WO2022000878A1 - Automatic walking device and control method therefor, and readable storage medium - Google Patents
Automatic walking device and control method therefor, and readable storage medium Download PDFInfo
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- WO2022000878A1 WO2022000878A1 PCT/CN2020/123199 CN2020123199W WO2022000878A1 WO 2022000878 A1 WO2022000878 A1 WO 2022000878A1 CN 2020123199 W CN2020123199 W CN 2020123199W WO 2022000878 A1 WO2022000878 A1 WO 2022000878A1
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- 238000000034 method Methods 0.000 title claims abstract description 45
- 238000001514 detection method Methods 0.000 claims abstract description 13
- 238000004590 computer program Methods 0.000 claims description 13
- 230000000877 morphologic effect Effects 0.000 claims description 12
- 230000001154 acute effect Effects 0.000 claims description 4
- 244000025254 Cannabis sativa Species 0.000 description 16
- 230000006870 function Effects 0.000 description 6
- 238000010586 diagram Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 2
- 230000033001 locomotion Effects 0.000 description 2
- 241001494496 Leersia Species 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 239000004568 cement Substances 0.000 description 1
- 239000003086 colorant Substances 0.000 description 1
- 230000010339 dilation Effects 0.000 description 1
- 230000003628 erosive effect Effects 0.000 description 1
- -1 floor Substances 0.000 description 1
- 238000009499 grossing Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 239000002689 soil Substances 0.000 description 1
- 238000005507 spraying Methods 0.000 description 1
- 238000010408 sweeping Methods 0.000 description 1
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0231—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
- G05D1/0246—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means
- G05D1/0253—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means extracting relative motion information from a plurality of images taken successively, e.g. visual odometry, optical flow
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
- G05D1/02—Control of position or course in two dimensions
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0212—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
- G05D1/0223—Control 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
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0276—Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle
Definitions
- the invention relates to the field of intelligent control, in particular to an automatic walking device, a control method thereof and a readable storage medium.
- intelligent robots With the continuous progress of computer technology and artificial intelligence technology, the automatic walking equipment and automatic working system of intelligent robots have gradually entered people's lives, such as intelligent sweeping robots, intelligent lawn mowing robots, etc.
- intelligent robots are small in size, and are integrated with sensing devices, driving devices, batteries, etc., without manual manipulation, and can travel and work in a specified area.
- the battery power when the battery power is insufficient, it can automatically return to the charging station, dock with the charging station and charge, and continue to travel and work after charging is complete.
- the working areas of the existing automatic working systems are all large lawns, and most of the boundaries are energized equipment buried under the ground, which can be sensed by the intelligent lawn mowing robot. Moreover, when the robot reaches the boundary, it generally adopts a random turn or a method of retreating and then turning randomly, so that the robot can return to the boundary and continue to mow the grass.
- a lawn mowing robot with a camera can be used to judge whether it has reached the boundary and turn it through image recognition.
- the blades of lawnmower robots with cameras usually determine that they have reached the boundary in advance when they have not fully reached the boundary, so there will be a certain area of grass near the boundary that cannot be cut.
- the above-mentioned lawn mowing robot using an energized device as a boundary usually cuts grass in an area near the boundary through a special edge-cutting function, such as a laser sensor to achieve the edge-edge function.
- a special edge-cutting function such as a laser sensor
- the invention provides a kind of control method of automatic traveling equipment, and described control method comprises:
- Contour detection is performed on the captured image to obtain a boundary, wherein the center position O of the automatic walking device is located at one edge of the captured image;
- the method before the step of "performing contour detection on the acquired captured image to obtain a boundary", the method further includes:
- Contour detection is performed on the segmented image, and the pixel ratio pix of the lawn area or non-lawn area is counted;
- the method also includes:
- ⁇ takes an acute angle.
- "depending on the size and the l l l r automatically control the rotation direction and the rotation angle of the mobile equipment” includes: if l r> l l, automatic travel control apparatus to the right or left-handed rotation angle ⁇ Turn 180°- ⁇ ;
- step of the present invention "and l l l r according to the size of the control rotation direction and the rotation angle of the self-propelled device" comprises:
- the step "controlling the automatic walking device to rotate the included angle ⁇ to the right or 180°- ⁇ to the left" includes:
- step "controlling the automatic walking device to rotate the included angle ⁇ to the left or 180°- ⁇ to the right” includes:
- Control the automatic walking device to continue to rotate the included angle 90° to the left or right.
- the step "controlling the automatic walking device to rotate the included angle ⁇ to the right or 180°- ⁇ to the left" specifically includes:
- the step "controlling the automatic walking device to rotate the included angle ⁇ to the left or 180°- ⁇ to the right" specifically includes:
- the autonomous walking device is controlled to rotate left or right one or more times to rotate the ⁇ angle or 180°- ⁇ angle.
- the present invention also provides a kind of automatic traveling equipment, including a main body, a walking module, a power supply module, a memory and a processor arranged in the main body, and the memory stores a computer that can run on the processor.
