WO2023279918A1 - Motion control method and system for dual-steering-wheel autonomous moving device, and program product - Google Patents

Motion control method and system for dual-steering-wheel autonomous moving device, and program product Download PDF

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Publication number
WO2023279918A1
WO2023279918A1 PCT/CN2022/098137 CN2022098137W WO2023279918A1 WO 2023279918 A1 WO2023279918 A1 WO 2023279918A1 CN 2022098137 W CN2022098137 W CN 2022098137W WO 2023279918 A1 WO2023279918 A1 WO 2023279918A1
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Prior art keywords
mobile device
autonomous mobile
steering wheel
motion
dual
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PCT/CN2022/098137
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French (fr)
Chinese (zh)
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赵雨辰
赵安
陈志伟
唐文庆
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灵动科技(北京)有限公司
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Publication of WO2023279918A1 publication Critical patent/WO2023279918A1/en

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0223Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving speed control of the vehicle
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0214Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory in accordance with safety or protection criteria, e.g. avoiding hazardous areas
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0221Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving a learning process
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0212Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
    • G05D1/0225Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving docking at a fixed facility, e.g. base station or loading bay
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0276Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle

Definitions

  • the present invention relates to the field of motion control of autonomous mobile equipment, in particular to a motion control method for dual steering wheel autonomous mobile equipment, a computer program product and a motion control system for dual steering wheel autonomous mobile equipment.
  • the motion system of the existing autonomous mobile equipment mainly adopts a differential wheel motion system or a steering wheel motion system.
  • the steering wheel motion system is often divided into single steering wheel motion system, double steering wheel motion system and multiple steering wheel motion system.
  • Different motion systems for autonomous mobility devices have their own advantages and disadvantages.
  • the differential wheel motion system realizes the steering through the differential motion of the two wheels.
  • the steering radius, speed, and angular velocity during steering are all determined by the two differential wheels.
  • the differential wheel motion system has low requirements on the driving motor and control precision, so the cost is low.
  • the kinematic precision of the differential wheel kinematic system is low, so it cannot be adapted to occasions with high precision requirements.
  • the dual steering wheel motion system can make the dual steering wheel motion system change lanes, turn and other actions without turning the front of the car. It has strong flexibility, flexible motion and rich application scenarios.
  • the dual rudder wheel motion system can realize 360°rotation function, and can also realize universal lateral movement, with high flexibility and precise running accuracy.
  • the high coupling and non-linearity of the dual rudder wheels makes the control of the dual rudder wheel motion system more complicated than that of the differential wheel motion system, requiring more constraints, and has the characteristics of nonlinearity and uncertainty.
  • the purpose of the present invention is to provide an improved motion control method of the dual-rudder-wheel autonomous mobile device, thereby simplifying the control of the dual-rudder-wheel autonomous mobile device.
  • a kind of motion control method of dual rudder wheel type autonomous mobile equipment comprising the following steps:
  • Step S1 obtaining the planned path trajectory
  • Step S2 based on the differential motion model and the planned path trajectory, determine a series of linear velocity v, angular velocity ⁇ , and rudder angle ⁇ of the autonomous mobile device corresponding to the segmented path trajectory, where the rudder angle ⁇ represents the autonomous mobile device. the angle between the direction of motion and the longitudinal axis of the autonomous mobile device; and
  • Step S3 Make the autonomous mobile device move at the determined linear velocity v, angular velocity ⁇ and rudder angle ⁇ .
  • step S3 includes the following sub-steps:
  • Sub-step S31 based on the linear velocity v, angular velocity ⁇ and rudder angle ⁇ of the autonomous mobile device, determine the control parameters of each steering wheel of the dual steering wheel autonomous mobile device;
  • Sub-step S32 operating the dual steering wheel mechanism of the dual steering wheel autonomous mobile device according to the control parameters of each steering wheel.
  • the rudder angle ⁇ is set to be selected from 0° and 90°.
  • the dual steering wheel autonomous mobile device includes a first steering wheel located at the front left and a second steering wheel located at the rear right.
  • step S3 In an exemplary embodiment, in step S3:
  • L and B represent the wheelbase and wheel base of the autonomous mobile device respectively
  • r is the wheel radius
  • v lf , ⁇ lf and ⁇ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively Declination angle
  • v rr , ⁇ rr and ⁇ rr respectively represent the linear velocity, angular velocity and deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel
  • v lf ⁇ lf ⁇ r
  • v rr ⁇ rr ⁇ r; and / or
  • L and B represent the wheelbase and wheel base of the autonomous mobile device respectively
  • r is the wheel radius
  • v lf , ⁇ lf and ⁇ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively
  • the autonomous mobile device moves along a straight line.
  • step S1 a differential motion model satisfying the following formula is adopted:
  • x k , y k and ⁇ k represent the position coordinates and attitude angles of the k+1th path track point of the autonomous mobile device in the path trajectory
  • ⁇ t represents the movement of the autonomous mobile device from the k+1th path track point to The time taken by the k+2th path track point
  • the obtained linear velocity v and angular velocity ⁇ respectively represent the path track segment between the k+1th path track point and the k+2th path track point of the autonomous mobile device
  • step S1 includes:
  • the rudder angle ⁇ is determined according to at least one of the task of the autonomous mobile device, the traversable space of the autonomous mobile device, and the bending degree of the path trajectory.
  • the rudder angle ⁇ of the corresponding path trajectory segment is 0°; when the task of the autonomous mobile device contains a lateral demand, the corresponding path trajectory The rudder angle ⁇ of the segment is 90°.
  • a computer program product comprising computer program instructions, wherein when said computer program instructions are executed by one or more processors, said processors are capable of performing Invented motion control method.
  • a motion control system for a dual steering wheel type autonomous mobile device wherein the motion control system includes a dual steering wheel mechanism and at least one controller for controlling the operation of the dual steering wheel mechanism,
  • the dual steering wheel mechanism and the controller are configured to be able to execute the motion control method according to the present invention.
  • the positive effect of the present invention is that by using the differential motion model to control the motion of the dual-rudder-wheel autonomous mobile device, the motion model of the dual-rudder-wheel autonomous mobile device can be simplified, thereby reducing the difficulty of control.
  • the control of the differential robot and the dual-rudder robot is unified as much as possible, which simplifies the complexity of developing from the differential robot to the dual-rudder robot.
  • Fig. 1 shows a schematic diagram of a dual steering wheel type autonomous mobile device according to an exemplary embodiment of the present invention
  • Fig. 2 schematically shows a motion control method of an autonomous mobile device according to an exemplary embodiment of the present invention
  • Figure 3A and Figure 3B respectively show two path trajectories according to the autonomous mobile device shown in Figure 2;
  • Fig. 4 schematically illustrates determining the rudder angle according to the task of the autonomous mobile device in an exemplary embodiment of the present invention
  • Fig. 5 schematically illustrates determining the rudder angle according to the navigable space of the autonomous mobile device in an exemplary embodiment of the present invention.
  • Fig. 6 schematically shows the determination of the rudder angle according to the bending degree of the path trajectory of the autonomous mobile device in an exemplary embodiment of the present invention.
  • the present invention is applicable to autonomous mobile equipment, which can be any mechanical equipment capable of autonomously moving in space, such as automatic guided vehicles (AGV), drones, robots, and the like.
  • an autonomous mobile device can be a storage robot, a cleaning robot, a family escort robot, a welcome robot, etc.
  • the invention is especially suitable for the dual steering wheel type autonomous mobile equipment.
  • AGV 10 the basic principle of the present invention will be described by taking the AGV 10 as an example.
  • Fig. 1 shows a schematic diagram of a dual steering wheel type autonomous mobile device, here an AGV 10, according to an exemplary embodiment of the present invention.
  • the AGV 10 is provided with a dual steering wheel kinematic mechanism and a controller 14 for controlling the operation of the dual steering wheel kinematic mechanism.
  • the double steering wheel movement mechanism can have two steering wheels installed diagonally: a first steering wheel 121 and a second steering wheel 122, wherein the first steering wheel 121 is located at the left front, and the second steering wheel 122 is located at the right rear.
  • the dual steering wheel kinematics could also have two steering wheels located front right and rear left.
  • the double rudder wheel movement mechanism may also have two rudder wheels installed on the central axis or two rudder wheels installed on the same side.
  • the dual rudder wheel autonomous mobile device can realize 360°rotational motion, and can also realize universal lateral movement, which has high flexibility and high running precision.
  • the motion control model of the dual rudder wheel autonomous mobile device is complex and difficult to control.
  • the AGV 10 moves with a linear velocity v and an angular velocity ⁇ , and the body yaw angle (that is, the angle between the longitudinal axis l of the AGV 10 and the positive direction of the X-axis of the global coordinate system, usually taking the positive counterclockwise direction) is ⁇ .
  • the rotation angles of the first steering wheel 121 and the second steering wheel 122 relative to the longitudinal axis l of the AGV 10 are ⁇ ′ lf and ⁇ ′ rr , respectively.
  • the equivalent rotation angles of the center points of the front and rear axles of the AGV 10 are ⁇ f and ⁇ r respectively, and the side slip angle of the center point is ⁇ .
  • the steering center of the AGV 10 is located at point C, and k represents the distance between the projection (vertical foot) of the steering center C on the longitudinal axis l of the autonomous mobile device and the center point (centroid) of the autonomous mobile device
  • R represents the turning radius corresponding to the turning center C of the AGV 10.
  • the position between the vertical foot of the AGV 10 and the center point satisfies the following constraints:
  • the angular velocity ⁇ of AGV 10 satisfies the following constraints:
  • the linear velocity v, angular velocity ⁇ , and linear velocity direction of the AGV 10 can be determined, as well as the speed (linear velocity or angular velocity of the steering wheel) and rotation angle of each steering wheel can be determined, so that the AGV 10 can follow the planned path trajectory movement.
