a tablet computer, a mobile phone, etc. with sufficient computing power. Terminal with data processing capabilities.
  • the process may include the following steps:
  • Step S101 When the traveling direction of the target vehicle moves laterally, the control terminal of the target vehicle determines the first directional wheel turning angle of the target vehicle.
  • the control terminal determines the first direction wheel turning angle of the target vehicle. So that the target direction rotation angle can be determined according to the first direction rotation angle.
  • the method provided by the embodiment of the present application can use linear analysis to obtain the directional wheel angle required when the vehicle performing the driving task makes lateral movement.
  • a preset linear model can be used to calculate the steering angle required when a vehicle performing a driving task makes lateral movement.
  • Step S102 Compensate the first directional wheel angle based on the preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
  • the method provided by the embodiment of the present application can use linearization analysis to obtain the directional wheel rotation angle required when the vehicle performing the driving task performs lateral movement.
  • the method obtained through linearization analysis The steering angle of a vehicle running laterally often has a large error, which can easily cause the vehicle to deviate from the predetermined driving trajectory.
  • the directional wheel angle required for the lateral movement of the vehicle performing the driving task can be obtained by linearization analysis, and then the second directional wheel angle obtained after the angle compensation is used as The target direction wheel rotation angle required for the vehicle performing the driving task to make lateral movement.
  • the first directional wheel turning angle is calculated using a vehicle-mounted computing terminal based on a simplified calculation model, it can be seen from experiments that there is an error in the first directional wheel turning angle calculated using the vehicle-mounted computing terminal based on a simplified calculation model, and it is necessary to use a preset
  • the reverse stretching rate performs error correction on the first direction rotation angle, so that a more accurate direction rotation angle can be obtained.
  • the target vehicle in order to further determine the target direction wheel turning angle required when the vehicle performing the driving task makes lateral movement, after determining the first direction wheel turning angle of the target vehicle, the target vehicle can be further determined based on the preset reverse stretching rate.
  • the first directional wheel angle is compensated and calculated so that the target directional wheel angle of the target vehicle can be obtained.
  • the directional wheel angle calculation method provided by the embodiment of the present application can determine the first directional wheel of the target vehicle at the control terminal of the target vehicle. Rotation angle; after determining the first direction wheel rotation angle, the first direction wheel rotation angle can be compensated and calculated based on the preset reverse stretch rate to obtain the target direction wheel rotation angle of the target vehicle.
  • the directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
  • the directional wheel angle calculation method provided by the embodiment of the present application can perform compensation calculations on the first directional wheel angle based on a preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
  • the calculation process of the preset reverse stretch rate is introduced. This process may include the following steps:
  • Step S201 Decompose the traveling speed of the target vehicle at the center of gravity projection point to obtain the nonlinear speed component and linear speed component at the center of gravity.
  • the method provided by the embodiment of the present application can use a linear analysis method to determine the directional turning angle of the target vehicle.
  • the driving speed of the target vehicle can be decomposed at the projection point of the vehicle's center of gravity on the road where the vehicle is traveling, and the nonlinear speed component and linear speed component of the vehicle at the center of gravity can be obtained respectively. So that the forward stretch ratio can be solved.
  • the center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road;
  • the linear velocity component at the center of gravity includes a first velocity of the target vehicle's traveling speed along the road tangent direction and a second velocity along the road normal direction.
  • the nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
  • ⁇ in the figure represents the steering angle of the front wheel
  • a and b represent the stretch ratio
  • L is the wheelbase of the vehicle. Indicates the angle between the vehicle body orientation and the road direction.
  • Figure 3 is a schematic diagram of the effect of analyzing the real-time motion trajectory of the vehicle using the linearization method provided by the embodiment of the present application
  • Figure 4 is the analysis using the nonlinear method provided by the embodiment of the present application. Schematic diagram of the effect of the vehicle’s real-time movement trajectory;
  • the second rate can be:
  • the third rate may be:
  • the fourth rate may be:
  • Step S202 The nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved.
  • the linearization analysis method is to regard the trajectory of all points on the vehicle around the same center of the circle as an elliptical trajectory when the target vehicle moves laterally.
  • the trajectory formed by all points on the vehicle moving around the same circle center can be regarded as a circular trajectory.
  • the nonlinear velocity component of the target vehicle at the center of gravity can be modeled as a circular trajectory of the center of gravity, and the linear velocity component can be modeled as an elliptical trajectory of the center of gravity.
  • the forward stretch rate of the transformation of the gravity circular trajectory into the gravity elliptical trajectory can be further solved.
  • a preset linear model can be used to calculate the nonlinear speed component, and a preset nonlinear model linear model can be used to calculate the linearized speed component.
  • Step S203 Obtain the reverse stretching rate based on the forward stretching rate.
  • the method provided by the embodiment of the present application can determine the forward stretching rate of the circular trajectory of the center of gravity to the elliptical trajectory of the center of gravity. Based on the forward stretching rate, the center of gravity can be determined The reverse stretch rate for transforming an elliptical trajectory into a centroid circular trajectory. So that it can be used to calculate the target direction rotation angle.
  • the numerical value of the forward stretching rate is equal to the numerical value of the reverse stretching rate.
  • the method provided by the embodiment of the present application can solve the center of gravity circle by simulating the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity and the linear velocity component into an elliptical trajectory of the center of gravity.
  • the reverse stretch ratio is thus determined so that it can be used to calculate the vehicle's target directional wheel angle.
  • the directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle.
  • the deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself and improve the accuracy of vehicle driving.
  • the method provided by the embodiments of the present application can perform compensation calculations on the first direction wheel angle based on a preset reverse stretch rate to obtain the target direction wheel angle of the target vehicle.
  • the process of performing compensation calculations on the first directional wheel angle to obtain the target directional wheel angle of the target vehicle may include the following steps:
  • Step S301 Decompose the traveling speed of the target vehicle at the non-directional wheels to obtain the linear velocity components of the non-directional wheels.
  • the method provided by the embodiment of the present application can use a linear analysis method to decompose the speed of the target vehicle. Therefore, the traveling speed of the target vehicle can be decomposed at the non-directional wheel, From this, the non-directional wheel linear velocity component can be obtained.
  • the non-directional wheel linear velocity component may be a velocity component calculated using a preset linear model.
  • Step S302 use the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, and construct a conversion relationship between the first direction wheel angle, the reverse stretch rate and the target direction wheel angle. Mode.
  • the reverse stretching rate can be used to determine the relationship between the nonlinear velocity component and the linearized velocity component of the target vehicle at the center of gravity projection.
  • the linear trajectory represented by the linear velocity component of the non-directional wheel is corrected, and the conversion relationship between the first direction wheel rotation angle, the reverse stretch rate and the target direction wheel rotation angle is constructed, so that the first direction wheel rotation angle can be And the directional stretch rate is used to calculate the target direction rotation angle.
  • the conversion relationship between the rotation angle in the first direction, the reverse stretch rate and the rotation angle in the target direction may include the following:
  • ⁇ 1 can represent the first direction rotation angle
  • ⁇ 2 can represent the target direction rotation angle.
  • Step S303 Calculate the target directional wheel turning angle of the target vehicle based on the conversion relationship.
  • the above steps can determine the conversion relationship between the first direction rotation angle, the reverse stretch rate and the target direction rotation angle. Therefore, after determining the first direction rotation angle, it can be based on The conversion relational expression and the preset reverse stretching rate are used to calculate the target direction wheel rotation angle of the target vehicle.
  • the method provided by the embodiment of the present application can perform compensation calculation on the first direction wheel angle based on the preset reverse stretching rate to obtain the target direction wheel angle of the target vehicle.
  • the directional wheel angle calculation method provided can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the relationship between the vehicle's current driving trajectory and the vehicle's desired driving trajectory. Deviations between self-planned desired driving trajectory routes and improve vehicle driving accuracy.
  • the method provided by the embodiment of the present application can simulate the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity, and the linear velocity component into an elliptical trajectory of the center of gravity, and solve the transformation of the circular trajectory of the center of gravity into The forward stretching rate of the center of gravity ellipse trajectory is introduced next.
  • the process can include the following steps:
  • Step S401 Compare the first speed and the third speed to obtain a first stretching ratio.
  • the method provided by the embodiment of the present application can decompose the traveling speed of the target vehicle at the center, thereby obtaining the first rate and the third rate, thus The first speed and the third speed can be compared to obtain a first stretch ratio, wherein the first stretch ratio can represent the trajectory stretch ratio of the target vehicle's traveling speed along the road tangent direction, that is, the The stretch ratio of the circular trajectory to the elliptical trajectory along the tangent direction of the road.
  • the calculation formula of the first stretch ratio may include the following:
  • a can represent the first stretching ratio
  • u x may represent the first rate
  • the third rate may be represented
  • It can represent the angle between the body orientation of the target vehicle performing the driving task and the road direction.
  • Step S402 Compare the second speed and the fourth speed to obtain a second stretching ratio.
  • the method provided by the embodiment of the present application can decompose the traveling speed of the target vehicle at the center, thereby obtaining the second rate and the fourth rate, thus The second speed and the fourth speed can be compared to obtain a second stretching ratio, wherein the second stretching ratio can represent the trajectory stretching ratio of the target vehicle's traveling speed along the normal direction of the road, that is, the The stretching ratio of the circular trajectory and the elliptical trajectory along the normal direction of the road.
  • the calculation formula of the second stretch ratio may include the following:
  • b can represent the second stretching ratio
  • the second rate may be represented
  • It can represent the angle between the body orientation of the target vehicle performing the driving task and the road direction.
  • Step S403 Substitute the first stretching ratio and the second stretching ratio into the elliptical curvature formula to obtain the forward stretching ratio.
  • the method provided by the embodiment of the present application can calculate the first stretch ratio and the second stretch ratio
  • the calculation formula of the forward stretch rate may include the following:
  • k 1 may represent the first curvature of determining the instant motion trajectory of the target vehicle at the center of gravity using a preset linear model
  • k 2 may represent the second curvature of the immediate motion trajectory after compensating the directional wheel angle of the target vehicle at the center of gravity;
  • a may represent the first stretch ratio of the speed of the target vehicle at the target point along the tangential direction
  • b may represent the second stretch ratio of the speed of the target vehicle at the target point along the normal direction
  • t can represent the parameters in the parameter expression of the ellipse, and its value range is 0-2 ⁇ . Any value of t determines a point on the elliptical trajectory.
  • the parameters of the circular trajectory and the parameters of the elliptical trajectory have a corresponding relationship.
  • frene and the rectangular coordinate system with the center of the elliptical trajectory as the origin middle The relationship with t can be known:
  • the method provided by the embodiment of the present application can simulate the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity, and the linear velocity component into an elliptical trajectory of the center of gravity, and solve the circular trajectory of the center of gravity
  • the trajectory is transformed to the forward stretch rate of the centroid ellipse trajectory so that the reverse stretch rate can be solved based on the forward stretch rate. So that the first directional wheel angle can be compensated and calculated based on the reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
  • the directional wheel angle calculation method provided by the embodiment of the present application can help reduce The error between the directional rotation angle of the vehicle's lateral movement and the directional rotation angle required to track the vehicle's self-planned desired driving trajectory can effectively reduce the deviation between the vehicle's current driving trajectory and the vehicle's self-planned desired driving trajectory. and improve vehicle driving accuracy.