  • the dual steering wheel motion model is more complicated. Especially compared with the differential motion model, the dual steering wheel motion model involves more variables, which makes the control algorithm based on the dual steering wheel motion model complex and difficult to control.
  • the present invention proposes based on the differential motion model and the path track of planning, determine a series of linear velocity v, angular velocity ⁇ and rudder angle ⁇ corresponding to the path track of segment of autonomous mobile equipment, wherein, rudder angle ⁇ represents The angle between the direction of motion of the autonomous mobile device and the direction of the front of the vehicle (longitudinal axis l).
  • rudder angle ⁇ represents The angle between the direction of motion of the autonomous mobile device and the direction of the front of the vehicle (longitudinal axis l).
  • the motion model of the dual steering wheel AGV 10 can be simplified, thereby reducing the difficulty of control.
  • the control of the differential robot and the dual-rudder robot is unified as much as possible, which simplifies the complexity of developing from the differential robot to the dual-rudder robot.
  • the rudder angle ⁇ remains unchanged.
  • the rudder angle ⁇ may be different.
  • the switching of the rudder angle ⁇ can be realized by changing the steering wheel'
  • Fig. 2 schematically shows a motion control method of a double steering wheel AGV 10 according to an exemplary embodiment of the present invention.
  • the motion control method includes the steps of:
  • Step S1 obtaining the planned path trajectory
  • Step S2 based on the differential motion model and the planned path trajectory, determine a series of linear velocity v, angular velocity ⁇ , and rudder angle ⁇ of the autonomous mobile device corresponding to the segmented path trajectory, where the rudder angle ⁇ represents the autonomous mobile device.
  • the angle between the direction of motion and the direction of the vehicle head (longitudinal axis l), the rudder angle ⁇ remains constant in the same path trajectory segment;
  • Step S3 Make the autonomous mobile device move at the determined linear velocity v, angular velocity ⁇ and rudder angle ⁇ .
  • the control difficulty of the double steering wheel AGV 10 can be reduced.
  • Step S3 may include the following sub-steps:
  • Sub-step S31 based on the linear velocity v, angular velocity ⁇ and rudder angle ⁇ of the autonomous mobile device, determine the control parameters of each steering wheel of the dual steering wheel autonomous mobile device;
  • Sub-step S32 operating the dual steering wheel mechanism of the dual steering wheel autonomous mobile device according to the control parameters of each steering wheel.
  • the control parameters include, for example, the speed of the first steering wheel 121 (linear velocity v lf and/or angular velocity ⁇ lf ) and the deflection angle ⁇ lf relative to the direction of motion of the autonomous mobile device, and the speed of the second steering wheel 122 (linear velocity v rr and/or angular velocity ⁇ rr ) and declination ⁇ rr relative to the direction of motion of the autonomous mobile device.
  • the sub-step S32 may include, for example: the controller 1 sends corresponding control signals to a driving mechanism for driving each steering wheel, such as a motor, according to the control parameters of each steering wheel.
  • the rudder angle ⁇ is set to be selected from 0° and 90°.
  • the rudder angle ⁇ can only be equal to 0° or 90°, and can be switched between 0° and 90°.
  • the control algorithm of the AGV 10 can be further simplified, and the rudder angle switching frequency of the AGV 10 can be reduced.
  • the motion of an autonomous mobile device in a plane can be decomposed into two sub-motions that are orthogonal to each other.
  • the motion can be decomposed into the motion along the direction of the AGV 10 head and the motion perpendicular to the direction of the AGV 10 head.
  • the movement along the front direction of AGV 10 can be controlled by setting the rudder angle ⁇ to 0° and according to the differential motion model.
  • the movement along the direction perpendicular to the front of the AGV 10 can be controlled by setting the rudder angle ⁇ to 90°, and then according to the differential motion model.
  • FIG. 3A and 3B respectively show two path trajectories of the AGV 10 according to this exemplary embodiment.
  • Figure 3A shows that the rudder angle ⁇ of the AGV 10 is set to 0°, that is, in the entire path trajectory, the direction of motion of the AGV 10 is always along the direction of the front of the vehicle. In this case, the linear velocity and angular velocity of the AGV 10 can be directly determined according to the differential motion model.
  • Figure 3A shows that the rudder angle ⁇ of the AGV 10 is set to 90°, that is, in the entire path trajectory, the direction of motion of the AGV 10 is always at an angle of 90° relative to the direction of the vehicle head.
  • the AGV 10 realizes the switching of the rudder angle by turning the rudder wheel in situ by a certain angle (in this case, 90°).
  • the linear velocity and angular velocity of the AGV 10 can be determined according to the differential motion model after deflecting 90°.
  • the motion model of the dual rudder wheel AGV 10 can be simplified to a differential speed model:
  • the deflection angle of the two steering wheels relative to the direction of motion of the autonomous mobile device can be determined by:
  • step S3 when the rudder angle ⁇ is 0°, the control parameters of each steering wheel can be determined according to the following formula:
  • L and B represent the wheelbase and wheel base of the autonomous mobile device
  • r is the wheel radius
  • v lf , ⁇ lf and ⁇ lf represent the linear velocity, angular velocity and motion direction of the first steering wheel 121 relative to the autonomous mobile device
  • v rr , ⁇ rr and ⁇ rr respectively represent the linear velocity, angular velocity and the deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel 122,
  • v lf ⁇ lf ⁇ r
  • v rr ⁇ rr ⁇ r.
  • step S3 when the rudder angle ⁇ is 90°, the control parameters of each steering wheel can be determined according to the following formula:
  • L and B represent the wheelbase and wheel base of the autonomous mobile device
  • r is the wheel radius
  • v lf , ⁇ lf and ⁇ lf represent the linear velocity, angular velocity and motion direction of the first steering wheel 121 relative to the autonomous mobile device
  • v rr , ⁇ rr and ⁇ rr respectively represent the linear velocity, angular velocity and the deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel 122,
  • v lf ⁇ lf ⁇ r
  • v rr ⁇ rr ⁇ r.
  • the rudder angle ⁇ can also be set to other angles, for example, be set to be selected from 0°, 60° and 120°. In this way, it is possible to decompose the movement of the autonomous mobile device in the plane into three partial movements at 60° to each other.
  • the rudder angle ⁇ is set to be selected from two angles that differ from each other by 90°, for example 45° and 135° degrees.
  • the rudder angle ⁇ is set to be selected from two angles that differ from each other by 90°, for example 45° and 135° degrees.
  • the AGV 10 moves along a straight line.
  • the control algorithm can be further simplified.
  • the differential motion model adopted may be a tangent model, a secant model or an arc model.
  • step S1 a differential motion model satisfying the following formula is adopted in step S1:
  • x k , y k and ⁇ k represent the position coordinates and attitude angles of the k+1th path track point of the autonomous mobile device in the path trajectory
  • ⁇ t represents the movement of the autonomous mobile device from the k+1th path track point to The time taken by the k+2th path track point
  • the obtained linear velocity v and angular velocity ⁇ respectively represent the path track segment between the k+1th path track point and the k+2th path track point of the autonomous mobile device
  • the linear and angular velocities in the numerical changes of various variables caused by switching the rudder angle ⁇ should be taken into account. For example, when the rudder angle ⁇ is switched from 0° to 90°, the vehicle coordinate system relative to the AGV is rotated by 90°, so that the attitude angle of the AGV will increase by 90° even though the AGV itself remains stationary.
  • step S1 includes planning a path trajectory of the autonomous mobile device according to the origin, destination and mission of the autonomous mobile device. Therefore, the path trajectory of the autonomous mobile device can be reasonably planned, so as to simplify the motion model of the autonomous mobile device while still meeting the motion accuracy requirements of the autonomous mobile device.
  • step S1 based on the differential motion model, the path trajectory of the autonomous mobile device is planned according to the origin, destination and mission of the autonomous mobile device.
  • the path trajectory of the AGV's differential motion at the current rudder angle ⁇ will be very complicated or even unable to reach the target point, then the path trajectory can be reasonable Segmentation, use the movement mode along the direction of the front of the vehicle and the movement mode along the direction perpendicular to the front of the vehicle to control separately in different path segments.
  • Tasks for autonomous mobile devices may include side docking, side driving, or side obstacle avoidance, among others.
  • lateral is relative to the inherent orientation of the AGV 10, which does not change with the direction of movement of the AGV 10.
  • the lateral direction may include a direction perpendicular to the longitudinal axis 1 of the AGV 10, and also include a direction with an angle greater than 30°, especially greater than 45°, especially greater than 75° relative to the longitudinal axis 1.
  • step S1 includes determining the rudder angle ⁇ according to at least one of the task of the autonomous mobile device, the traversable space of the autonomous mobile device and the bending degree of the path trajectory.
  • FIG. 4 schematically shows the determination of the rudder angle ⁇ according to the task of the AGV 10.
  • the rudder angle ⁇ is set to 90° (as shown by the dotted line).
  • the AGV 10 is docked with other equipment 20, for example, automatic handling of heavy materials in storage or production lines, shelf handling, automatic storage systems, and automatic loading and unloading of roller transmissions can be realized.
  • Fig. 5 schematically illustrates determining the rudder angle ⁇ according to the traversable space of the AGV 10.
  • the rudder angle ⁇ can be set to 0° (as shown by the dotted line).
  • the length of the AGV 10 along the longitudinal axis l is generally greater than the width perpendicular to the longitudinal axis l. Therefore, compared with the case where the rudder angle ⁇ is equal to 90°, when the AGV 10 moves along a straight line with a rudder angle ⁇ equal to 0°, the required channel width is narrower.
  • the AGV 10 cannot enter or pass through the channel with a rudder angle ⁇ equal to 90°, so the AGV 10 needs to switch to a motion with a rudder angle ⁇ equal to 0° mode to enter or pass through the channel.
  • the AGV 10 can also be switched to a motion mode in which the rudder angle ⁇ is equal to 0° so as to enter or pass through the passage, thereby improving the safety of the movement.
  • the rudder angle ⁇ can be set to 90° when the AGV 10 needs to pass through a narrow passage.
  • Fig. 6 schematically shows that the rudder angle ⁇ is determined according to the bending degree of the path trajectory of the AGV 10.
  • the rudder angle ⁇ can be switched. Then, the AGV 10 can move with the switched rudder angle ⁇ , thereby realizing turning.
  • the rudder angle ⁇ of the corresponding path trajectory segment is 0°; when the task of the autonomous mobile device contains lateral demands, the rudder angle of the corresponding path trajectory segment ⁇ is 90°.
  • the autonomous mobile device can preferentially move in a mode with a rudder angle ⁇ of 0°, and switch the rudder angle ⁇ to 90° only when the task of the autonomous mobile device includes lateral demands.
  • the present invention also relates to a motion control system for a dual steering wheel autonomous mobile device, wherein the motion control system includes a dual steering wheel mechanism and at least one controller for controlling the operation of the dual steering wheel mechanism, the dual steering wheel mechanism and the controller It is arranged to be able to execute the motion control method according to the present invention.
  • the at least one controller may be a controller mounted on a dual steering wheel autonomous mobile device.
  • the at least one controller may also include a first controller installed on the dual steering wheel autonomous mobile device and a second controller installed in the dispatch center, and the first controller and the second controller may interact with each other. communication, so as to execute the motion control method according to the present invention in cooperation with each other.
  • path planning for the autonomous mobile device can be performed in the second controller.
  • the second controller sends the planned path trajectory information to the first controller.
  • the first controller may perform subsequent steps (such as steps S2 and S3 ) after receiving the planned path trajectory.
  • the invention also relates to a computer program product comprising computer program instructions which, when executed by one or more processors, enable said processors to perform the motion control method according to the invention.
  • the computer program product can be stored in a computer-readable storage medium.
  • the computer-readable storage medium can include, for example, a high-speed random access memory, and can also include a non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD card, flash card (Flash Card), at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage device.
  • a non-volatile memory such as a hard disk, a memory, a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD card, flash card (Flash Card), at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage device.
  • the processor 10 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), off-the-shelf Field-Programmable Gate Array (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc.
  • a general-purpose processor may be a microprocessor or any conventional processor or the like.

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  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
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  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
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Abstract

Provided in the present invention is a motion control method for a dual-steering-wheel autonomous moving device. The motion control method comprises the following steps: step S1, acquiring a planned path trajectory; step S2, determining a series of linear velocities υ, angular velocities ω and rudder angles Ω, which correspond to segments of the path trajectory, of an autonomous moving device on the basis of a differential motion model and the planned path trajectory, wherein the rudder angle Ω represents the included angle between a motion direction of the autonomous moving device and the longitudinal axis of the autonomous moving device, and the rudder angle Ω remains unchanged in the same segment of the path trajectory; and step S3, enabling the autonomous moving device to move according to the determined linear velocities υ, angular velocities ω and rudder angles Ω. The present invention further relates to a computer program product, and a motion control system for a dual-steering-wheel autonomous moving device. By means of the present invention, a control method for a dual-steering-wheel autonomous moving device can be simplified.

Description

双舵轮式自主移动设备的运动控制方法和系统及程序产品Motion control method and system and program product of dual steering wheel autonomous mobile equipment 技术领域technical field
本发明涉及自主移动设备的运动控制领域,具体地涉及一种双舵轮式自主移动设备的运动控制方法、一种计算机程序产品以及一种双舵轮式自主移动设备的运动控制系统。The present invention relates to the field of motion control of autonomous mobile equipment, in particular to a motion control method for dual steering wheel autonomous mobile equipment, a computer program product and a motion control system for dual steering wheel autonomous mobile equipment.
背景技术Background technique
随着经济快速增长、人力成本逐渐上升,自主移动设备、例如移动机器人或物流车得到越来越广泛的应用。现有的自主移动设备的运动系统主要采用差速轮运动系统或舵轮运动系统。舵轮运动系统根据驱动轮数量不同,常分为单舵轮运动系统、双舵轮运动系统与多舵轮运动系统。自主移动设备的不同运动系统各有其优缺点。With rapid economic growth and rising labor costs, autonomous mobile devices, such as mobile robots or logistics vehicles, are increasingly used. The motion system of the existing autonomous mobile equipment mainly adopts a differential wheel motion system or a steering wheel motion system. According to the number of driving wheels, the steering wheel motion system is often divided into single steering wheel motion system, double steering wheel motion system and multiple steering wheel motion system. Different motion systems for autonomous mobility devices have their own advantages and disadvantages.
差速轮运动系统通过两轮的差动来实现转向,转向时的转向半径、速度、角速度都由两个差动轮来确定,可以实现原地打转等动作,有较强的灵活性。差速轮运动系统对驱动电机和控制精度要求不高,因而成本低廉。然而,差速轮运动系统运动精度较低,无法适应精度要求高的场合。The differential wheel motion system realizes the steering through the differential motion of the two wheels. The steering radius, speed, and angular velocity during steering are all determined by the two differential wheels. The differential wheel motion system has low requirements on the driving motor and control precision, so the cost is low. However, the kinematic precision of the differential wheel kinematic system is low, so it cannot be adapted to occasions with high precision requirements.
双舵轮运动系统通过调整两个舵轮的转角及速度,可以使双舵轮运动系统在不转动车头的情况下实现变道、转向等动作,有很强的灵活性的运动灵活且应用场景丰富。双舵轮运动系统可以实现360°回转功能,也可以实现万向横移,灵活性高且具有精确的运行精度。但双舵轮耦合性和非线性度高,导致双舵轮运动系统与差速轮运动系统相比控制更复杂,需要更多的约束条件,具有非线性和不确定性等特点。By adjusting the rotation angle and speed of the two steering wheels, the dual steering wheel motion system can make the dual steering wheel motion system change lanes, turn and other actions without turning the front of the car. It has strong flexibility, flexible motion and rich application scenarios. The dual rudder wheel motion system can realize 360°rotation function, and can also realize universal lateral movement, with high flexibility and precise running accuracy. However, the high coupling and non-linearity of the dual rudder wheels makes the control of the dual rudder wheel motion system more complicated than that of the differential wheel motion system, requiring more constraints, and has the characteristics of nonlinearity and uncertainty.
发明内容Contents of the invention
本发明的目的在于提供一种改进的双舵轮式自主移动设备的运动控制方法,从而简化双舵轮式自主移动设备的控制。The purpose of the present invention is to provide an improved motion control method of the dual-rudder-wheel autonomous mobile device, thereby simplifying the control of the dual-rudder-wheel autonomous mobile device.
根据本发明的第一方面,提供了一种双舵轮式自主移动设备的运动控 制方法,其中,所述运动控制方法包括下述步骤:According to a first aspect of the present invention, a kind of motion control method of dual rudder wheel type autonomous mobile equipment is provided, wherein, the motion control method comprises the following steps:
步骤S1,获取规划的路径轨迹;Step S1, obtaining the planned path trajectory;
步骤S2,基于差速运动模型和规划的路径轨迹,确定自主移动设备的与分段的路径轨迹对应的一系列线速度v、角速度ω和舵角Ω,其中,舵角Ω表示自主移动设备的运动方向与自主移动设备的纵向轴线的夹角;以及Step S2, based on the differential motion model and the planned path trajectory, determine a series of linear velocity v, angular velocity ω, and rudder angle Ω of the autonomous mobile device corresponding to the segmented path trajectory, where the rudder angle Ω represents the autonomous mobile device. the angle between the direction of motion and the longitudinal axis of the autonomous mobile device; and
步骤S3:使自主移动设备以所确定的线速度v、角速度ω和舵角Ω运动。Step S3: Make the autonomous mobile device move at the determined linear velocity v, angular velocity ω and rudder angle Ω.
在一个示例性实施例中,步骤S3包括下述子步骤:In an exemplary embodiment, step S3 includes the following sub-steps:
子步骤S31,基于自主移动设备的线速度v、角速度ω和舵角Ω确定双舵轮自主移动设备的各舵轮的控制参数;以及Sub-step S31, based on the linear velocity v, angular velocity ω and rudder angle Ω of the autonomous mobile device, determine the control parameters of each steering wheel of the dual steering wheel autonomous mobile device; and
子步骤S32,根据各舵轮的控制参数操作双舵轮自主移动设备的双舵轮机构。Sub-step S32, operating the dual steering wheel mechanism of the dual steering wheel autonomous mobile device according to the control parameters of each steering wheel.
在一个示例性实施例中,舵角Ω被设定为从0°和90°中选择。In an exemplary embodiment, the rudder angle Ω is set to be selected from 0° and 90°.
在一个示例性实施例中,双舵轮自主移动设备包括位于左前方的第一舵轮和位于右后方的第二舵轮。In an exemplary embodiment, the dual steering wheel autonomous mobile device includes a first steering wheel located at the front left and a second steering wheel located at the rear right.