  • the embodiment of the present application can determine the first directional wheel rotation angle of the target vehicle.
  • the process may include the following steps:
  • Step S501 Obtain the real-time speed of the target vehicle.
  • the vehicle's directional turning angle is related to the vehicle's real-time speed. Therefore, before determining the first directional turning angle of the target vehicle, the target can be obtained first The real-time speed of the vehicle, so that the first direction wheel turning angle can be calculated using the real-time speed of the target vehicle.
  • Step S502 Use a preset linear model to determine the real-time rotation radius of the non-directional wheels of the target vehicle according to the real-time speed.
  • the method provided by the embodiment of the present application can determine the real-time speed of the target vehicle. After determining the real-time speed, the real-time speed can be used to calculate the real-time speed of the non-directional wheels of the target vehicle. turning radius.
  • R can represent the real-time rotation radius of the non-directional wheels of the target vehicle
  • V can represent the real-time speed of the target vehicle
  • W may represent the angular velocity of the target vehicle.
  • Step S503 Use the real-time rotation radius of the non-directional wheel and obtain the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis, and calculate the first directional wheel rotation angle.
  • the method provided by the embodiment of the present application can determine the real-time rotation radius of the non-directional wheel.
  • the directional wheel rotation angle of the target vehicle is related to the real-time rotation radius of the non-directional wheel of the target vehicle. Therefore, After determining the real-time rotation radius of the non-directional wheel, the distance from the midpoint of the directional wheel axis to the midpoint of the non-directional wheel axis of the target vehicle can be further obtained. Then, a preset linear model can be used to calculate the first directional wheel angle, so that it can be used to calculate the target directional wheel angle of the target vehicle.
  • the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis can be recorded as the wheelbase of the target vehicle, and the symbol L can be used to represent the wheelbase of the target vehicle.
  • any other calculation method can also be used to obtain the first direction wheel angle.
  • the first directional wheel turning angle may be calculated using the angle between the body of the target vehicle and the road on which the target vehicle is currently traveling.
  • the instantaneous turning radius of the target vehicle can also be calculated according to a preset nonlinear model, and the first direction wheel turning angle can further be calculated.
  • the calculation formula of the first direction rotation angle can be as follows:
  • can represent the first direction rotation angle
  • L can represent the wheelbase of the target vehicle
  • R may represent the real-time rotation radius of the non-directional wheels of the target vehicle.
  • the method provided by the embodiment of the present application can determine the initial directional wheel turning angle of the vehicle through the real-time turning radius of the non-directional wheel of the vehicle or the instantaneous turning radius of the vehicle or the real-time speed of the vehicle, so that it can be based on
  • the vehicle's initial directional turning angle is used to perform compensation calculations to determine the vehicle's target directional turning angle.
  • the directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle.
  • the deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself and improve the accuracy of vehicle driving.
  • the vehicle when the angle of lateral movement of the target vehicle's traveling direction is not large, it is possible that the vehicle slightly adjusts its current traveling direction, which is not considered to be a lateral movement.
  • the determined error of the first directional wheel rotation angle of the target vehicle is not large, and there is no need to make lateral adjustments to the current driving direction.
  • the target vehicle can directly turn the first directional wheel according to the direction of the target vehicle. Turn the corner to adjust the direction of lateral movement without deviating from the desired driving trajectory.
  • the angle of lateral movement of the target vehicle in the traveling direction exceeds a certain angle, the error in the determined first direction wheel turning angle of the target vehicle at the control terminal of the target vehicle will be too large.
  • the vehicle may It is necessary to change the current driving direction and switch to the lateral movement direction.
  • This process may include the following steps:
  • Step S601 Determine the first angle between the vehicle body orientation of the target vehicle and the road direction.
  • the error in the preset steering angle is related to the angle between the vehicle body orientation and the road direction.
  • the first angle between the vehicle body orientation of the target vehicle and the road direction may be determined first. So that it can be determined whether the vehicle needs to change the current driving direction and make lateral movement by analyzing the size of the first included angle.
  • Step S602 Determine whether the first included angle is greater than a preset first threshold.
  • the size of the first included angle determines the size of the error of the first direction wheel rotation angle. Therefore, after determining the first included angle, it can be determined whether the first included angle is greater than the preset first threshold.
  • the value range of the preset first threshold may be set to [0°, 20°].
  • Step S603 It is determined that the traveling direction of the target vehicle has moved laterally.
  • the method provided by the embodiment of the present application can determine the relationship between the first included angle and the preset first threshold. If the first included angle is greater than the preset first threshold, The first threshold value means that at the control terminal of the target vehicle, the error in the determined first direction wheel turning angle of the target vehicle will be too large, and it is necessary to perform compensation calculations on the determined first direction wheel turning angle, and at the same time It also shows that the target vehicle's traveling direction has moved laterally.
  • the method provided by the embodiment of the present application determines whether the vehicle has moved laterally by analyzing the relationship between the first included angle and the preset first threshold. So that it can be determined whether it is necessary to calculate the steering wheel angle of the vehicle.
  • the directional wheel angle calculation device provided by the embodiment of the present application is described below.
  • the directional wheel angle calculation device described below and the directional wheel angle calculation method described above can be mutually referenced.
  • Figure 5 is a schematic structural diagram of a directional wheel angle calculation device disclosed in an embodiment of the present application.
  • the direction rotation angle calculation device may include:
  • the first calculation unit 101 is configured to determine the first direction wheel turning angle of the target vehicle at the control terminal of the target vehicle when the traveling direction of the target vehicle moves laterally;
  • the second calculation unit 102 is configured to perform compensation calculations on the first directional wheel angle based on a preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
  • the directional wheel angle calculation device provided by the embodiment of the present application can use the first calculation unit 101 to determine the target vehicle's control terminal.
  • the directional wheel angle calculation device provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
  • the step of calculating the reverse stretch rate may include:
  • the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved;
  • the center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road
  • the linear velocity component at the center of gravity includes the first velocity of the target vehicle's traveling speed along the road tangent direction and the second velocity along the road normal direction;
  • the nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
  • the second computing unit 102 may include:
  • a speed component acquisition unit used to decompose the traveling speed of the target vehicle at the non-directional wheels to obtain the non-directional wheel linear speed components
  • a conversion relationship acquisition unit configured to use the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, and construct the first directional wheel rotation angle, the reverse stretch rate and the target directional wheel The conversion relationship of the corner;
  • a target direction wheel angle calculation unit is used to calculate the target direction wheel angle of the target vehicle based on the conversion relationship.
  • the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity
  • the linear velocity component is simulated as an elliptical trajectory of the center of gravity
  • the forward direction of the transformation of the circular trajectory of the center of gravity into the elliptical trajectory of the center of gravity is solved.
  • the execution process of stretch rate may include:
  • the execution process of determining the first direction wheel turning angle of the target vehicle may include:
  • the first directional wheel rotation angle is calculated by using the real-time rotation radius of the non-directional wheel and obtaining the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis.
  • the device may also include:
  • a judgment unit used to judge whether the target vehicle moves laterally in the traveling direction
  • the judgment unit may include:
  • a first angle determination unit configured to determine the first angle between the vehicle body orientation of the target vehicle and the road direction
  • a judgment subunit used to judge whether the first included angle is greater than a preset first threshold
  • a directional movement determination unit is configured to determine that the traveling direction of the target vehicle has moved laterally when the execution result of the determination subunit is that the first included angle is greater than the first threshold.
  • the value range of the preset first threshold may be [0°, 20°].
  • the directional wheel angle calculation device provided by the embodiment of the present application can be applied to directional wheel angle calculation equipment, such as terminals: vehicle-mounted computing terminals, mobile phones, computers, etc.
  • Figure 6 shows a hardware structure block diagram of the steering angle calculation device.
  • the hardware structure of the steering angle calculation device may include: at least one processor 1, at least one communication interface 2, and at least one memory 3 and at least one communication bus 4.
  • the number of the processor 1, the communication interface 2, the memory 3, and the communication bus 4 is at least one, and the processor 1, the communication interface 2, and the memory 3 complete communication with each other through the communication bus 4.
  • the processor 1 may be a central processing unit CPU, or an application specific integrated circuit ASIC (Application Specific Integrated Circuit), or one or more integrated circuits configured to implement embodiments of the present application, etc.;
  • ASIC Application Specific Integrated Circuit
  • Memory 3 may include high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory;
  • the memory stores a program, and the processor can call the program stored in the memory.
  • the program is used to implement each processing flow in the aforementioned terminal direction rotation angle calculation scheme.
  • Embodiments of the present application also provide a readable storage medium that can store a program suitable for execution by a processor.
  • the program is used to implement each processing flow of the aforementioned terminal in the direction rotation angle calculation scheme.

Abstract

A steering wheel rotation angle calculation method, comprising: when transverse movement occurs in the traveling direction of a target vehicle, determining a first steering wheel rotation angle of the target vehicle at a control terminal for the target vehicle; and after the first steering wheel rotation angle is determined, performing compensation calculation on the first steering wheel rotation angle on the basis of a preset reverse stretch rate, so as to obtain a target steering wheel rotation angle of the target vehicle. The method may facilitate a reduction in an error between a steering wheel rotation angle of a vehicle during transverse movement and a steering wheel rotation angle required by a desired traveling trajectory path autonomously planned by the tracked vehicle, such that the deviation between the current traveling trajectory path of the vehicle and the desired traveling trajectory path autonomously planned by the vehicle can be effectively reduced, and the accuracy of vehicle traveling is improved. Further provided are a steering wheel rotation angle calculation apparatus, a steering wheel rotation angle calculation device and a readable storage medium.

Description

方向轮转角计算方法、装置、设备及可读存储介质Steering wheel angle calculation method, device, equipment and readable storage medium
本申请要求于2022年09月01日提交中国专利局、申请号为202211064593.9、发明名称为“方向轮转角计算方法、装置、设备及可读存储介质”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese patent application submitted to the China Patent Office on September 1, 2022, with the application number 202211064593.9 and the invention title "Direction rotation angle calculation method, device, equipment and readable storage medium", and its entire content incorporated herein by reference.
技术领域Technical field
本申请涉及自动驾驶技术领域,尤其涉及一种方向轮转角计算方法、装置、设备及可读存储介质。This application relates to the field of autonomous driving technology, and in particular to a directional wheel angle calculation method, device, equipment and readable storage medium.
背景技术Background technique
随着科学技术的发展,自动驾驶技术也逐渐发展。在实际应用过程中,执行自动驾驶任务的车辆可以根据当前行驶的环境周边信息自行规划出一条期望的行驶轨迹路线,同时可以结合当前执自动行驾驶任务的车辆当前行驶的轨迹路线来及时调整方向盘的转角,以使得当前执行自动驾驶任务的车辆当前的行驶轨迹路线与车辆自行规划的期望的行驶轨迹路线不会偏差太大,从而可以确保执行自动驾驶任务的车辆可以按照自行规划的期望的行驶轨迹路线行驶。因此,当执行自动驾驶任务的车辆当前行驶轨迹路线与车辆自行规划的期望的行驶轨迹路线发生偏差时,车辆的方向盘可以通过调整方向盘的转角来修正车辆的行驶方向。With the development of science and technology, autonomous driving technology has also gradually developed. In actual application, the vehicle performing the autonomous driving task can plan a desired driving trajectory on its own based on the surrounding information of the current driving environment. At the same time, it can adjust the steering wheel in time based on the current trajectory of the vehicle performing the autonomous driving task. corner, so that the current driving trajectory of the vehicle currently performing the autonomous driving task will not deviate too much from the expected driving trajectory planned by the vehicle itself, thereby ensuring that the vehicle performing the autonomous driving task can drive according to the desired driving path planned by itself. Track route travel. Therefore, when the current driving trajectory of the vehicle performing the autonomous driving task deviates from the expected driving trajectory planned by the vehicle itself, the vehicle's steering wheel can correct the vehicle's driving direction by adjusting the steering wheel's angle.