在一个示例性实施例中,在步骤S3中:In an exemplary embodiment, in step S3:
当舵角Ω为0°时,根据下式确定各舵轮的控制参数:When the rudder angle Ω is 0°, the control parameters of each steering wheel are determined according to the following formula:
Figure PCTCN2022098137-appb-000001
Figure PCTCN2022098137-appb-000001
Figure PCTCN2022098137-appb-000002
Figure PCTCN2022098137-appb-000002
其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r;和/或 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device respectively, r is the wheel radius, v lf , ω lf and δ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively Declination angle, v rr , ω rr and δ rr respectively represent the linear velocity, angular velocity and deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel, v lflf ·r, v rrrr ·r; and / or
当舵角Ω为90°时,根据下式确定各舵轮的控制参数:When the rudder angle Ω is 90°, the control parameters of each steering wheel are determined according to the following formula:
Figure PCTCN2022098137-appb-000003
Figure PCTCN2022098137-appb-000003
Figure PCTCN2022098137-appb-000004
Figure PCTCN2022098137-appb-000004
其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r。 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device respectively, r is the wheel radius, v lf , ω lf and δ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively The deflection angle, v rr , ω rr and δ rr represent the linear velocity, angular velocity and deflection angle of the second steering wheel relative to the movement direction of the autonomous mobile device, v lflf ·r, v rrrr ·r.
在一个示例性实施例中,在每个路径轨迹段中,自主移动设备沿直线运动。In an exemplary embodiment, in each path trajectory segment, the autonomous mobile device moves along a straight line.
在一个示例性实施例中,在步骤S1中,采用满足下式的差速运动模型:In an exemplary embodiment, in step S1, a differential motion model satisfying the following formula is adopted:
Figure PCTCN2022098137-appb-000005
Figure PCTCN2022098137-appb-000005
其中,x k、y k和θ k表示自主移动设备在路径轨迹中的第k+1个路径轨迹点的位置坐标和姿态角,Δt表示自主移动设备从第k+1个路径轨迹点运动到第k+2个路径轨迹点所用的时间,求得的线速度v、角速度ω分别表示自主移动设备在第k+1个路径轨迹点到第k+2个路径轨迹点之间的路径轨迹段中的线速度和角速度。 Among them, x k , y k and θ k represent the position coordinates and attitude angles of the k+1th path track point of the autonomous mobile device in the path trajectory, and Δt represents the movement of the autonomous mobile device from the k+1th path track point to The time taken by the k+2th path track point, the obtained linear velocity v and angular velocity ω respectively represent the path track segment between the k+1th path track point and the k+2th path track point of the autonomous mobile device The linear and angular velocities in .
在一个示例性实施例中,步骤S1包括:In an exemplary embodiment, step S1 includes:
根据自主移动设备的起点、目的地和任务规划自主移动设备的路径轨迹;和/或Planning the path trajectory of the autonomous mobile device based on the origin, destination and mission of the autonomous mobile device; and/or
根据自主移动设备的任务、自主移动设备的可通行空间和路径轨迹的弯折程度中的至少一者确定舵角Ω。The rudder angle Ω is determined according to at least one of the task of the autonomous mobile device, the traversable space of the autonomous mobile device, and the bending degree of the path trajectory.
在一个示例性实施例中,当自主移动设备的任务不包含侧向需求时,相应的路径轨迹段的舵角Ω为0°;当自主移动设备的任务包含侧向需求时,相应的路径轨迹段的舵角Ω为90°。In an exemplary embodiment, when the task of the autonomous mobile device does not include a lateral demand, the rudder angle Ω of the corresponding path trajectory segment is 0°; when the task of the autonomous mobile device contains a lateral demand, the corresponding path trajectory The rudder angle Ω of the segment is 90°.
根据本发明的第二方面,提供了一种计算机程序产品,其包括计算器程序指令,其中,当所述计算机程序指令被一个或多于一个处理器执行时,所述处理器够执行根据本发明的运动控制方法。According to a second aspect of the present invention there is provided a computer program product comprising computer program instructions, wherein when said computer program instructions are executed by one or more processors, said processors are capable of performing Invented motion control method.
根据本发明的第三方面,提供了一种双舵轮式自主移动设备的运动控制系统,其中,所述运动控制系统包括双舵轮机构和用于控制双舵轮机构的操作的至少一个控制器,双舵轮机构和控制器设置成能够执行根据本发明的运动控制方法。According to a third aspect of the present invention, there is provided a motion control system for a dual steering wheel type autonomous mobile device, wherein the motion control system includes a dual steering wheel mechanism and at least one controller for controlling the operation of the dual steering wheel mechanism, The dual steering wheel mechanism and the controller are configured to be able to execute the motion control method according to the present invention.
本发明的积极效果在于:通过利用差速运动模型来控制双舵轮式自主移动设备的运动,可简化双舵轮式自主移动设备的运动模型,从而降低控制难度。另外,在工程应用中,使差速机器人和双舵轮机器人控制尽量统一,简化了从差速机器人向双舵轮机器人开发的复杂性。The positive effect of the present invention is that by using the differential motion model to control the motion of the dual-rudder-wheel autonomous mobile device, the motion model of the dual-rudder-wheel autonomous mobile device can be simplified, thereby reducing the difficulty of control. In addition, in engineering applications, the control of the differential robot and the dual-rudder robot is unified as much as possible, which simplifies the complexity of developing from the differential robot to the dual-rudder robot.
附图说明Description of drawings
下面,通过参看附图更详细地描述本发明,可以更好地理解本发明的原理、特点和优点。附图包括:Hereinafter, the principles, features and advantages of the present invention can be better understood by describing the present invention in more detail with reference to the accompanying drawings. The attached drawings include:
图1示出了根据本发明的一个示例性实施例的双舵轮式自主移动设备的示意图;Fig. 1 shows a schematic diagram of a dual steering wheel type autonomous mobile device according to an exemplary embodiment of the present invention;
图2示意性地示出了根据本发明的一个示例性实施例的自主移动设备的运动控制方法;Fig. 2 schematically shows a motion control method of an autonomous mobile device according to an exemplary embodiment of the present invention;
图3A和图3B分别示出了根据图2所示的自主移动设备的两条路径轨迹;Figure 3A and Figure 3B respectively show two path trajectories according to the autonomous mobile device shown in Figure 2;
图4示意性地示出了在根据本发明的一个示例性实施例中根据自主移动设备的任务确定舵角;Fig. 4 schematically illustrates determining the rudder angle according to the task of the autonomous mobile device in an exemplary embodiment of the present invention;
图5示意性地示出了在根据本发明的一个示例性实施例中根据自主移动设备的可通行空间确定舵角;以及Fig. 5 schematically illustrates determining the rudder angle according to the navigable space of the autonomous mobile device in an exemplary embodiment of the present invention; and
图6示意性地示出了在根据本发明的一个示例性实施例中根据自主移动设备的路径轨迹的弯折程度确定舵角。Fig. 6 schematically shows the determination of the rudder angle according to the bending degree of the path trajectory of the autonomous mobile device in an exemplary embodiment of the present invention.
具体实施方式detailed description
为了使本发明所要解决的技术问题、技术方案以及有益的技术效果更 加清楚明白,以下将结合附图以及多个示例性实施例对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅用于解释本发明,而不是用于限定本发明的保护范围。In order to make the technical problems, technical solutions and beneficial technical effects to be solved by the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and a number of exemplary embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, rather than to limit the protection scope of the present invention.
本发明适用于自主移动设备,其可以是任何能够自主地进行空间移动的机械设备,例如自动导引车(AGV)、无人机、机器人等。例如,自主移动设备可以是仓储机器人、清扫型机器人、家庭陪护机器人、迎宾机器人等。本发明尤其适用于双舵轮式自主移动设备。下面,将以AGV 10为例说明本发明的基本原理。The present invention is applicable to autonomous mobile equipment, which can be any mechanical equipment capable of autonomously moving in space, such as automatic guided vehicles (AGV), drones, robots, and the like. For example, an autonomous mobile device can be a storage robot, a cleaning robot, a family escort robot, a welcome robot, etc. The invention is especially suitable for the dual steering wheel type autonomous mobile equipment. Below, the basic principle of the present invention will be described by taking the AGV 10 as an example.
图1示出了根据本发明的一个示例性实施例的双舵轮式自主移动设备、在此为AGV 10的示意图。AGV 10设有双舵轮运动机构和用于控制所述双舵轮运动机构的操作的控制器14。双舵轮运动机构可具有对角线式安装的两个舵轮:第一舵轮121和第二舵轮122,其中,第一舵轮121位于左前方,第二舵轮122位于右后方。应理解,双舵轮运动机构也可具有位于右前方和左后方的两个舵轮。另外,双舵轮运动机构也可具有中轴线式安装的两个舵轮或同侧安装的两个舵轮。Fig. 1 shows a schematic diagram of a dual steering wheel type autonomous mobile device, here an AGV 10, according to an exemplary embodiment of the present invention. The AGV 10 is provided with a dual steering wheel kinematic mechanism and a controller 14 for controlling the operation of the dual steering wheel kinematic mechanism. The double steering wheel movement mechanism can have two steering wheels installed diagonally: a first steering wheel 121 and a second steering wheel 122, wherein the first steering wheel 121 is located at the left front, and the second steering wheel 122 is located at the right rear. It should be understood that the dual steering wheel kinematics could also have two steering wheels located front right and rear left. In addition, the double rudder wheel movement mechanism may also have two rudder wheels installed on the central axis or two rudder wheels installed on the same side.
双舵轮式自主移动设备可实现360°回转运动,也可以实现万向横移,其灵活性高且具有高运行精度。然而,双舵轮式自主移动设备的运动控制模型较复杂,控制难度大。The dual rudder wheel autonomous mobile device can realize 360°rotational motion, and can also realize universal lateral movement, which has high flexibility and high running precision. However, the motion control model of the dual rudder wheel autonomous mobile device is complex and difficult to control.