在车辆与车辆行驶的参考线之间的夹角增大时,利用线性模型计算车辆方向轮转角的误差也会增大,因此,利用线性模型计算得到的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角误差变大。When the angle between the vehicle and the reference line on which the vehicle travels increases, the error in calculating the vehicle's directional turning angle using the linear model will also increase. Therefore, the directional turning angle calculated using the linear model does not match the expectation of the tracking vehicle's self-planning. The steering wheel angle error required for the driving trajectory becomes larger.
发明内容Contents of the invention
本申请旨在至少能解决上述的技术缺陷之一,有鉴于此,本申请提供了一种方向轮转角计算方法、装置、设备及可读存储介质,用于解决现有技术中确定车辆方向轮转角误差大的技术缺陷。This application aims to solve at least one of the above technical deficiencies. In view of this, this application provides a directional wheel angle calculation method, device, equipment and readable storage medium to solve the problem of determining the vehicle directional wheel in the prior art. Technical defect of large corner error.
一种方向轮转角计算方法,包括:A method for calculating steering wheel angle, including:
当目标车辆的行驶方向发生横向移动时,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;When the target vehicle's traveling direction moves laterally, at the control terminal of the target vehicle, determine the first direction wheel turning angle of the target vehicle;
基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。Based on the preset reverse stretching rate, the first direction wheel turning angle is compensated and calculated to obtain the target direction wheel turning angle of the target vehicle.
优选地,所述反向拉伸率的计算步骤,包括:Preferably, the step of calculating the reverse stretch rate includes:
在重心投影点对所述目标车辆的行驶速度进行分解,分别获得重心处的非线性速度分量、线性速度分量;Decompose the driving speed of the target vehicle at the center of gravity projection point to obtain the nonlinear speed component and linear speed component at the center of gravity respectively;
将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率;The nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved;
依据所述正向拉伸率,获得所述反向拉伸率。Based on the forward stretching ratio, the reverse stretching ratio is obtained.
优选地,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角的步骤,包括:Preferably, the step of performing compensation calculation on the first directional wheel angle to obtain the target directional wheel angle of the target vehicle includes:
在非方向轮处对所述目标车辆的行驶速度进行分解,得到非方向轮线性速度分量;Decompose the driving speed of the target vehicle at the non-directional wheels to obtain the non-directional wheel linear speed components;
利用所述反向拉伸率对所述非方向轮线性速度分量所表征的线性轨迹进行矫正,构建所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式;Using the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, construct a conversion relationship between the first direction rotation angle, the reverse stretch rate and the target direction rotation angle;
依据所述转换关系式,计算出所述目标车辆的目标方向轮转角。According to the conversion relationship, the target direction wheel angle of the target vehicle is calculated.
优选地,所述重心投影点是目标车辆的重心在行驶的道路上的投影点;Preferably, the center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road on which it is traveling;
所述重心处的线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第一速率及沿道路法线方向的第二速率;The linear velocity component at the center of gravity includes the first velocity of the target vehicle's traveling speed along the road tangent direction and the second velocity along the road normal direction;
所述重心处的非线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第三速率及沿道路法线方向的第四速率。The nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
优选地,所述将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率,包括:Preferably, the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching of the circular trajectory of the center of gravity into an elliptical trajectory of the center of gravity is solved. rates, including:
将所述第一速率、第三速率相比,得到第一拉伸比;Comparing the first speed and the third speed, a first stretching ratio is obtained;
将所述第二速率、第四速率相比,得到第二拉伸比;Comparing the second speed and the fourth speed, a second stretching ratio is obtained;
将所述第一拉伸比、第二拉伸比代入到椭圆曲率公式,获得所述正向拉伸率。Substitute the first stretch ratio and the second stretch ratio into the elliptical curvature formula to obtain the forward stretch ratio.
优选地,确定所述目标车辆的第一方向轮转角的步骤包括:Preferably, the step of determining the first direction wheel turning angle of the target vehicle includes:
获取所述目标车辆的实时速度;Obtain the real-time speed of the target vehicle;
根据所述实时速度,利用预设的线性模型确定所述目标车辆的非方向轮实时转动半径;According to the real-time speed, use a preset linear model to determine the real-time rotation radius of the non-directional wheels of the target vehicle;
利用所述非方向轮实时转动半径,并获取所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离,计算出所述第一方向轮转角。The first directional wheel rotation angle is calculated by using the real-time rotation radius of the non-directional wheel and obtaining the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis.
优选地,判断所述目标车辆的行驶方向是否发生横向移动,包括:Preferably, determining whether the target vehicle has moved laterally in its traveling direction includes:
确定所述目标车辆的车身朝向与道路方向的第一夹角;Determine the first angle between the vehicle body orientation of the target vehicle and the road direction;
判断所述第一夹角是否大于预设的第一阈值;Determine whether the first included angle is greater than a preset first threshold;
若所述第一夹角大于所述第一阈值,则确定所述目标车辆的行驶方向发生横向移动。If the first included angle is greater than the first threshold, it is determined that the traveling direction of the target vehicle has moved laterally.
优选地,所述预设的第一阈值的取值范围为[0°,20°]。Preferably, the value range of the preset first threshold is [0°, 20°].
一种方向轮转角计算装置,包括:A steering wheel angle calculation device, including:
第一计算单元,用于当目标车辆的行驶方向发生横向移动时,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;A first calculation unit configured to determine, at the control terminal of the target vehicle, the first directional wheel turning angle of the target vehicle when the target vehicle's traveling direction moves laterally;
第二计算单元,用于基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。The second calculation unit is configured to perform compensation calculations on the first direction wheel turning angle based on the preset reverse stretching rate to obtain the target direction wheel turning angle of the target vehicle.
一种方向轮转角计算设备,包括:一个或多个处理器,以及存储器;A steering wheel angle calculation device, including: one or more processors, and a memory;
所述存储器中存储有计算机可读指令,所述计算机可读指令被所述一个或多个处理器执行时,实现如前述介绍中任一项所述方向轮转角计算方法的步骤。Computer-readable instructions are stored in the memory. When the computer-readable instructions are executed by the one or more processors, the steps of the directional rotation angle calculation method as described in any one of the foregoing introductions are implemented.
一种可读存储介质,所述可读存储介质中存储有计算机可读指令,所述计算机可读指令被一个或多个处理器执行时,使得一个或多个处理器实现如前述介绍中任一项所述方向轮转角计算方法的步骤。A readable storage medium in which computer-readable instructions are stored. When executed by one or more processors, the computer-readable instructions cause one or more processors to implement any of the above introductions. One step of the directional wheel angle calculation method.
从以上介绍的技术方案可以看出,当目标车辆的行驶方向发生横向移动时,本申请实施例提供的方向轮转角计算方法可以在所述目标车辆的控 制终端,确定所述目标车辆的第一方向轮转角;在确定所述第一方向轮转角之后,可以基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that when the target vehicle moves laterally in the traveling direction, the directional wheel angle calculation method provided by the embodiment of the present application can determine the first direction of the target vehicle at the control terminal of the target vehicle. Directional wheel turning angle; after determining the first directional wheeling angle, the first directional wheeling angle can be compensated and calculated based on the preset reverse stretch rate to obtain the target directional wheeling angle of the target vehicle. The directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
附图说明Description of drawings
为了更清楚地说明本申请实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其它的附图。In order to explain the embodiments of the present application or the technical solutions in the prior art more clearly, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings in the following description are only These are some embodiments of the present application. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without exerting any creative effort.
图1为本申请实施例提供的执行驾驶任务的车辆的三种行驶效果对比示意图Figure 1 is a schematic diagram comparing three driving effects of a vehicle performing driving tasks provided by the embodiment of the present application.
图2为本申请实施例提供的一种实现方向轮转角计算方法的流程图;Figure 2 is a flow chart of a method for calculating a direction rotation angle provided by an embodiment of the present application;
图3为本申请实施例提供的利用线性化方法分析车辆的即时运动轨迹的效果示意图;Figure 3 is a schematic diagram of the effect of using the linearization method to analyze the real-time motion trajectory of the vehicle provided by the embodiment of the present application;
图4为本申请实施例提供的利用非线性化方法分析车辆的即时运动轨迹的效果示意图;Figure 4 is a schematic diagram of the effect of using the nonlinear method to analyze the real-time motion trajectory of the vehicle provided by the embodiment of the present application;
图5为本申请实施例示例的一种方向轮转角计算装置结构示意图;Figure 5 is a schematic structural diagram of a directional wheel angle calculation device according to an example of an embodiment of the present application;
图6为本申请实施例公开的一种方向轮转角计算设备的硬件结构框图。Figure 6 is a hardware structure block diagram of a directional rotation angle calculation device disclosed in the embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本申请一部分实施例, 而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, rather than all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of this application.
在实际应用过程中,一般是根据运动学方程对执行驾驶任务的车辆的即时行驶轨迹做非线性化分析可以得到车辆沿车身向前的速度,并以此为基础计算车辆做横向运动所需要的方向轮转角,然而非线性化分析方法的计算量较大,并不能快速得到车辆做横向运动所需要的方向轮转角。在实际应用过程中,车辆在行驶过程中,由于计算车辆做横向运动的方向轮转角需要保证时效性,因此需要快速计算出执行驾驶任务的车辆做横向运动所需要的方向轮转角,因此,有人考虑将非线性化分析做了近似取值处理,将车辆的即时运动的方向盘转动轨迹视为一个圆形,并以此为基础,对车辆的即时运动做运动学线性化分析,可以快速得到车辆做横向运动所需要的方向轮转角。但是,通过线性化分析所得到的车辆做横向运行的方向轮转角往往误差比较大,容易导致车辆偏离预定的行驶轨迹路线。In practical applications, the real-time driving trajectory of the vehicle performing the driving task is generally analyzed nonlinearly based on the kinematic equations to obtain the vehicle's forward speed along the body, and based on this, the vehicle's lateral motion is calculated. However, the nonlinear analysis method requires a large amount of calculation and cannot quickly obtain the steering wheel angle required for the vehicle to move laterally. In practical applications, when the vehicle is driving, since the calculation of the directional wheel rotation angle of the vehicle for lateral movement needs to be timely, it is necessary to quickly calculate the directional wheel rotation angle required for the vehicle to perform lateral movement while performing the driving task. Therefore, someone Consider approximating the nonlinear analysis and treating the steering wheel rotation trajectory of the vehicle's real-time motion as a circle. Based on this, perform a kinematic linearization analysis of the vehicle's real-time motion to quickly obtain the vehicle's real-time motion. The directional rotation angle required for lateral movement. However, the directional wheel turning angle of a vehicle running laterally obtained through linear analysis often has a large error, which can easily cause the vehicle to deviate from the predetermined driving trajectory.
例如,如下图1所示,图1示例了执行驾驶任务的车辆的三种行驶效果对比示意图。For example, as shown in Figure 1 below, Figure 1 illustrates a comparison diagram of three driving effects of a vehicle performing a driving task.
在图1中,矩形框为执行驾驶任务的车辆在行驶过程中需要躲避的障碍物,虚曲线为执行驾驶任务的车辆期望的形式轨迹路线。In Figure 1, the rectangular box represents the obstacles that the vehicle performing the driving task needs to avoid during driving, and the dotted curve represents the desired trajectory route of the vehicle performing the driving task.
由(b)效果图所示,若直接按照线性化分析得到的车辆做横向运动所需要的方向轮转角作为执行驾驶任务的车辆调整行驶方向的方向轮转角的话,通过跟着执行驾驶任务的车辆的行驶轨迹路线可以发现,随着车辆的行驶,车辆逐渐偏离了车辆的期望行驶轨迹路线。As shown in the rendering (b), if the directional turning angle required for the vehicle to perform lateral movement obtained by linear analysis is directly used as the directional turning angle for the vehicle performing the driving task to adjust the driving direction, by following the direction of the vehicle performing the driving task It can be found from the driving trajectory that as the vehicle travels, the vehicle gradually deviates from the vehicle's expected driving trajectory.
由(c)效果示意图所示,若在按照线性化分析得到的车辆做横向运动所需要的方向轮转角的基础上,加上一个转角补偿角之后再作为执行驾驶任务的车辆调整行驶方向的方向轮转角的话,通过跟着执行驾驶任务的车辆的行驶轨迹路线可以发现,随着车辆的行驶,车辆是可以按照车辆的期望行驶轨迹路线来行驶的。As shown in the schematic diagram of (c), if a steering angle compensation angle is added to the directional wheel rotation angle required for the vehicle to perform lateral movement obtained according to the linear analysis, then the driving direction is adjusted as a vehicle performing the driving task. As for the wheel turning angle, by following the driving trajectory of the vehicle performing the driving task, it can be found that as the vehicle travels, the vehicle can drive according to the vehicle's expected driving trajectory.
由此可知,对线性化分析得到的车辆的方向轮转角做补偿计算是很有必要的。It can be seen from this that it is necessary to perform compensation calculations on the vehicle's directional wheel angle obtained by linear analysis.
鉴于目前大部分的方向轮转角计算方案难以适应复杂多变的业务数据,为此,本申请人研究了一种方向轮转角计算方案,该计算方法可以通过对在目标车辆的控制终端,确定的目标车辆的第一方向轮转角进行补偿计算,得到车辆做横向运动的方向轮转角,有利于确保车辆可以按照预设的行驶轨迹路线行驶。In view of the fact that most of the current directional wheel angle calculation schemes are difficult to adapt to complex and changeable business data, the applicant has studied a directional wheel angle calculation scheme. This calculation method can be determined by the control terminal of the target vehicle. The first directional wheel angle of the target vehicle is compensated and calculated to obtain the directional wheel angle of the vehicle's lateral movement, which is helpful to ensure that the vehicle can travel according to the preset driving trajectory.
本申请可以应用于任意一种可以实现方向轮转角计算的设备中,可选的,可以实现方向轮转角计算的设备可以是车载计算终端,也可以是计算能力足够强大的平板电脑、手机等具有数据处理能力的终端。This application can be applied to any device that can realize the calculation of the steering angle. Optionally, the device that can realize the calculation of the steering angle can be a vehicle-mounted computing terminal, or a tablet computer, a mobile phone, etc. with sufficient computing power. Terminal with data processing capabilities.
下面结合图2,介绍本申请实施例给出的方向轮转角计算方法的流程,该流程可以包括以下几个步骤:The following describes the process of the direction rotation angle calculation method given in the embodiment of the present application with reference to Figure 2. The process may include the following steps:
步骤S101,当目标车辆的行驶方向发生横向移动时,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角。Step S101: When the traveling direction of the target vehicle moves laterally, the control terminal of the target vehicle determines the first directional wheel turning angle of the target vehicle.
具体地,在车辆行驶过程中,当目标车辆的行驶方向发生横向移动时,调整不同的方向所需要的方向轮转角不一样,因此,在本申请实施例提供的方法中,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角。以便可以根据第一方向轮转角来确定目标方向轮转角。Specifically, during the driving process of the vehicle, when the traveling direction of the target vehicle moves laterally, the steering wheel angles required to adjust different directions are different. Therefore, in the method provided by the embodiment of the present application, when the target vehicle The control terminal determines the first direction wheel turning angle of the target vehicle. So that the target direction rotation angle can be determined according to the first direction rotation angle.
例如,为了保证计算时效性,本申请实施例提供的方法可以利用线性化分析得到执行驾驶任务的车辆在做横向运动时所需要的方向轮转角。For example, in order to ensure calculation timeliness, the method provided by the embodiment of the present application can use linear analysis to obtain the directional wheel angle required when the vehicle performing the driving task makes lateral movement.
例如,可以利用预设的线性模型来计算执行驾驶任务的车辆在做横向运动时所需要的方向轮转角。For example, a preset linear model can be used to calculate the steering angle required when a vehicle performing a driving task makes lateral movement.
步骤S102,基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。Step S102: Compensate the first directional wheel angle based on the preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
具体地,由上述介绍可知,本申请实施例提供的方法可以利用线性化分析得到执行驾驶任务的车辆在做横向运动时所需要的方向轮转角,由上述介绍可知,通过线性化分析所得到的车辆做横向运行的方向轮转角往往误差比较大,容易引起车辆偏离预定的行驶轨迹路线。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can use linearization analysis to obtain the directional wheel rotation angle required when the vehicle performing the driving task performs lateral movement. As can be seen from the above introduction, the method obtained through linearization analysis The steering angle of a vehicle running laterally often has a large error, which can easily cause the vehicle to deviate from the predetermined driving trajectory.
为了缩小方向轮转角的误差,可以对利用线性化分析得到执行驾驶任务的车辆在做横向运动时所需要的方向轮转角进行角度补偿之后,再将进 行角度补偿之后得到的第二方向轮转角作为执行驾驶任务的车辆做横向运动所需要的目标方向轮转角。In order to reduce the error of the directional wheel angle, the directional wheel angle required for the lateral movement of the vehicle performing the driving task can be obtained by linearization analysis, and then the second directional wheel angle obtained after the angle compensation is used as The target direction wheel rotation angle required for the vehicle performing the driving task to make lateral movement.
由于所述第一方向轮转角是利用车载计算终端基于简化的计算模型计算得到,根据试验可知,利用车载计算终端基于简化的计算模型计算得到的第一方向轮转角存在误差,需要利用预设的反向拉伸率对所述第一方向轮转角进行误差纠正,以便可以获得更加准确的方向轮转角。Since the first directional wheel turning angle is calculated using a vehicle-mounted computing terminal based on a simplified calculation model, it can be seen from experiments that there is an error in the first directional wheel turning angle calculated using the vehicle-mounted computing terminal based on a simplified calculation model, and it is necessary to use a preset The reverse stretching rate performs error correction on the first direction rotation angle, so that a more accurate direction rotation angle can be obtained.
因此,为了进一步确定执行驾驶任务的车辆在做横向运动时所需要的目标方向轮转角,可以确定所述目标车辆的第一方向轮转角之后,可以进一步基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,以便可以获得所述目标车辆的目标方向轮转角。Therefore, in order to further determine the target direction wheel turning angle required when the vehicle performing the driving task makes lateral movement, after determining the first direction wheel turning angle of the target vehicle, the target vehicle can be further determined based on the preset reverse stretching rate. The first directional wheel angle is compensated and calculated so that the target directional wheel angle of the target vehicle can be obtained.
由上述介绍的技术方案可知,当目标车辆的行驶方向发生横向移动时,本申请实施例提供的方向轮转角计算方法可以在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;在确定所述第一方向轮转角之后,可以基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that when the target vehicle moves laterally in the traveling direction, the directional wheel angle calculation method provided by the embodiment of the present application can determine the first directional wheel of the target vehicle at the control terminal of the target vehicle. Rotation angle; after determining the first direction wheel rotation angle, the first direction wheel rotation angle can be compensated and calculated based on the preset reverse stretch rate to obtain the target direction wheel rotation angle of the target vehicle. The directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
由上述介绍可知,本申请实施例提供的方向轮转角计算方法可以基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。接下来结合图3和图4,介绍所述预设的反向拉伸率的计算过程,该过程可以包括如下几个步骤:As can be seen from the above introduction, the directional wheel angle calculation method provided by the embodiment of the present application can perform compensation calculations on the first directional wheel angle based on a preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle. Next, with reference to Figures 3 and 4, the calculation process of the preset reverse stretch rate is introduced. This process may include the following steps:
步骤S201,在重心投影点对所述目标车辆的行驶速度进行分解,分别获得所述重心处的非线性速度分量、线性速度分量。Step S201: Decompose the traveling speed of the target vehicle at the center of gravity projection point to obtain the nonlinear speed component and linear speed component at the center of gravity.
具体地,由上述介绍可知,本申请实施例提供的方法可以利用线性化分析的方法来确定所述目标车辆的方向轮转角。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can use a linear analysis method to determine the directional turning angle of the target vehicle.
在实际应用过程中,可以在车辆行驶的道路上,在车辆的重心投影点 对所述目标车辆的行驶速度进行分解,分别获得车辆在所述重心处的非线性速度分量、线性速度分量。以便可以求解正向拉伸率。In the actual application process, the driving speed of the target vehicle can be decomposed at the projection point of the vehicle's center of gravity on the road where the vehicle is traveling, and the nonlinear speed component and linear speed component of the vehicle at the center of gravity can be obtained respectively. So that the forward stretch ratio can be solved.
其中,in,
所述重心投影点是目标车辆的重心在行驶的道路上的投影点;The center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road;
所述重心处的线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第一速率及沿道路法线方向的第二速率。The linear velocity component at the center of gravity includes a first velocity of the target vehicle's traveling speed along the road tangent direction and a second velocity along the road normal direction.
所述重心处的非线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第三速率及沿道路法线方向的第四速率。The nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
如图3和图4所示,图中的θ表示方向轮也即前轮的转角,a、b表示拉伸比,L为车辆的轴距,
Figure PCTCN2022134510-appb-000001
表示车辆的车身朝向与道路方向的夹角,图3为本申请实施例提供的利用线性化方法分析车辆的即时运动轨迹的效果示意图;图4为本申请实施例提供的利用非线性化方法分析车辆的即时运动轨迹的效果示意图;
As shown in Figures 3 and 4, θ in the figure represents the steering angle of the front wheel, a and b represent the stretch ratio, and L is the wheelbase of the vehicle.
Figure PCTCN2022134510-appb-000001
Indicates the angle between the vehicle body orientation and the road direction. Figure 3 is a schematic diagram of the effect of analyzing the real-time motion trajectory of the vehicle using the linearization method provided by the embodiment of the present application; Figure 4 is the analysis using the nonlinear method provided by the embodiment of the present application. Schematic diagram of the effect of the vehicle’s real-time movement trajectory;
记所述第一速率为:u xDescribe the first rate as: u x ;
则第二速率可以为:
Figure PCTCN2022134510-appb-000002
Then the second rate can be:
Figure PCTCN2022134510-appb-000002
所述第三速率可以为:
Figure PCTCN2022134510-appb-000003
The third rate may be:
Figure PCTCN2022134510-appb-000003
所述第四速率可以为:
Figure PCTCN2022134510-appb-000004
The fourth rate may be:
Figure PCTCN2022134510-appb-000004
步骤S202,将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率。Step S202: The nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved.