如图1所示,AGV 10以线速度v和角速度ω运动,车身横摆角(即AGV10的纵向轴线l与全局坐标系X轴正向的夹角,通常取逆时针方向为正)为Ψ。第一舵轮121和第二舵轮122相对于AGV 10的纵向轴线l的转角分别为δ′ lf和δ′ rr。AGV 10的前轴和后轴中心点的等效转角相应地分别为δ f和δ r,中心点侧偏角为β。在图1所示的状态下,AGV 10的转向中心位于C点处,k表示转向中心C在自主移动设备的纵向轴线l上的投影(垂足)与自主移动设备的中心点(质心)之间的偏移距离,R表示AGV 10的转向中心C对应的转向半径。已知AGV 10的轴距L和轮距B,并且a=b=L/2。AGV 10的各轮半径相等,即r lf=r rr=r。应理解,在本文中,纵向轴线l、轴距L和轮距B是AGV 10的固有特征,其不随AGV 10的运动方向变化而变化。 As shown in Figure 1, the AGV 10 moves with a linear velocity v and an angular velocity ω, and the body yaw angle (that is, the angle between the longitudinal axis l of the AGV 10 and the positive direction of the X-axis of the global coordinate system, usually taking the positive counterclockwise direction) is Ψ . The rotation angles of the first steering wheel 121 and the second steering wheel 122 relative to the longitudinal axis l of the AGV 10 are δ′ lf and δ′ rr , respectively. The equivalent rotation angles of the center points of the front and rear axles of the AGV 10 are δ f and δ r respectively, and the side slip angle of the center point is β. In the state shown in Figure 1, the steering center of the AGV 10 is located at point C, and k represents the distance between the projection (vertical foot) of the steering center C on the longitudinal axis l of the autonomous mobile device and the center point (centroid) of the autonomous mobile device The offset distance between them, R represents the turning radius corresponding to the turning center C of the AGV 10. The wheelbase L and wheelbase B of the AGV 10 are known, and a=b=L/2. The radii of the wheels of the AGV 10 are equal, ie r lf =r rr =r. It should be understood that, herein, the longitudinal axis l, the wheel base L and the wheel base B are inherent features of the AGV 10 , which do not vary with the direction of movement of the AGV 10 .
通过控制AGV 10的两个舵轮的转角δ′ lf和δ′ rr,可利用以下公式(1) 确定前轴和后轴中心点的等效转角δ f和δ r以及转向半径R和偏移距离k: By controlling the rotation angles δ′lf and δ′rr of the two steering wheels of the AGV 10, the following formula (1) can be used to determine the equivalent rotation angles δf and δr of the center points of the front and rear axles, as well as the steering radius R and the offset distance k:
Figure PCTCN2022098137-appb-000006
Figure PCTCN2022098137-appb-000006
当AGV 10运动时,可建立如以下公式(2)所示的垂足运动模型,:When the AGV 10 is in motion, a vertical foot motion model as shown in the following formula (2) can be established:
Figure PCTCN2022098137-appb-000007
Figure PCTCN2022098137-appb-000007
其中,
Figure PCTCN2022098137-appb-000008
Figure PCTCN2022098137-appb-000009
分别表示垂足在第k+1位置的横、纵坐标和横摆角,
Figure PCTCN2022098137-appb-000010
Figure PCTCN2022098137-appb-000011
分别表示垂足在第k+2位置的横、纵坐标和横摆角,Δt表示自主移动设备从第k+1个路径轨迹点运动到第k+2个路径轨迹点所用的时间。
in,
Figure PCTCN2022098137-appb-000008
and
Figure PCTCN2022098137-appb-000009
Respectively represent the abscissa, ordinate and yaw angle of the k+1th position of the vertical foot,
Figure PCTCN2022098137-appb-000010
and
Figure PCTCN2022098137-appb-000011
Respectively represent the abscissa, ordinate and yaw angle of the k+2th position of the vertical foot, and Δt represents the time it takes for the autonomous mobile device to move from the k+1th path track point to the k+2th path track point.
在第k+2位置和第k+1位置,AGV 10的垂足与中心点之间的位置满足下述约束:At the k+2th position and the k+1th position, the position between the vertical foot of the AGV 10 and the center point satisfies the following constraints:
Figure PCTCN2022098137-appb-000012
Figure PCTCN2022098137-appb-000012
Figure PCTCN2022098137-appb-000013
Figure PCTCN2022098137-appb-000013
将以上两个式子带入公式(2),可获得双舵轮运动机构的中心点运动模型如下:Putting the above two formulas into formula (2), the motion model of the center point of the dual rudder wheel motion mechanism can be obtained as follows:
Figure PCTCN2022098137-appb-000014
Figure PCTCN2022098137-appb-000014
其中,AGV 10的角速度ω满足以下约束:Among them, the angular velocity ω of AGV 10 satisfies the following constraints:
Figure PCTCN2022098137-appb-000015
Figure PCTCN2022098137-appb-000015
通常,基于上述中心点运动模型,例如可确定AGV 10的线速度v、角速度ω和线速度方向,以及确定各舵轮的速度(舵轮的线速度或角速度)和转角,以使得AGV 10沿着规划的路径轨迹运动。Usually, based on the above-mentioned central point motion model, for example, the linear velocity v, angular velocity ω, and linear velocity direction of the AGV 10 can be determined, as well as the speed (linear velocity or angular velocity of the steering wheel) and rotation angle of each steering wheel can be determined, so that the AGV 10 can follow the planned path trajectory movement.
如上文所述,双舵轮运动模型较复杂。尤其是相对于差速运动模型而言,双舵轮运动模型涉及的变量较多,这使得基于双舵轮运动模型的控制算法复杂,控制难度大。As mentioned above, the dual steering wheel motion model is more complicated. Especially compared with the differential motion model, the dual steering wheel motion model involves more variables, which makes the control algorithm based on the dual steering wheel motion model complex and difficult to control.
为此,本发明提出了基于差速运动模型和规划的路径轨迹,确定自主移动设备的与分段的路径轨迹对应的一系列线速度v、角速度ω和舵角Ω,其中,舵角Ω表示自主移动设备的运动方向与车头方向(纵向轴线l)的夹角。由此,可简化双舵轮AGV 10的运动模型,从而降低控制难度。另外,在工程应用中,使差速机器人和双舵轮机器人控制尽量统一,简化了从差速机器人向双舵轮机器人开发的复杂性。在同一路径轨迹段中,舵角Ω保持不变。但在不同的路径轨迹中,舵角Ω可不相同。舵角Ω的切换可通过在原地改变舵轮的转角来实现。For this reason, the present invention proposes based on the differential motion model and the path track of planning, determine a series of linear velocity v, angular velocity ω and rudder angle Ω corresponding to the path track of segment of autonomous mobile equipment, wherein, rudder angle Ω represents The angle between the direction of motion of the autonomous mobile device and the direction of the front of the vehicle (longitudinal axis l). As a result, the motion model of the dual steering wheel AGV 10 can be simplified, thereby reducing the difficulty of control. In addition, in engineering applications, the control of the differential robot and the dual-rudder robot is unified as much as possible, which simplifies the complexity of developing from the differential robot to the dual-rudder robot. In the same path segment, the rudder angle Ω remains unchanged. However, in different path trajectories, the rudder angle Ω may be different. The switching of the rudder angle Ω can be realized by changing the steering wheel's rotation angle in situ.
图2示意性地示出了根据本发明的一个示例性实施例的双舵轮式AGV10的运动控制方法。所述运动控制方法包括下述步骤:Fig. 2 schematically shows a motion control method of a double steering wheel AGV 10 according to an exemplary embodiment of the present invention. The motion control method includes the steps of:
步骤S1,获取规划的路径轨迹;Step S1, obtaining the planned path trajectory;
步骤S2,基于差速运动模型和规划的路径轨迹,确定自主移动设备的与分段的路径轨迹对应的一系列线速度v、角速度ω和舵角Ω,其中,舵角Ω表示自主移动设备的运动方向与车头方向(纵向轴线l)的夹角,舵角Ω在同一路径轨迹段中保持不变;以及Step S2, based on the differential motion model and the planned path trajectory, determine a series of linear velocity v, angular velocity ω, and rudder angle Ω of the autonomous mobile device corresponding to the segmented path trajectory, where the rudder angle Ω represents the autonomous mobile device. The angle between the direction of motion and the direction of the vehicle head (longitudinal axis l), the rudder angle Ω remains constant in the same path trajectory segment; and
步骤S3:使自主移动设备以所确定的线速度v、角速度ω和舵角Ω运动。Step S3: Make the autonomous mobile device move at the determined linear velocity v, angular velocity ω and rudder angle Ω.
通过所述运动控制方法,可降低双舵轮AGV 10的控制难度。Through the motion control method, the control difficulty of the double steering wheel AGV 10 can be reduced.
步骤S3可包括下述子步骤:Step S3 may include the following sub-steps:
子步骤S31,基于自主移动设备的线速度v、角速度ω和舵角Ω确定双舵轮自主移动设备的各舵轮的控制参数;以及Sub-step S31, based on the linear velocity v, angular velocity ω and rudder angle Ω of the autonomous mobile device, determine the control parameters of each steering wheel of the dual steering wheel autonomous mobile device; and
子步骤S32,根据各舵轮的控制参数操作双舵轮自主移动设备的双舵轮机构。Sub-step S32, operating the dual steering wheel mechanism of the dual steering wheel autonomous mobile device according to the control parameters of each steering wheel.
所述控制参数例如包括第一舵轮121的速度(线速度v lf和/或角速度ω lf)和相对于自主移动设备的运动方向的偏角δ lf以及第二舵轮122的速度(线速度v rr和/或角速度ω rr)和相对于自主移动设备的运动方向的偏角δ rr。子步骤S32例如可包括:控制器1根据各舵轮的控制参数,将相应的控制信号发送至用于驱动各舵轮的驱动机构、例如电机。 The control parameters include, for example, the speed of the first steering wheel 121 (linear velocity v lf and/or angular velocity ω lf ) and the deflection angle δ lf relative to the direction of motion of the autonomous mobile device, and the speed of the second steering wheel 122 (linear velocity v rr and/or angular velocity ω rr ) and declination δ rr relative to the direction of motion of the autonomous mobile device. The sub-step S32 may include, for example: the controller 1 sends corresponding control signals to a driving mechanism for driving each steering wheel, such as a motor, according to the control parameters of each steering wheel.