具体地,在实际应用过程中,当车辆在做横向运动时,车辆上的所有点都围绕着同一个圆心做轨迹移动,以此来完成方向的调整。Specifically, in actual application, when the vehicle is moving laterally, all points on the vehicle move around the same circle center to complete the direction adjustment.
线性化分析方法是将所述目标车辆在做横向运动时车辆上所有的点围绕着同一个圆心做的轨迹视为一个椭圆形轨迹。The linearization analysis method is to regard the trajectory of all points on the vehicle around the same center of the circle as an elliptical trajectory when the target vehicle moves laterally.
在实际行驶过程中,当车辆在做横向运动时,车辆上的所有点都围绕着同一个圆心做轨迹移动所形成的轨迹可以视为一个圆形轨迹。In the actual driving process, when the vehicle is moving laterally, the trajectory formed by all points on the vehicle moving around the same circle center can be regarded as a circular trajectory.
在本申请实施例提供的方法中,可以将所述目标车辆在所述重心处的非线性速度分量拟化为重心圆形轨迹,将线性速度分量拟化为重心椭圆轨迹,在得到重心圆形轨迹和重心椭圆轨迹之后,可以进一步求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率。In the method provided by the embodiment of the present application, the nonlinear velocity component of the target vehicle at the center of gravity can be modeled as a circular trajectory of the center of gravity, and the linear velocity component can be modeled as an elliptical trajectory of the center of gravity. After obtaining the circular trajectory of the center of gravity, After the trajectory and the gravity elliptical trajectory are determined, the forward stretch rate of the transformation of the gravity circular trajectory into the gravity elliptical trajectory can be further solved.
其中,为了提高计算效率,可以利用预设的线性模型计算所述非线性化速度分量,可以利用预设的非线性模型线性模型计算所述线性化速度分量。In order to improve calculation efficiency, a preset linear model can be used to calculate the nonlinear speed component, and a preset nonlinear model linear model can be used to calculate the linearized speed component.
步骤S203,依据所述正向拉伸率,获得所述反向拉伸率。Step S203: Obtain the reverse stretching rate based on the forward stretching rate.
具体地,由上述介绍可知,本申请实施例提供的方法可以确定所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率,基于所述正向拉伸率,则可以确定所述重心椭圆形轨迹变换到重心圆形轨迹的反向拉伸率。以便可以用来计算目标方向轮转角。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can determine the forward stretching rate of the circular trajectory of the center of gravity to the elliptical trajectory of the center of gravity. Based on the forward stretching rate, the center of gravity can be determined The reverse stretch rate for transforming an elliptical trajectory into a centroid circular trajectory. So that it can be used to calculate the target direction rotation angle.
其中,所述正向拉伸率的数值与所述反向拉伸率的数值相等。Wherein, the numerical value of the forward stretching rate is equal to the numerical value of the reverse stretching rate.
由上述介绍的技术方案可知,本申请实施例提供的方法可以通过将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率。从而确定反向拉伸率,以便可以用来计算车辆的目标方向轮转角。本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that the method provided by the embodiment of the present application can solve the center of gravity circle by simulating the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity and the linear velocity component into an elliptical trajectory of the center of gravity. The positive stretch rate of transforming the rectangular trajectory into the centroid elliptical trajectory. The reverse stretch ratio is thus determined so that it can be used to calculate the vehicle's target directional wheel angle. The directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
在实际应用过程中,本申请实施例提供的方法可以基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角,接下来介绍对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角的过程,该过程可以包括如下几个步骤:In actual application, the method provided by the embodiments of the present application can perform compensation calculations on the first direction wheel angle based on a preset reverse stretch rate to obtain the target direction wheel angle of the target vehicle. The following is introduced The process of performing compensation calculations on the first directional wheel angle to obtain the target directional wheel angle of the target vehicle may include the following steps:
步骤S301,在非方向轮处对所述目标车辆的行驶速度进行分解,得到非方向轮线性速度分量。Step S301: Decompose the traveling speed of the target vehicle at the non-directional wheels to obtain the linear velocity components of the non-directional wheels.
具体地,由上述介绍可知,本申请实施例提供的方法可以利用线性化 分析方法对所述目标车辆的速度进行分解,因此,可以在非方向轮处对所述目标车辆的行驶速度进行分解,由此可以得到非方向轮线性速度分量。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can use a linear analysis method to decompose the speed of the target vehicle. Therefore, the traveling speed of the target vehicle can be decomposed at the non-directional wheel, From this, the non-directional wheel linear velocity component can be obtained.
其中,所述非方向轮线性速度分量可以为利用预设的线性模型计算得到的速度分量。Wherein, the non-directional wheel linear velocity component may be a velocity component calculated using a preset linear model.
步骤S302,利用所述反向拉伸率对所述非方向轮线性速度分量所表征的线性轨迹进行矫正,构建所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式。Step S302, use the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, and construct a conversion relationship between the first direction wheel angle, the reverse stretch rate and the target direction wheel angle. Mode.
具体地,在确定所述非方向轮线性速度分量之后,可以根据所述目标车辆在重心投影处的非线性化速度分量与线性化速度分量之间的关系,利用所述反向拉伸率对所述非方向轮线性速度分量所表征的线性轨迹进行矫正,构建所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式,以便可以依据所述第一方向轮转角以及所述方向拉伸率计算所述目标方向轮转角。Specifically, after determining the linear velocity component of the non-directional wheel, the reverse stretching rate can be used to determine the relationship between the nonlinear velocity component and the linearized velocity component of the target vehicle at the center of gravity projection. The linear trajectory represented by the linear velocity component of the non-directional wheel is corrected, and the conversion relationship between the first direction wheel rotation angle, the reverse stretch rate and the target direction wheel rotation angle is constructed, so that the first direction wheel rotation angle can be And the directional stretch rate is used to calculate the target direction rotation angle.
其中,所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式可以包括如下:Wherein, the conversion relationship between the rotation angle in the first direction, the reverse stretch rate and the rotation angle in the target direction may include the following:
Figure PCTCN2022134510-appb-000005
Figure PCTCN2022134510-appb-000005
其中,in,
Figure PCTCN2022134510-appb-000006
可以表示所述预设的反向拉伸率;
Figure PCTCN2022134510-appb-000006
It can represent the preset reverse stretch rate;
θ 1可以表示所述第一方向轮转角; θ 1 can represent the first direction rotation angle;
θ 2可以表示所述目标方向轮转角。 θ 2 can represent the target direction rotation angle.
步骤S303,依据所述转换关系式,计算出所述目标车辆的目标方向轮转角。Step S303: Calculate the target directional wheel turning angle of the target vehicle based on the conversion relationship.
具体地,由上述介绍可知,上述步骤可以确定所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式,因此,在确定所述第一方向轮转角之后,可以依据所述转换关系式以及所述预设的反向拉伸率,计算出所述目标车辆的目标方向轮转角。Specifically, it can be seen from the above introduction that the above steps can determine the conversion relationship between the first direction rotation angle, the reverse stretch rate and the target direction rotation angle. Therefore, after determining the first direction rotation angle, it can be based on The conversion relational expression and the preset reverse stretching rate are used to calculate the target direction wheel rotation angle of the target vehicle.
由上述介绍可知,本申请实施例提供的方法可以基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角,本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。As can be seen from the above introduction, the method provided by the embodiment of the present application can perform compensation calculation on the first direction wheel angle based on the preset reverse stretching rate to obtain the target direction wheel angle of the target vehicle. The directional wheel angle calculation method provided can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the relationship between the vehicle's current driving trajectory and the vehicle's desired driving trajectory. Deviations between self-planned desired driving trajectory routes and improve vehicle driving accuracy.
由上述介绍可知,本申请实施例提供的方法可以将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率,接下来介绍该过程,该过程可以包括如下几个步骤:As can be seen from the above introduction, the method provided by the embodiment of the present application can simulate the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity, and the linear velocity component into an elliptical trajectory of the center of gravity, and solve the transformation of the circular trajectory of the center of gravity into The forward stretching rate of the center of gravity ellipse trajectory is introduced next. The process can include the following steps:
步骤S401,将所述第一速率、第三速率相比,得到第一拉伸比。Step S401: Compare the first speed and the third speed to obtain a first stretching ratio.
具体地,由上述介绍可知,本申请实施例提供的方法可以将所述目标车辆在所述中心处的行驶速度进行分解,由此可以得到所述第一速率、所述第三速率,由此可以将所述第一速率、第三速率相比,得到第一拉伸比,其中,所述第一拉伸比可以表征目标车辆的行驶速度沿道路切线方向的轨迹拉伸比,即所述圆形轨迹与所述椭圆形轨迹在沿道路切线方向的拉伸比。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can decompose the traveling speed of the target vehicle at the center, thereby obtaining the first rate and the third rate, thus The first speed and the third speed can be compared to obtain a first stretch ratio, wherein the first stretch ratio can represent the trajectory stretch ratio of the target vehicle's traveling speed along the road tangent direction, that is, the The stretch ratio of the circular trajectory to the elliptical trajectory along the tangent direction of the road.
所述第一拉伸比的计算公式可以包括如下:The calculation formula of the first stretch ratio may include the following:
Figure PCTCN2022134510-appb-000007
Figure PCTCN2022134510-appb-000007
其中,in,
a可以表示所述第一拉伸比;a can represent the first stretching ratio;
u x可以表示所述第一速率; u x may represent the first rate;
Figure PCTCN2022134510-appb-000008
可以表示所述第三速率;
Figure PCTCN2022134510-appb-000008
The third rate may be represented;
Figure PCTCN2022134510-appb-000009
可以表示执行驾驶任务的目标车辆的车身朝向与道路方向的夹角。
Figure PCTCN2022134510-appb-000009
It can represent the angle between the body orientation of the target vehicle performing the driving task and the road direction.
步骤S402,将所述第二速率、第四速率相比,得到第二拉伸比。Step S402: Compare the second speed and the fourth speed to obtain a second stretching ratio.
具体地,由上述介绍可知,本申请实施例提供的方法可以将所述目标车辆在所述中心处的行驶速度进行分解,由此可以得到所述第二速率、所 述第四速率,由此可以将所述第二速率、第四速率相比,得到第二拉伸比,其中,所述第二拉伸比可以表征目标车辆的行驶速度沿道路法线方向的轨迹拉伸比,即所述圆形轨迹与所述椭圆形轨迹在沿道路法线方向的拉伸比。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can decompose the traveling speed of the target vehicle at the center, thereby obtaining the second rate and the fourth rate, thus The second speed and the fourth speed can be compared to obtain a second stretching ratio, wherein the second stretching ratio can represent the trajectory stretching ratio of the target vehicle's traveling speed along the normal direction of the road, that is, the The stretching ratio of the circular trajectory and the elliptical trajectory along the normal direction of the road.
所述第二拉伸比的计算公式可以包括如下:The calculation formula of the second stretch ratio may include the following:
Figure PCTCN2022134510-appb-000010
Figure PCTCN2022134510-appb-000010
其中,in,
b可以表示所述第二拉伸比;b can represent the second stretching ratio;
Figure PCTCN2022134510-appb-000011
可以表示所述第二速率;
Figure PCTCN2022134510-appb-000011
The second rate may be represented;
Figure PCTCN2022134510-appb-000012
可以表示所述第四速率;
Figure PCTCN2022134510-appb-000012
can represent the fourth rate;
Figure PCTCN2022134510-appb-000013
可以表示执行驾驶任务的目标车辆的车身朝向与道路方向的夹角。
Figure PCTCN2022134510-appb-000013
It can represent the angle between the body orientation of the target vehicle performing the driving task and the road direction.
步骤S403,将所述第一拉伸比、第二拉伸比代入到椭圆曲率公式,获得所述正向拉伸率。Step S403: Substitute the first stretching ratio and the second stretching ratio into the elliptical curvature formula to obtain the forward stretching ratio.
具体地,由上述介绍的技术方案可知,本申请实施例提供的方法可以计算得到所述第一拉伸比与所述第二拉伸比,Specifically, it can be known from the technical solution introduced above that the method provided by the embodiment of the present application can calculate the first stretch ratio and the second stretch ratio,
将所述第一拉伸比、第二拉伸比代入到椭圆曲率公式,获得所述正向拉伸率。Substitute the first stretch ratio and the second stretch ratio into the elliptical curvature formula to obtain the forward stretch ratio.
所述正向拉伸率的计算公式可以包括如下:The calculation formula of the forward stretch rate may include the following:
Figure PCTCN2022134510-appb-000014
Figure PCTCN2022134510-appb-000014
其中,in,
k 1可以表示利用预设的线性模型确定所述目标车辆在所述重心处的即时运动轨迹的第一曲率; k 1 may represent the first curvature of determining the instant motion trajectory of the target vehicle at the center of gravity using a preset linear model;
k 2可以表示对所述目标车辆在所述重心处的方向轮转角进行补偿后的即时运动轨迹的第二曲率; k 2 may represent the second curvature of the immediate motion trajectory after compensating the directional wheel angle of the target vehicle at the center of gravity;
a可以表示所述目标车辆在所述目标点的速度沿切线方向的第一拉伸比;a may represent the first stretch ratio of the speed of the target vehicle at the target point along the tangential direction;
b可以表示所述目标车辆在所述目标点的速度沿法线方向的第二拉伸比;b may represent the second stretch ratio of the speed of the target vehicle at the target point along the normal direction;
t可以表示椭圆的参数表达式中的参数,其取值范围为0-2π,t的任一取值,确定椭圆轨迹上的一个点。从圆形轨迹拉伸为椭圆轨迹时,圆形轨迹的参数和椭圆轨迹的参数具有对应关系,相应的,在本实施例中,根据车身坐标系frenet与以椭圆轨迹中心为原点的直角坐标系中
Figure PCTCN2022134510-appb-000015
与t的关系,可知:
t can represent the parameters in the parameter expression of the ellipse, and its value range is 0-2π. Any value of t determines a point on the elliptical trajectory. When stretching from a circular trajectory to an elliptical trajectory, the parameters of the circular trajectory and the parameters of the elliptical trajectory have a corresponding relationship. Correspondingly, in this embodiment, according to the body coordinate system frene and the rectangular coordinate system with the center of the elliptical trajectory as the origin middle
Figure PCTCN2022134510-appb-000015
The relationship with t can be known:
Figure PCTCN2022134510-appb-000016
when
Figure PCTCN2022134510-appb-000016
Figure PCTCN2022134510-appb-000017
when
Figure PCTCN2022134510-appb-000017
由上述介绍的技术方案可知,本申请实施例提供的方法可以将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率,以便可以依据所述正向拉伸率来求解所述反向拉伸率。以便可以基于所述反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角,本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that the method provided by the embodiment of the present application can simulate the nonlinear velocity component at the center of gravity into a circular trajectory of the center of gravity, and the linear velocity component into an elliptical trajectory of the center of gravity, and solve the circular trajectory of the center of gravity The trajectory is transformed to the forward stretch rate of the centroid ellipse trajectory so that the reverse stretch rate can be solved based on the forward stretch rate. So that the first directional wheel angle can be compensated and calculated based on the reverse stretch rate to obtain the target directional wheel angle of the target vehicle. The directional wheel angle calculation method provided by the embodiment of the present application can help reduce The error between the directional rotation angle of the vehicle's lateral movement and the directional rotation angle required to track the vehicle's self-planned desired driving trajectory can effectively reduce the deviation between the vehicle's current driving trajectory and the vehicle's self-planned desired driving trajectory. and improve vehicle driving accuracy.
由上述介绍可知,本申请实施例可以确定所述目标车辆的第一方向轮转角,接下来介绍该过程,该过程可以包括如下几个步骤:As can be seen from the above introduction, the embodiment of the present application can determine the first directional wheel rotation angle of the target vehicle. Next, the process will be introduced. The process may include the following steps:
步骤S501,获取所述目标车辆的实时速度。Step S501: Obtain the real-time speed of the target vehicle.
具体地,在实际应用过程中,当车辆发生横向移动时,车辆的方向轮转角与车辆的实时速度有关,因此,在确定所述目标车辆的第一方向轮转角之前,可以先获取所述目标车辆的实时速度,以便可以利用所述目标车辆的实时速度来计算所述第一方向轮转角。Specifically, in actual application, when the vehicle moves laterally, the vehicle's directional turning angle is related to the vehicle's real-time speed. Therefore, before determining the first directional turning angle of the target vehicle, the target can be obtained first The real-time speed of the vehicle, so that the first direction wheel turning angle can be calculated using the real-time speed of the target vehicle.
步骤S502,根据所述实时速度,利用预设的线性模型确定所述目标车辆的非方向轮实时转动半径。Step S502: Use a preset linear model to determine the real-time rotation radius of the non-directional wheels of the target vehicle according to the real-time speed.
具体地,由上述介绍可知,本申请实施例提供的方法可以确定所述目标车辆的实时速度,在确定所述实时速度之后,可以用所述实时速度来计算所述目标车辆的非方向轮实时转动半径。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can determine the real-time speed of the target vehicle. After determining the real-time speed, the real-time speed can be used to calculate the real-time speed of the non-directional wheels of the target vehicle. turning radius.
其中,in,
计算所述非方向轮实时转动半径可以参考如下计算公式:To calculate the real-time rotation radius of the non-directional wheel, you can refer to the following calculation formula:
Figure PCTCN2022134510-appb-000018
Figure PCTCN2022134510-appb-000018
其中,in,
R可以表示所述目标车辆的非方向轮实时转动半径;R can represent the real-time rotation radius of the non-directional wheels of the target vehicle;
V可以表示所述目标车辆的实时速度;V can represent the real-time speed of the target vehicle;
W可以表示所述目标车辆的角速度。W may represent the angular velocity of the target vehicle.
步骤S503,利用所述非方向轮实时转动半径,并获取所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离,计算出所述第一方向轮转角。Step S503: Use the real-time rotation radius of the non-directional wheel and obtain the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis, and calculate the first directional wheel rotation angle.
具体地,由上述介绍可知,本申请实施例提供的方法可以确定所述非方向轮实时转动半径,所述目标车辆的方向轮转角与所述目标车辆的非方向轮实时转动半径有关,因此,在确定所述非方向轮实时转动半径之后,可以进一步获取所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离。继而可以利用预设的线性模型计算所述第一方向轮转角,以便可以用来计算所述目标车辆的目标方向轮转角。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can determine the real-time rotation radius of the non-directional wheel. The directional wheel rotation angle of the target vehicle is related to the real-time rotation radius of the non-directional wheel of the target vehicle. Therefore, After determining the real-time rotation radius of the non-directional wheel, the distance from the midpoint of the directional wheel axis to the midpoint of the non-directional wheel axis of the target vehicle can be further obtained. Then, a preset linear model can be used to calculate the first directional wheel angle, so that it can be used to calculate the target directional wheel angle of the target vehicle.
其中,可将所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离记为所述目标车辆的轴距,可以用符号L表示所述目标车辆的轴距。Wherein, the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis can be recorded as the wheelbase of the target vehicle, and the symbol L can be used to represent the wheelbase of the target vehicle.
除此之外,还可以利用其它任意计算方法获取所述第一方向轮转角。In addition, any other calculation method can also be used to obtain the first direction wheel angle.
例如,可以利用所述目标车辆的车身与所述目标车辆当前行驶的道路之间的夹角来计算所述第一方向轮转角。For example, the first directional wheel turning angle may be calculated using the angle between the body of the target vehicle and the road on which the target vehicle is currently traveling.
还可以根据预设的非线性模型来计算所述目标车辆的瞬时转弯半径,进一步计算所述第一方向轮转角。The instantaneous turning radius of the target vehicle can also be calculated according to a preset nonlinear model, and the first direction wheel turning angle can further be calculated.
例如,所述第一方向轮转角的计算公式可以如下:For example, the calculation formula of the first direction rotation angle can be as follows:
Figure PCTCN2022134510-appb-000019
Figure PCTCN2022134510-appb-000019
其中,in,
θ可以表示所述第一方向轮转角;θ can represent the first direction rotation angle;
L可以表示所述目标车辆的轴距;L can represent the wheelbase of the target vehicle;
R可以表示所述目标车辆的非方向轮实时转动半径。R may represent the real-time rotation radius of the non-directional wheels of the target vehicle.
由上述介绍的技术方案可知,本申请实施例提供的方法可以通过车辆的非方向轮的实时转动半径或车辆的瞬时转弯半径或车辆的实时速度,来确定车辆的初始方向轮转角,以便可以依据车辆的初始方向轮转角来进行补偿计算来确定车辆的目标方向轮转角。本申请实施例提供的方向轮转角计算方法可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that the method provided by the embodiment of the present application can determine the initial directional wheel turning angle of the vehicle through the real-time turning radius of the non-directional wheel of the vehicle or the instantaneous turning radius of the vehicle or the real-time speed of the vehicle, so that it can be based on The vehicle's initial directional turning angle is used to perform compensation calculations to determine the vehicle's target directional turning angle. The directional wheel angle calculation method provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
在实际应用过程中,当所述目标车辆的行驶方向发生横向移动的角度不大时,有可能车辆是轻微调整当前的行驶方向,不算是要做横向移动。在所述目标车辆的控制终端,确定的所述目标车辆的第一方向轮转角的误差不大,不需要将当前的行驶方向做横向调整,所述目标车辆可以直接按照所述第一方向轮转角来调整横向运动的方向,不会偏离期望的行驶轨迹路线。当所述目标车辆的行驶方向发生横向移动的角度超过一定的角度时,在所述目标车辆的控制终端,确定的所述目标车辆的第一方向轮转角的误差会偏大,此时车辆可能需要改变当前的行驶方向,转而做横向移动方向,接下来,介绍如何判断所述目标车辆的行驶方向是否发生横向移动的过程,该过程可以包括如下几个步骤:In actual application, when the angle of lateral movement of the target vehicle's traveling direction is not large, it is possible that the vehicle slightly adjusts its current traveling direction, which is not considered to be a lateral movement. At the control terminal of the target vehicle, the determined error of the first directional wheel rotation angle of the target vehicle is not large, and there is no need to make lateral adjustments to the current driving direction. The target vehicle can directly turn the first directional wheel according to the direction of the target vehicle. Turn the corner to adjust the direction of lateral movement without deviating from the desired driving trajectory. When the angle of lateral movement of the target vehicle in the traveling direction exceeds a certain angle, the error in the determined first direction wheel turning angle of the target vehicle at the control terminal of the target vehicle will be too large. At this time, the vehicle may It is necessary to change the current driving direction and switch to the lateral movement direction. Next, we will introduce the process of how to determine whether the target vehicle's driving direction has moved laterally. This process may include the following steps:
步骤S601,确定所述目标车辆的车身朝向与道路方向的第一夹角。Step S601: Determine the first angle between the vehicle body orientation of the target vehicle and the road direction.