在一个示例性实施例中,舵角Ω被设定为从0°和90°中选择。换言之,舵角Ω只能等于0°或90°,并且能在0°与90°之间切换。通过这种方式,可进一步简化AGV 10的控制算法,并且减少AGV 10的舵角切换频率。自主移动设备在平面中的运动均可分解为彼此正交的两个分运动。在利用差速模型控制双舵轮模式时,为了使AGV 10在平面上沿任意方向运动,可将该运动分解为沿AGV 10车头方向的运动和垂直于AGV 10车头的方向的运动。沿AGV 10车头方向的运动可通过将舵角Ω设定为0°,并依据差速运动模型来控制。沿垂直于AGV 10车头方向的运动可通过将舵角Ω设定为90°,然后再依据差速运动模型来控制。In an exemplary embodiment, the rudder angle Ω is set to be selected from 0° and 90°. In other words, the rudder angle Ω can only be equal to 0° or 90°, and can be switched between 0° and 90°. In this way, the control algorithm of the AGV 10 can be further simplified, and the rudder angle switching frequency of the AGV 10 can be reduced. The motion of an autonomous mobile device in a plane can be decomposed into two sub-motions that are orthogonal to each other. When using the differential speed model to control the dual steering wheel mode, in order to make the AGV 10 move in any direction on the plane, the motion can be decomposed into the motion along the direction of the AGV 10 head and the motion perpendicular to the direction of the AGV 10 head. The movement along the front direction of AGV 10 can be controlled by setting the rudder angle Ω to 0° and according to the differential motion model. The movement along the direction perpendicular to the front of the AGV 10 can be controlled by setting the rudder angle Ω to 90°, and then according to the differential motion model.
图3A和图3B分别示出了根据该示例性实施例的AGV 10的两条路径轨迹。图3A示出了AGV 10的舵角Ω设定为0°,即在整条路径轨迹中,AGV 10的运动方向始终沿着车头方向。在这种情况下,AGV 10的线速度和角速度可直接依据差速运动模型来确定。图3A示出了AGV 10的舵角Ω设定为90°,即在整条路径轨迹中,AGV 10的运动方向始终相对于车头方向成90°角。在路径轨迹的起点,AGV 10通过使舵轮原地转动一定的角度(在此为转动90°)来实现舵角的切换。在这种情况下,AGV 10的线速度和角速度可依据偏转90°之后的差速运动模型来确定。3A and 3B respectively show two path trajectories of the AGV 10 according to this exemplary embodiment. Figure 3A shows that the rudder angle Ω of the AGV 10 is set to 0°, that is, in the entire path trajectory, the direction of motion of the AGV 10 is always along the direction of the front of the vehicle. In this case, the linear velocity and angular velocity of the AGV 10 can be directly determined according to the differential motion model. Figure 3A shows that the rudder angle Ω of the AGV 10 is set to 90°, that is, in the entire path trajectory, the direction of motion of the AGV 10 is always at an angle of 90° relative to the direction of the vehicle head. At the starting point of the path trajectory, the AGV 10 realizes the switching of the rudder angle by turning the rudder wheel in situ by a certain angle (in this case, 90°). In this case, the linear velocity and angular velocity of the AGV 10 can be determined according to the differential motion model after deflecting 90°.
下面回到图1,当舵角Ω为0°时,为了使用差速模型控制双舵轮AGV10运动,需满足k=0(等价于β=0)的约束,带入公式(1)可得:Returning to Figure 1 below, when the rudder angle Ω is 0°, in order to use the differential speed model to control the movement of the dual steering wheel AGV10, the constraint of k=0 (equivalent to β=0) needs to be satisfied, and the formula (1) can be obtained :
Figure PCTCN2022098137-appb-000016
Figure PCTCN2022098137-appb-000016
即,只需AGV 10前后轴等效转角之和为0(δ f=-δ r),或两个舵轮的转角服从以下约束时,可使k=0: That is, as long as the sum of the equivalent rotation angles of the front and rear axles of AGV 10 is 0 (δ f =-δ r ), or when the rotation angles of the two steering wheels obey the following constraints, k=0 can be made:
Figure PCTCN2022098137-appb-000017
Figure PCTCN2022098137-appb-000017
由此,可将双舵轮AGV 10的运动模型简化为差速模型:Thus, the motion model of the dual rudder wheel AGV 10 can be simplified to a differential speed model:
Figure PCTCN2022098137-appb-000018
Figure PCTCN2022098137-appb-000018
此时,AGV 10的速度满足:At this time, the speed of AGV 10 satisfies:
Figure PCTCN2022098137-appb-000019
Figure PCTCN2022098137-appb-000019
AGV 10的角速度与各舵轮的角速度之间的关系可简化为:The relationship between the angular velocity of AGV 10 and the angular velocity of each steering wheel can be simplified as:
Figure PCTCN2022098137-appb-000020
Figure PCTCN2022098137-appb-000020
两个舵轮相对于自主移动设备的运动方向的偏角可由下式确定:The deflection angle of the two steering wheels relative to the direction of motion of the autonomous mobile device can be determined by:
Figure PCTCN2022098137-appb-000021
Figure PCTCN2022098137-appb-000021
因此,在步骤S3中,当舵角Ω为0°时,可根据下式确定各舵轮的控制参数:Therefore, in step S3, when the rudder angle Ω is 0°, the control parameters of each steering wheel can be determined according to the following formula:
Figure PCTCN2022098137-appb-000022
Figure PCTCN2022098137-appb-000022
Figure PCTCN2022098137-appb-000023
Figure PCTCN2022098137-appb-000023
其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮121的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮122的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r。 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device, r is the wheel radius, and v lf , ω lf and δ lf represent the linear velocity, angular velocity and motion direction of the first steering wheel 121 relative to the autonomous mobile device v rr , ω rr and δ rr respectively represent the linear velocity, angular velocity and the deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel 122, v lflf ·r, v rrrr · r.
类似地,当舵角Ω为90°时,相当于将AGV 10的轴距B与轮距L互换。因此,在步骤S3中,当舵角Ω为90°时,可根据下式确定各舵轮的控制参数:Similarly, when the rudder angle Ω is 90°, it is equivalent to exchanging the wheelbase B and the wheelbase L of the AGV 10. Therefore, in step S3, when the rudder angle Ω is 90°, the control parameters of each steering wheel can be determined according to the following formula:
Figure PCTCN2022098137-appb-000024
Figure PCTCN2022098137-appb-000024
Figure PCTCN2022098137-appb-000025
Figure PCTCN2022098137-appb-000025
其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮121的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮122的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r。 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device, r is the wheel radius, and v lf , ω lf and δ lf represent the linear velocity, angular velocity and motion direction of the first steering wheel 121 relative to the autonomous mobile device v rr , ω rr and δ rr respectively represent the linear velocity, angular velocity and the deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel 122, v lflf ·r, v rrrr · r.
应理解,在其它实施例中,舵角Ω也可设定为其它角度,例如被设定为从0°、60°和120°中选择。由此,可实现将自主移动设备在平面中的运动均分解为彼此成60°的三个分运动。It should be understood that in other embodiments, the rudder angle Ω can also be set to other angles, for example, be set to be selected from 0°, 60° and 120°. In this way, it is possible to decompose the movement of the autonomous mobile device in the plane into three partial movements at 60° to each other.
可选地,舵角Ω设定为从彼此相差90°的两个角度、例如45°和135°度中选择。由此,可实现将自主移动设备在平面中的运动均分解为彼此正交的两个分运动,其中,所述两个分运动均可依据差速运动模型来实现。Optionally, the rudder angle Ω is set to be selected from two angles that differ from each other by 90°, for example 45° and 135° degrees. Thus, it is possible to decompose the motion of the autonomous mobile device in the plane into two sub-motions orthogonal to each other, wherein the two sub-motions can be realized according to the differential motion model.
可选地,在每个路径轨迹段中,AGV 10沿直线运动。当AGV 10沿直线运动时,其角速度ω=0。因此,δ lf=δ rr=0,v lf=v rr=v,ω lf=ω rr。由此,可进一步简化控制算法。 Optionally, in each path segment, the AGV 10 moves along a straight line. When the AGV 10 moves along a straight line, its angular velocity ω=0. Therefore, δ lfrr =0, v lf =v rr =v, ω lfrr . Thus, the control algorithm can be further simplified.
在步骤S1中,采用的差速运动模型可以是切线模型、割线模型或圆弧模型。In step S1, the differential motion model adopted may be a tangent model, a secant model or an arc model.
例如,在一个示例性实施例中,步骤S1中采用满足下式的差速运动模型:For example, in an exemplary embodiment, a differential motion model satisfying the following formula is adopted in step S1:
Figure PCTCN2022098137-appb-000026
Figure PCTCN2022098137-appb-000026
其中,x k、y k和θ k表示自主移动设备在路径轨迹中的第k+1个路径轨迹点的位置坐标和姿态角,Δt表示自主移动设备从第k+1个路径轨迹点运动到第k+2个路径轨迹点所用的时间,求得的线速度v、角速度ω分别表示自主移动设备在第k+1个路径轨迹点到第k+2个路径轨迹点之间的路径轨迹段中的线速度和角速度。应理解,在应用上式表示的差速运动模型时,需考虑到切换舵角Ω时所引起的各变量的数值变化。例如,当舵角Ω从0°切换至90°时,相对于AGV的车坐标系随之转动了90°,使得尽管AGV本身保持不动,但AGV的姿态角将增大90°。 Among them, x k , y k and θ k represent the position coordinates and attitude angles of the k+1th path track point of the autonomous mobile device in the path trajectory, and Δt represents the movement of the autonomous mobile device from the k+1th path track point to The time taken by the k+2th path track point, the obtained linear velocity v and angular velocity ω respectively represent the path track segment between the k+1th path track point and the k+2th path track point of the autonomous mobile device The linear and angular velocities in . It should be understood that when applying the differential motion model represented by the above formula, the numerical changes of various variables caused by switching the rudder angle Ω should be taken into account. For example, when the rudder angle Ω is switched from 0° to 90°, the vehicle coordinate system relative to the AGV is rotated by 90°, so that the attitude angle of the AGV will increase by 90° even though the AGV itself remains stationary.