具体地,当车辆的形式发生横向移动时。利用预设的方向轮转角的误差与车辆的车身朝向与道路方向之间的夹角有关。Specifically, when the vehicle's form shifts laterally. The error in the preset steering angle is related to the angle between the vehicle body orientation and the road direction.
因此,若需要了解车辆是否需要做横向移动时。可以先确定所述目标 车辆的车身朝向与道路方向的第一夹角。以便可以通过分析所述第一夹角的大小来确定车辆是否需要改变当前的行驶方向,做横向运动。Therefore, if you need to know whether the vehicle needs to move laterally. The first angle between the vehicle body orientation of the target vehicle and the road direction may be determined first. So that it can be determined whether the vehicle needs to change the current driving direction and make lateral movement by analyzing the size of the first included angle.
步骤S602,判断所述第一夹角是否大于预设的第一阈值。Step S602: Determine whether the first included angle is greater than a preset first threshold.
具体地,由上述介绍可知,所述第一夹角的大小决定着所述第一方向轮转角的误差大小,因此,在确定所述第一夹角之后,可以判断所述第一夹角是否大于预设的第一阈值。Specifically, as can be seen from the above introduction, the size of the first included angle determines the size of the error of the first direction wheel rotation angle. Therefore, after determining the first included angle, it can be determined whether the first included angle is greater than the preset first threshold.
通过判断所述第一夹角的大小与所述预设的第一阈值之间的关系来确定车辆是否需要调整当前的行驶方向,做横向移动。By judging the relationship between the size of the first included angle and the preset first threshold, it is determined whether the vehicle needs to adjust the current traveling direction and move laterally.
其中,所述预设的第一阈值的取值范围可以设置为[0°,20°]。Wherein, the value range of the preset first threshold may be set to [0°, 20°].
其中,经试验可知,当所述预设的第一阈值取15°时,在所述目标车辆的控制终端,所确定的所述目标车辆的第一方向轮转角的误差会逐渐显示出来,这说明车辆是即将做横向移动。Among them, it can be seen from experiments that when the preset first threshold value is 15°, the determined error of the first direction wheel rotation angle of the target vehicle will gradually be displayed on the control terminal of the target vehicle. This Indicates that the vehicle is about to move laterally.
步骤S603,确定所述目标车辆的行驶方向发生横向移动。Step S603: It is determined that the traveling direction of the target vehicle has moved laterally.
具体地,由上述介绍可知,本申请实施例提供的方法可以确定所述第一夹角与所述预设的第一阈值之间的关系,若所述第一夹角大于所述预设的第一阈值,则说明在所述目标车辆的控制终端,确定的所述目标车辆的第一方向轮转角的误差会偏大,需要对所确定的所述第一方向轮转角进行补偿计算,同时也说明所述目标车辆的行驶方向发生横向移动。Specifically, as can be seen from the above introduction, the method provided by the embodiment of the present application can determine the relationship between the first included angle and the preset first threshold. If the first included angle is greater than the preset first threshold, The first threshold value means that at the control terminal of the target vehicle, the error in the determined first direction wheel turning angle of the target vehicle will be too large, and it is necessary to perform compensation calculations on the determined first direction wheel turning angle, and at the same time It also shows that the target vehicle's traveling direction has moved laterally.
由上述介绍的技术方案可知,本申请实施例提供的方法通过分析所述第一夹角与预设的第一阈值之间的关系,判断车辆是否发生横向移动。以便可以确定是否需要计算车辆的方向轮转角。It can be seen from the technical solution introduced above that the method provided by the embodiment of the present application determines whether the vehicle has moved laterally by analyzing the relationship between the first included angle and the preset first threshold. So that it can be determined whether it is necessary to calculate the steering wheel angle of the vehicle.
下面对本申请实施例提供的方向轮转角计算装置进行描述,下文描述的方向轮转角计算装置与上文描述的方向轮转角计算方法可相互对应参照。The directional wheel angle calculation device provided by the embodiment of the present application is described below. The directional wheel angle calculation device described below and the directional wheel angle calculation method described above can be mutually referenced.
参见图5,图5为本申请实施例公开的一种方向轮转角计算装置结构示意图。Referring to Figure 5, Figure 5 is a schematic structural diagram of a directional wheel angle calculation device disclosed in an embodiment of the present application.
如图5所示,该方向轮转角计算装置可以包括:As shown in Figure 5, the direction rotation angle calculation device may include:
第一计算单元101,用于当目标车辆的行驶方向发生横向移动时,在 所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;The first calculation unit 101 is configured to determine the first direction wheel turning angle of the target vehicle at the control terminal of the target vehicle when the traveling direction of the target vehicle moves laterally;
第二计算单元102,用于基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。The second calculation unit 102 is configured to perform compensation calculations on the first directional wheel angle based on a preset reverse stretch rate to obtain the target directional wheel angle of the target vehicle.
从上述介绍的技术方案可知,当目标车辆的行驶方向发生横向移动时,本申请实施例提供的方向轮转角计算装置可以利用第一计算单元101,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;在确定所述第一方向轮转角之后,可以利用第二计算单元102,基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。本申请实施例提供的方向轮转角计算装置可以有助于降低车辆横向运动的方向轮转角与跟踪车辆自行规划的期望行驶轨迹路线所需要的方向轮转角之间的误差,可以有效降低车辆当前行驶轨迹路线与车辆自行规划的期望行驶轨迹路线之间的偏差,并提高车辆行驶的准确性。It can be seen from the technical solution introduced above that when the target vehicle moves laterally in the traveling direction, the directional wheel angle calculation device provided by the embodiment of the present application can use the first calculation unit 101 to determine the target vehicle's control terminal. The first direction wheel turning angle of the target vehicle; after determining the first direction wheel turning angle, the second calculation unit 102 can be used to perform compensation calculations for the first direction wheel turning angle based on the preset reverse stretch rate, Obtain the target direction wheel angle of the target vehicle. The directional wheel angle calculation device provided by the embodiment of the present application can help reduce the error between the directional wheel angle of the vehicle's lateral movement and the directional wheel angle required to track the desired driving trajectory planned by the vehicle itself, and can effectively reduce the current driving speed of the vehicle. The deviation between the trajectory route and the expected driving trajectory route planned by the vehicle itself, and improve the accuracy of vehicle driving.
进一步可选地,所述反向拉伸率的计算步骤,可以包括:Further optionally, the step of calculating the reverse stretch rate may include:
在重心投影点对所述目标车辆的行驶速度进行分解,分别获得所述重心处的非线性速度分量、线性速度分量;Decompose the driving speed of the target vehicle at the center of gravity projection point to obtain the nonlinear speed component and linear speed component at the center of gravity respectively;
将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率;The nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved;
依据所述正向拉伸率,获得所述反向拉伸率;According to the forward stretching rate, the reverse stretching rate is obtained;
其中,所述重心投影点是目标车辆的重心在行驶的道路上的投影点;Wherein, the center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road;
所述重心处的线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第一速率及沿道路法线方向的第二速率;The linear velocity component at the center of gravity includes the first velocity of the target vehicle's traveling speed along the road tangent direction and the second velocity along the road normal direction;
所述重心处的非线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第三速率及沿道路法线方向的第四速率。The nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
进一步可选地,所述第二计算单元102可以包括:Further optionally, the second computing unit 102 may include:
速度分量获取单元,用于在非方向轮处对所述目标车辆的行驶速度进行分解,得到非方向轮线性速度分量;A speed component acquisition unit, used to decompose the traveling speed of the target vehicle at the non-directional wheels to obtain the non-directional wheel linear speed components;
转换关系获取单元,用于利用所述反向拉伸率对所述非方向轮线性速度分量所表征的线性轨迹进行矫正,构建所述第一方向轮转角、反向拉伸 率与目标方向轮转角的转换关系式;A conversion relationship acquisition unit configured to use the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, and construct the first directional wheel rotation angle, the reverse stretch rate and the target directional wheel The conversion relationship of the corner;
目标方向轮转角计算单元,用于依据所述转换关系式,计算出所述目标车辆的目标方向轮转角。A target direction wheel angle calculation unit is used to calculate the target direction wheel angle of the target vehicle based on the conversion relationship.
进一步可选地,所述将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率的执行过程,可以包括:Further optionally, the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward direction of the transformation of the circular trajectory of the center of gravity into the elliptical trajectory of the center of gravity is solved. The execution process of stretch rate may include:
将所述第一速率、第三速率相比,得到第一拉伸比;Comparing the first speed and the third speed, a first stretching ratio is obtained;
将所述第二速率、第四速率相比,得到第二拉伸比;Comparing the second speed and the fourth speed, a second stretching ratio is obtained;
将所述第一拉伸比、第二拉伸比代入到椭圆曲率公式,获得所述正向拉伸率。Substitute the first stretch ratio and the second stretch ratio into the elliptical curvature formula to obtain the forward stretch ratio.
进一步可选地,确定所述目标车辆的第一方向轮转角的执行过程可以包括:Further optionally, the execution process of determining the first direction wheel turning angle of the target vehicle may include:
获取所述目标车辆的实时速度;Obtain the real-time speed of the target vehicle;
根据所述实时速度,利用预设的线性模型确定所述目标车辆的非方向轮实时转动半径;According to the real-time speed, use a preset linear model to determine the real-time rotation radius of the non-directional wheels of the target vehicle;
利用所述非方向轮实时转动半径,并获取所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离,计算出所述第一方向轮转角。The first directional wheel rotation angle is calculated by using the real-time rotation radius of the non-directional wheel and obtaining the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis.
进一步可选地,该装置还可以包括:Further optionally, the device may also include:
判断单元,用于判断所述目标车辆的行驶方向是否发生横向移动;A judgment unit used to judge whether the target vehicle moves laterally in the traveling direction;
其中,所述判断单元可以包括:Wherein, the judgment unit may include:
第一夹角确定单元,用于确定所述目标车辆的车身朝向与道路方向的第一夹角;A first angle determination unit configured to determine the first angle between the vehicle body orientation of the target vehicle and the road direction;
判断子单元,用于判断所述第一夹角是否大于预设的第一阈值;A judgment subunit, used to judge whether the first included angle is greater than a preset first threshold;
方向移动确定单元,用于当所述判断子单元的执行结果为确定所述第一夹角大于所述第一阈值,确定所述目标车辆的行驶方向发生横向移动。A directional movement determination unit is configured to determine that the traveling direction of the target vehicle has moved laterally when the execution result of the determination subunit is that the first included angle is greater than the first threshold.
进一步可选的,所述预设的第一阈值的取值范围可以为[0°,20°]。Further optionally, the value range of the preset first threshold may be [0°, 20°].