在一个示例性实施例中,步骤S1包括根据自主移动设备的起点、目的地和任务规划自主移动设备的路径轨迹。由此,可合理地规划自主移动设备的路径轨迹,从而在简化自主移动设备的运动模型的同时,仍满足自主移动设备的运动精度要求。特别是,在步骤S1中,基于差速运动模型,根据自主移动设备的起点、目的地和任务规划自主移动设备的路径轨迹。例如,如果由于可通行空间(可供AGV通行的空间)的限制,使得AGV以当前舵角Ω进行差速运动的路径轨迹将会非常复杂甚至无法到达目标点时,则可将路径轨迹进行合理分段,在不同路径轨迹段使用沿车头方向的运动模式和沿垂直于车头方向的运动模式分别进行控制。In an exemplary embodiment, step S1 includes planning a path trajectory of the autonomous mobile device according to the origin, destination and mission of the autonomous mobile device. Therefore, the path trajectory of the autonomous mobile device can be reasonably planned, so as to simplify the motion model of the autonomous mobile device while still meeting the motion accuracy requirements of the autonomous mobile device. In particular, in step S1, based on the differential motion model, the path trajectory of the autonomous mobile device is planned according to the origin, destination and mission of the autonomous mobile device. For example, if due to the limitation of the passable space (the space available for AGV to pass), the path trajectory of the AGV's differential motion at the current rudder angle Ω will be very complicated or even unable to reach the target point, then the path trajectory can be reasonable Segmentation, use the movement mode along the direction of the front of the vehicle and the movement mode along the direction perpendicular to the front of the vehicle to control separately in different path segments.
自主移动设备的任务可能包括侧向对接、侧向行驶或侧向避障等。应理解,“侧向”是相对于AGV 10的固有朝向而言,其不随AGV 10的运动方向变化而变化。侧向可包括相对于AGV 10的纵向轴线l垂直的方向,也包括相对于纵向轴线l成大于30°、尤其大于45°、特别是大于75°的夹角的方向。Tasks for autonomous mobile devices may include side docking, side driving, or side obstacle avoidance, among others. It should be understood that "lateral" is relative to the inherent orientation of the AGV 10, which does not change with the direction of movement of the AGV 10. The lateral direction may include a direction perpendicular to the longitudinal axis 1 of the AGV 10, and also include a direction with an angle greater than 30°, especially greater than 45°, especially greater than 75° relative to the longitudinal axis 1.
替代地或附加地,步骤S1包括根据自主移动设备的任务、自主移动设备的可通行空间和路径轨迹的弯折程度中的至少一者确定舵角Ω。Alternatively or additionally, step S1 includes determining the rudder angle Ω according to at least one of the task of the autonomous mobile device, the traversable space of the autonomous mobile device and the bending degree of the path trajectory.
图4示意性地示出了根据AGV 10的任务确定舵角Ω。当AGV 10需要与另外的设备20、例如传送设备或货架等执行侧向对接任务时,舵角Ω被设定为90°(如虚线所示)。由此,可提高对接准确度。AGV 10与另外的设备20对接之后例如可实现仓储或生产线的重型物料的自动搬运、货架搬运、自动仓储系统和辊筒传送的自动装卸等。Figure 4 schematically shows the determination of the rudder angle Ω according to the task of the AGV 10. When the AGV 10 needs to perform lateral docking tasks with other equipment 20, such as transmission equipment or shelves, the rudder angle Ω is set to 90° (as shown by the dotted line). As a result, docking accuracy can be improved. After the AGV 10 is docked with other equipment 20, for example, automatic handling of heavy materials in storage or production lines, shelf handling, automatic storage systems, and automatic loading and unloading of roller transmissions can be realized.
图5示意性地示出了根据AGV 10的可通行空间确定舵角Ω。例如,当AGV 10需要通过较窄的通道时,例如通过两个货架之间的窄通道时,舵角Ω可设定为0°(如虚线所示)。应理解,AGV 10的沿纵向轴线l的长度通常大于垂直于纵向轴线l的宽度。因此,与舵角Ω等于90°的情况相比,当AGV 10以等于0°的舵角Ω沿直线运动时,所需的通道宽度较窄。如果通道的宽度大于AGV 10的宽度但小于AGV 10的长度,那么AGV 10无法以舵角Ω等于90°的运动模式进入或通过通道,因此,AGV 10需切换至舵角Ω等于0°的运动模式以便进入或通过通道。当然,当通道的宽度略大于AGV 10的长度时,也可使AGV 10切换至舵角Ω等于0°的运动模式以便进入或通过通道,从而提高运动安全性。另外,如果AGV 10构造成沿纵向轴线l的长度小于垂直于纵向轴线l的宽度,则可在AGV 10需要通过较窄的通道时,将舵角Ω可设定为90°。Fig. 5 schematically illustrates determining the rudder angle Ω according to the traversable space of the AGV 10. For example, when the AGV 10 needs to pass through a narrow passage, such as a narrow passage between two shelves, the rudder angle Ω can be set to 0° (as shown by the dotted line). It will be appreciated that the length of the AGV 10 along the longitudinal axis l is generally greater than the width perpendicular to the longitudinal axis l. Therefore, compared with the case where the rudder angle Ω is equal to 90°, when the AGV 10 moves along a straight line with a rudder angle Ω equal to 0°, the required channel width is narrower. If the width of the channel is greater than the width of the AGV 10 but less than the length of the AGV 10, then the AGV 10 cannot enter or pass through the channel with a rudder angle Ω equal to 90°, so the AGV 10 needs to switch to a motion with a rudder angle Ω equal to 0° mode to enter or pass through the channel. Of course, when the width of the passage is slightly greater than the length of the AGV 10, the AGV 10 can also be switched to a motion mode in which the rudder angle Ω is equal to 0° so as to enter or pass through the passage, thereby improving the safety of the movement. In addition, if the AGV 10 is configured so that the length along the longitudinal axis l is smaller than the width perpendicular to the longitudinal axis l, the rudder angle Ω can be set to 90° when the AGV 10 needs to pass through a narrow passage.
图6示意性地示出了根据AGV 10的路径轨迹的弯折程度确定舵角Ω。当AGV 10的路径轨迹包含转弯需求时,可切换舵角Ω。然后,AGV 10可以以切换后的舵角Ω运动,由此实现转弯。Fig. 6 schematically shows that the rudder angle Ω is determined according to the bending degree of the path trajectory of the AGV 10. When the path trajectory of AGV 10 includes turning requirements, the rudder angle Ω can be switched. Then, the AGV 10 can move with the switched rudder angle Ω, thereby realizing turning.
可选地,当自主移动设备的任务不包含侧向需求时,相应的路径轨迹段的舵角Ω为0°;当自主移动设备的任务包含侧向需求时,相应的路径轨迹段的舵角Ω为90°。换言之,自主移动设备可优先以舵角Ω为0°的模式 运动,仅当自主移动设备的任务包含侧向需求时,才将舵角Ω切换为90°。Optionally, when the task of the autonomous mobile device does not contain lateral demands, the rudder angle Ω of the corresponding path trajectory segment is 0°; when the task of the autonomous mobile device contains lateral demands, the rudder angle of the corresponding path trajectory segment Ω is 90°. In other words, the autonomous mobile device can preferentially move in a mode with a rudder angle Ω of 0°, and switch the rudder angle Ω to 90° only when the task of the autonomous mobile device includes lateral demands.
本发明还涉及一种双舵轮式自主移动设备的运动控制系统,其中,所述运动控制系统包括双舵轮机构和用于控制双舵轮机构的操作的至少一个控制器,双舵轮机构和控制器设置成能够执行根据本发明的运动控制方法。所述至少一个控制器可以是安装在双舵轮式自主移动设备上的控制器。替代地,所述至少一个控制器也可包括安装在双舵轮式自主移动设备上的第一控制器和安装在调度中心中的第二控制器,第一控制器和第二控制器可相互通信,从而相互配合地执行根据本发明的运动控制方法。例如,自主移动设备的路径规划可在第二控制器中进行。然后,第二控制器将规划好的路径轨迹信息发送至第一控制器。第一控制器可在接收到规划的路径轨迹之后,执行后续步骤(例如步骤S2与S3)。The present invention also relates to a motion control system for a dual steering wheel autonomous mobile device, wherein the motion control system includes a dual steering wheel mechanism and at least one controller for controlling the operation of the dual steering wheel mechanism, the dual steering wheel mechanism and the controller It is arranged to be able to execute the motion control method according to the present invention. The at least one controller may be a controller mounted on a dual steering wheel autonomous mobile device. Alternatively, the at least one controller may also include a first controller installed on the dual steering wheel autonomous mobile device and a second controller installed in the dispatch center, and the first controller and the second controller may interact with each other. communication, so as to execute the motion control method according to the present invention in cooperation with each other. For example, path planning for the autonomous mobile device can be performed in the second controller. Then, the second controller sends the planned path trajectory information to the first controller. The first controller may perform subsequent steps (such as steps S2 and S3 ) after receiving the planned path trajectory.
应理解,上文中针对双舵轮式自主移动设备的运动控制方法所描述的特征和优势同样适用于双舵轮式自主移动设备的运动控制系统。It should be understood that the features and advantages described above for the motion control method of the dual steering wheel autonomous mobile device are also applicable to the motion control system of the dual steering wheel autonomous mobile device.
另外,本发明还涉及一种计算机程序产品,其包括计算器程序指令,当所述计算机程序指令被一个或多于一个处理器执行时,所述处理器能够执行根据本发明的运动控制方法。Furthermore, the invention also relates to a computer program product comprising computer program instructions which, when executed by one or more processors, enable said processors to perform the motion control method according to the invention.
在本发明中,计算机程序产品可存储在计算机可读存储介质中。计算机可读存储介质例如可包括高速随机存取存储器,还可以包括非易失性存储器,例如硬盘、内存、插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)、至少一个磁盘存储器件、闪存器件、或其它易失性固态存储器件。处理器10可以是中央处理单元(Central Processing Unit,CPU),还可以是其它通用处理器、数字信号处理器(Digital Signal Processor,DSP)、专用集成电路(Application Specific Integrated Circuit,ASIC)、现成可编程门阵列(Field-Programmable Gate Array,FPGA)或者其它可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者也可以是任何常规的处理器等。In the present invention, the computer program product can be stored in a computer-readable storage medium. The computer-readable storage medium can include, for example, a high-speed random access memory, and can also include a non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD card, flash card (Flash Card), at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage device. The processor 10 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), off-the-shelf Field-Programmable Gate Array (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or any conventional processor or the like.
尽管这里详细描述了本发明的特定实施方式,但它们仅仅是为了解释的目的而给出的,而不应认为它们对本发明的范围构成限制。在不脱离本发明精神和范围的前提下,各种替换、变更和改造可被构想出来。While specific embodiments of the invention have been described in detail, these have been presented for purposes of illustration only and should not be construed as limiting the scope of the invention. Various alternatives, changes and modifications can be devised without departing from the spirit and scope of the invention.
附图标记列表List of reference signs
10   AGV10 AGVs
121  第一舵轮121 First steering wheel
122  第二舵轮122 second steering wheel
14   控制器14 controller
20   另外的设备20 additional equipment

Claims (10)

  1. 一种双舵轮式自主移动设备的运动控制方法,其中,所述运动控制方法包括下述步骤:A motion control method for a dual rudder wheel type autonomous mobile device, wherein the motion control method includes the following steps:
    步骤S1,获取规划的路径轨迹;Step S1, obtaining the planned path trajectory;
    步骤S2,基于差速运动模型和规划的路径轨迹,确定自主移动设备的与分段的路径轨迹对应的一系列线速度v、角速度ω和舵角Ω,其中,舵角Ω表示自主移动设备的运动方向与自主移动设备的纵向轴线的夹角;以及Step S2, based on the differential motion model and the planned path trajectory, determine a series of linear velocity v, angular velocity ω, and rudder angle Ω of the autonomous mobile device corresponding to the segmented path trajectory, where the rudder angle Ω represents the autonomous mobile device. the angle between the direction of motion and the longitudinal axis of the autonomous mobile device; and
    步骤S3:使自主移动设备以所确定的线速度v、角速度ω和舵角Ω运动。Step S3: Make the autonomous mobile device move at the determined linear velocity v, angular velocity ω and rudder angle Ω.
  2. 根据权利要求1所述的运动控制方法,其中,步骤S3包括下述子步骤:The motion control method according to claim 1, wherein step S3 comprises the following sub-steps:
    子步骤S31,基于自主移动设备的线速度v、角速度ω和舵角Ω确定双舵轮自主移动设备的各舵轮的控制参数;以及Sub-step S31, based on the linear velocity v, angular velocity ω and rudder angle Ω of the autonomous mobile device, determine the control parameters of each steering wheel of the dual steering wheel autonomous mobile device; and
    子步骤S32,根据各舵轮的控制参数操作双舵轮自主移动设备的双舵轮机构。Sub-step S32, operating the dual steering wheel mechanism of the dual steering wheel autonomous mobile device according to the control parameters of each steering wheel.
  3. 根据权利要求1或2所述的运动控制方法,其中,舵角Ω被设定为从0°和90°中选择。The motion control method according to claim 1 or 2, wherein the rudder angle Ω is set to be selected from 0° and 90°.
  4. 根据权利要求3所述的运动控制方法,其中,双舵轮自主移动设备包括位于左前方的第一舵轮和位于右后方的第二舵轮。The motion control method according to claim 3, wherein the dual steering wheel autonomous mobile device includes a first steering wheel located at the left front and a second steering wheel located at the right rear.
  5. 根据权利要求4所述的运动控制方法,其中,在步骤S3中:The motion control method according to claim 4, wherein, in step S3:
    当舵角Ω为0°时,根据下式确定各舵轮的控制参数:When the rudder angle Ω is 0°, the control parameters of each steering wheel are determined according to the following formula:
    Figure PCTCN2022098137-appb-100001
    Figure PCTCN2022098137-appb-100001
    Figure PCTCN2022098137-appb-100002
    Figure PCTCN2022098137-appb-100002
    其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r;和/或 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device respectively, r is the wheel radius, v lf , ω lf and δ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively Declination angle, v rr , ω rr and δ rr respectively represent the linear velocity, angular velocity and deflection angle relative to the direction of motion of the autonomous mobile device of the second steering wheel, v lflf ·r, v rrrr ·r; and / or
    当舵角Ω为90°时,根据下式确定各舵轮的控制参数:When the rudder angle Ω is 90°, the control parameters of each steering wheel are determined according to the following formula:
    Figure PCTCN2022098137-appb-100003
    Figure PCTCN2022098137-appb-100003
    Figure PCTCN2022098137-appb-100004
    Figure PCTCN2022098137-appb-100004
    其中,L、B分别表示自主移动设备的轴距和轮距,r为车轮半径,v lf、ω lf和δ lf分别表示第一舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v rr、ω rr和δ rr分别表示第二舵轮的线速度、角速度和相对于自主移动设备的运动方向的偏角,v lf=ω lf·r,v rr=ω rr·r。 Among them, L and B represent the wheelbase and wheel base of the autonomous mobile device respectively, r is the wheel radius, v lf , ω lf and δ lf represent the linear velocity, angular velocity and relative motion direction of the first steering wheel respectively The deflection angle, v rr , ω rr and δ rr represent the linear velocity, angular velocity and deflection angle of the second steering wheel relative to the movement direction of the autonomous mobile device, v lflf ·r, v rrrr ·r.
  6. 根据权利要求1-5中任一项所述的运动控制方法,其中,在步骤S1中,采用满足下式的差速运动模型:The motion control method according to any one of claims 1-5, wherein, in step S1, a differential motion model satisfying the following formula is used:
    Figure PCTCN2022098137-appb-100005
    Figure PCTCN2022098137-appb-100005
    其中,x k、y k和θ k表示自主移动设备在路径轨迹中的第k+1个路径轨迹点的位置坐标和姿态角,Δt表示自主移动设备从第k+1个路径轨迹点运动到第k+2个路径轨迹点所用的时间,求得的线速度v、角速度ω分别表示自主移动设备在第k+1个路径轨迹点到第k+2个路径轨迹点之间的路径轨 迹段中的线速度和角速度。 Among them, x k , y k and θ k represent the position coordinates and attitude angles of the k+1th path track point of the autonomous mobile device in the path trajectory, and Δt represents the movement of the autonomous mobile device from the k+1th path track point to The time taken by the k+2th path track point, the obtained linear velocity v and angular velocity ω respectively represent the path track segment between the k+1th path track point and the k+2th path track point of the autonomous mobile device The linear and angular velocities in .
  7. 根据权利要求1-6中任一项所述的运动控制方法,其中,步骤S1包括:The motion control method according to any one of claims 1-6, wherein step S1 comprises:
    根据自主移动设备的起点、目的地和任务规划自主移动设备的路径轨迹;和/或Planning the path trajectory of the autonomous mobile device based on the origin, destination and mission of the autonomous mobile device; and/or
    根据自主移动设备的任务、自主移动设备的可通行空间和路径轨迹的弯折程度中的至少一者确定舵角Ω。The rudder angle Ω is determined according to at least one of the task of the autonomous mobile device, the traversable space of the autonomous mobile device, and the bending degree of the path track.
  8. 根据权利要求7所述的运动控制方法,其中,当自主移动设备的任务不包含侧向需求时,相应的路径轨迹段的舵角Ω为0°;当自主移动设备的任务包含侧向需求时,相应的路径轨迹段的舵角Ω为90°。The motion control method according to claim 7, wherein, when the task of the autonomous mobile device does not include a lateral demand, the rudder angle Ω of the corresponding path trajectory segment is 0°; when the task of the autonomous mobile device includes a lateral demand , the rudder angle Ω of the corresponding path trajectory segment is 90°.
  9. 一种计算机程序产品、特别是计算机可读存储介质,其包括计算器程序指令,其中,当所述计算机程序指令被一个或多于一个处理器执行时,所述处理器够执行根据权利要求1-8中任一项所述的运动控制方法。A computer program product, in particular a computer readable storage medium, comprising computer program instructions, wherein, when said computer program instructions are executed by one or more processors, said processors are capable of performing the - The motion control method according to any one of 8.
  10. 一种双舵轮式自主移动设备的运动控制系统,其中,所述运动控制系统包括双舵轮机构和用于控制双舵轮机构的操作的至少一个控制器,双舵轮机构和控制器设置成能够执行根据权利要求1-8中任一项所述的运动控制方法。A motion control system for a dual steering wheel type autonomous mobile device, wherein the motion control system includes a dual steering wheel mechanism and at least one controller for controlling the operation of the dual steering wheel mechanism, and the dual steering wheel mechanism and the controller are configured to be able to execute The motion control method according to any one of claims 1-8.
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