其中,上述方向轮转角计算装置所包含的各个单元的具体处理流程,可以参照前文方向轮转角计算方法部分相关介绍,此处不再赘述。For the specific processing flow of each unit included in the above-mentioned directional rotation angle calculation device, please refer to the relevant introduction of the directional rotation angle calculation method mentioned above, and will not be repeated here.
本申请实施例提供的方向轮转角计算装置可应用于方向轮转角计算设备,如终端:车载计算终端、手机、电脑等。可选的,图6示出了方向轮转角计算设备的硬件结构框图,参照图6,方向轮转角计算设备的硬件结构可以包括:至少一个处理器1,至少一个通信接口2,至少一个存储器3和至少一个通信总线4。The directional wheel angle calculation device provided by the embodiment of the present application can be applied to directional wheel angle calculation equipment, such as terminals: vehicle-mounted computing terminals, mobile phones, computers, etc. Optionally, Figure 6 shows a hardware structure block diagram of the steering angle calculation device. Referring to Figure 6, the hardware structure of the steering angle calculation device may include: at least one processor 1, at least one communication interface 2, and at least one memory 3 and at least one communication bus 4.
在本申请实施例中,处理器1、通信接口2、存储器3、通信总线4的数量为至少一个,且处理器1、通信接口2、存储器3通过通信总线4完成相互间的通信。In the embodiment of the present application, the number of the processor 1, the communication interface 2, the memory 3, and the communication bus 4 is at least one, and the processor 1, the communication interface 2, and the memory 3 complete communication with each other through the communication bus 4.
处理器1可能是一个中央处理器CPU,或者是特定集成电路ASIC(Application Specific Integrated Circuit),或者是被配置成实施本申请实施例的一个或多个集成电路等;The processor 1 may be a central processing unit CPU, or an application specific integrated circuit ASIC (Application Specific Integrated Circuit), or one or more integrated circuits configured to implement embodiments of the present application, etc.;
存储器3可能包含高速RAM存储器,也可能还包括非易失性存储器(non-volatile memory)等,例如至少一个磁盘存储器; Memory 3 may include high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory;
其中,存储器存储有程序,处理器可调用存储器存储的程序,所述程序用于:实现前述终端方向轮转角计算方案中的各个处理流程。The memory stores a program, and the processor can call the program stored in the memory. The program is used to implement each processing flow in the aforementioned terminal direction rotation angle calculation scheme.
本申请实施例还提供一种可读存储介质,该存储介质可存储有适于处理器执行的程序,所述程序用于:实现前述终端在方向轮转角计算方案中的各个处理流程。Embodiments of the present application also provide a readable storage medium that can store a program suitable for execution by a processor. The program is used to implement each processing flow of the aforementioned terminal in the direction rotation angle calculation scheme.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。Finally, it should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that these entities or any such actual relationship or sequence between operations. Furthermore, the terms "comprises," "comprises," or any other variations thereof are intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus that includes a list of elements includes not only those elements, but also those not expressly listed other elements, or elements inherent to the process, method, article or equipment. Without further limitation, an element defined by the statement "comprises a..." does not exclude the presence of additional identical elements in a process, method, article, or apparatus that includes the stated element.
本说明书中各个实施例采用递进的方式描述,每个实施例重点说明的 都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。Each embodiment in this specification is described in a progressive manner. Each embodiment focuses on its differences from other embodiments. The same and similar parts between the various embodiments can be referred to each other.
对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本申请。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本申请的精神或范围的情况下,在其它实施例中实现。各个实施例之间可以相互组合。因此,本申请将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments enables those skilled in the art to implement or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be practiced in other embodiments without departing from the spirit or scope of the application. The various embodiments can be combined with each other. Therefore, the present application is not to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (11)

  1. 一种方向轮转角计算方法,其特征在于,包括:A method for calculating steering wheel angle, which is characterized by including:
    当目标车辆的行驶方向发生横向移动时,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;When the target vehicle's traveling direction moves laterally, at the control terminal of the target vehicle, determine the first direction wheel turning angle of the target vehicle;
    基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。Based on the preset reverse stretching rate, the first direction wheel turning angle is compensated and calculated to obtain the target direction wheel turning angle of the target vehicle.
  2. 根据权利要求1所述的方法,其特征在于,所述反向拉伸率的计算步骤,包括:The method according to claim 1, characterized in that the step of calculating the reverse stretch rate includes:
    在重心投影点对所述目标车辆的行驶速度进行分解,分别获得重心处的非线性速度分量、线性速度分量;Decompose the driving speed of the target vehicle at the center of gravity projection point to obtain the nonlinear speed component and linear speed component at the center of gravity respectively;
    将所述重心处的非线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率;The nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the forward stretching rate of the circular trajectory of the center of gravity transformed into an elliptical trajectory of the center of gravity is solved;
    依据所述正向拉伸率,获得所述反向拉伸率。Based on the forward stretching ratio, the reverse stretching ratio is obtained.
  3. 根据权利要求2所述的方法,其特征在于,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角的步骤,包括:The method according to claim 2, characterized in that the step of performing compensation calculation on the first directional wheel angle to obtain the target directional wheel angle of the target vehicle includes:
    在非方向轮处对所述目标车辆的行驶速度进行分解,得到非方向轮线性速度分量;Decompose the driving speed of the target vehicle at the non-directional wheels to obtain the non-directional wheel linear speed components;
    利用所述反向拉伸率对所述非方向轮线性速度分量所表征的线性轨迹进行矫正,构建所述第一方向轮转角、反向拉伸率与目标方向轮转角的转换关系式;Using the reverse stretch rate to correct the linear trajectory represented by the linear velocity component of the non-directional wheel, construct a conversion relationship between the first direction rotation angle, the reverse stretch rate and the target direction rotation angle;
    依据所述转换关系式,计算出所述目标车辆的目标方向轮转角。According to the conversion relationship, the target direction wheel angle of the target vehicle is calculated.
  4. 根据权利要求2所述的方法,其特征在于,The method according to claim 2, characterized in that:
    所述重心投影点是目标车辆的重心在行驶的道路上的投影点;The center of gravity projection point is the projection point of the center of gravity of the target vehicle on the road;
    所述重心处的线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第一速率及沿道路法线方向的第二速率;The linear velocity component at the center of gravity includes the first velocity of the target vehicle's traveling speed along the road tangent direction and the second velocity along the road normal direction;
    所述重心处的非线性速度分量,包括目标车辆的行驶速度沿道路切线方向的第三速率及沿道路法线方向的第四速率。The nonlinear velocity component at the center of gravity includes a third velocity of the target vehicle's traveling speed along the tangential direction of the road and a fourth velocity along the normal direction of the road.
  5. 根据权利要求4所述的方法,其特征在于,所述将所述重心处的非 线性速度分量拟化为重心圆形轨迹、线性速度分量拟化为重心椭圆轨迹,求解所述重心圆形轨迹变换到重心椭圆轨迹的正向拉伸率,包括:The method according to claim 4, characterized in that the nonlinear velocity component at the center of gravity is simulated as a circular trajectory of the center of gravity, and the linear velocity component is simulated as an elliptical trajectory of the center of gravity, and the circular trajectory of the center of gravity is solved. The forward stretch rate transformed to the centroid ellipse trajectory includes:
    将所述第一速率、第三速率相比,得到第一拉伸比;Comparing the first speed and the third speed, a first stretching ratio is obtained;
    将所述第二速率、第四速率相比,得到第二拉伸比;Comparing the second speed and the fourth speed, a second stretching ratio is obtained;
    将所述第一拉伸比、第二拉伸比代入到椭圆曲率公式,获得所述正向拉伸率。Substitute the first stretch ratio and the second stretch ratio into the elliptical curvature formula to obtain the forward stretch ratio.
  6. 根据权利要求1-5任意一项所述的方法,其特征在于,确定所述目标车辆的第一方向轮转角的步骤包括:The method according to any one of claims 1-5, characterized in that the step of determining the first direction wheel turning angle of the target vehicle includes:
    获取所述目标车辆的实时速度;Obtain the real-time speed of the target vehicle;
    根据所述实时速度,利用预设的线性模型确定所述目标车辆的非方向轮实时转动半径;According to the real-time speed, use a preset linear model to determine the real-time rotation radius of the non-directional wheels of the target vehicle;
    利用所述非方向轮实时转动半径,并获取所述目标车辆的方向轮轴线中点到非方向轮轴线中点的距离,计算出所述第一方向轮转角。The first directional wheel rotation angle is calculated by using the real-time rotation radius of the non-directional wheel and obtaining the distance from the midpoint of the directional wheel axis of the target vehicle to the midpoint of the non-directional wheel axis.
  7. 根据权利要求1-5任意一项所述的方法,其特征在于,判断所述目标车辆的行驶方向是否发生横向移动,包括:The method according to any one of claims 1-5, characterized in that determining whether the traveling direction of the target vehicle has moved laterally includes:
    确定所述目标车辆的车身朝向与道路方向的第一夹角;Determine the first angle between the vehicle body orientation of the target vehicle and the road direction;
    判断所述第一夹角是否大于预设的第一阈值;Determine whether the first included angle is greater than a preset first threshold;
    若所述第一夹角大于所述第一阈值,则确定所述目标车辆的行驶方向发生横向移动。If the first included angle is greater than the first threshold, it is determined that the traveling direction of the target vehicle has moved laterally.
  8. 根据权利要求7任一项所述的方法,其特征在于,所述预设的第一阈值的取值范围为[0°,20°]。The method according to any one of claims 7, characterized in that the value range of the preset first threshold is [0°, 20°].
  9. 一种方向轮转角计算装置,其特征在于,包括:A steering wheel angle calculation device, which is characterized in that it includes:
    第一计算单元,用于当目标车辆的行驶方向发生横向移动时,在所述目标车辆的控制终端,确定所述目标车辆的第一方向轮转角;A first calculation unit configured to determine, at the control terminal of the target vehicle, the first directional wheel turning angle of the target vehicle when the target vehicle's traveling direction moves laterally;
    第二计算单元,用于基于预设的反向拉伸率,对所述第一方向轮转角进行补偿计算,获得所述目标车辆的目标方向轮转角。The second calculation unit is configured to perform compensation calculations on the first direction wheel turning angle based on the preset reverse stretching rate to obtain the target direction wheel turning angle of the target vehicle.
  10. 一种方向轮转角计算设备,其特征在于,包括:一个或多个处理器,以及存储器;A steering wheel angle calculation device, characterized in that it includes: one or more processors and a memory;
    所述存储器中存储有计算机可读指令,所述计算机可读指令被所述一 个或多个处理器执行时,实现如权利要求1至8中任一项所述方向轮转角计算方法的步骤。Computer readable instructions are stored in the memory, and when the computer readable instructions are executed by the one or more processors, the steps of the steering angle calculation method according to any one of claims 1 to 8 are implemented.
  11. 一种可读存储介质,其特征在于:所述可读存储介质中存储有计算机可读指令,所述计算机可读指令被一个或多个处理器执行时,使得一个或多个处理器实现如权利要求1至8中任一项所述方向轮转角计算方法的步骤。A readable storage medium, characterized in that: computer-readable instructions are stored in the readable storage medium, and when the computer-readable instructions are executed by one or more processors, the one or more processors implement the following: The steps of the directional wheel angle calculation method according to any one of claims 1 to 8.
PCT/CN2022/134510 2022-09-01 2022-11-25 Steering wheel rotation angle calculation method, apparatus and device, and readable storage medium WO2024045373A1 (en)

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