- the self-propelled equipment further comprises a camera set on the body, and the shooting direction of the camera faces the front side of the self-propelled equipment along the travel direction; when the processor executes the computer program, it can realize the above-mentioned The steps of the control method of the automatic walking device.
- the present invention also provides a computer-readable storage medium, which stores a computer program, which can realize the steps in the control method of the above-mentioned automatic traveling equipment when the computer program is executed by the processor. .
- the function of automatic traveling equipment walking and working along the edge can be realized, and the function of working according to a prescribed path in the working area can be realized.
- the present invention provides two rotation modes of the automatic traveling equipment after encountering the boundary, both of which can completely cover the working area and improve the working efficiency.
- the lawn mowing robots can not only mow along the edge, but also plan mowing internally, so as to achieve complete coverage of the working area and improve the overall lawn mowing efficiency.
- the cost is lower and the efficiency is higher.
- Fig. 1 is the top view schematic diagram of the automatic working system of the present invention
- FIG. 2 is a schematic diagram of a captured image in the control method of the present invention.
- Fig. 3 is the schematic diagram of the path of the automatic traveling equipment in the control method of the present invention.
- FIG. 4 is a schematic structural diagram of the second embodiment of the automatic working system of the present invention.
- FIG. 5 is a schematic flowchart of the control method of the present invention.
- the automatic traveling device 1 of the present invention may be an automatic lawn mower, or an automatic vacuum cleaner, etc., which automatically travels in the work area to perform lawn mowing and vacuuming work.
- the automatic traveling device 1 is taken as an example of a lawn mower for specific description.
- the working area is a lawn.
- the self-propelled equipment 1 is not limited to lawn mowers and vacuum cleaners, but can also be other equipment, such as spraying equipment, snow removal equipment, monitoring equipment and other equipment suitable for unattended operation.
- the present invention provides a control method of the automatic traveling equipment 1, and the control method includes:
- Contour detection is carried out to the captured image to obtain boundary 2, and wherein, the center position 0 of the automatic running device is positioned at one edge of the captured image;
- the automatic walking device 1 After the automatic walking device 1 reaches the boundary 2, first obtain the position of the automatic walking device 1 in the captured image and record it as the center position O, and control the automatic walking device 1 to rotate according to the specified angle according to l r and l l so as to control it according to any regulations. Therefore, the function of the automatic traveling device 1 walking along the edge and working can be realized, and the function of working according to the specified path in the working area can be realized.
- the lawn mowing robot can cut grass along the edge and plan the lawn internally, so as to achieve complete coverage of the working area and improve the overall lawn mowing efficiency. Moreover, by combining image recognition with computing, the cost is lower and the efficiency is higher.
- the method further includes:
- Contour detection is performed on the segmented image, and the pixel ratio pix of the lawn area or non-lawn area is counted;
- the captured image captured by the camera is usually in RGB format, and the binarized image needs to be performed in the captured image in HSV format, so the captured image in RGB format needs to be converted into a captured image in HSV format in advance.
- a morphological image may also be used, so that P 1 (x r , y r ), P 2 (x l , y l ) is more precise.
- the automatic walking device 1 may still be far away from the boundary 2, then the automatic walking device 1 continues acquired walking forward until P 1 (x r, y r ) and P 2 (x l, y l ) of the captured image located on both sides of the center position, such as P 1 (x r, y r ) is located in the center position O the right side, P 2 (x l, y l) at the left of the center position O.
- the shooting direction of the camera of the automatic walking device 1 faces the front side. Obviously, the grass in the captured image is located in the lower half of the captured image, and the non-grass is located in the upper half of the captured image.
- the solution in the present invention can output a binarized image with obvious border 2.
- performing morphological operations on the binarized image includes removing noise and smoothing the image, such as dilation and erosion, so that the boundary 2 is more obvious and tends to be a straight line.
- inverse operations are performed on the morphological image to obtain a segmented image.
- the pattern portion of the grass is black
- the pattern portion of the non-working area or border 2 is white.
- the pixel ratio pix of the non-lawn area is calculated; in this embodiment, the pixel ratio pix of the non-lawn area is actually counted. If the pix is within the threshold range, it is determined that the autonomous walking device 1 has reached the boundary 2 .
- the pixel ratio pix of the non-lawn area can represent the distance between the automatic walking device 1 and the boundary 2. When the pix is large enough, it can be judged that the automatic walking device 1 has reached the boundary 2, and the arrival information is sent.
- the above step provides a method for judging whether to send the arrival information.
- other methods can also be used to judge whether the automatic walking device 1 has reached the boundary 2 .
- the step "obtaining the angle ⁇ between the line connecting the intersection points P 1 (x r , y r ) and P 2 (x l , y l ) and the center line" includes:
- ⁇ can be calculated in a variety of ways, such as using the vector angle formula.
- the above calculation formula can calculate the included angle ⁇ between the connection line of the intersection points P 1 (x r , y r ) and P 2 (x l , y l ) and the center line, and the included angle ⁇ is related to the angle at which the automatic traveling device 1 needs to turn .
- ⁇ only takes an acute angle; if ⁇ takes an obtuse angle, the best way is to make the automatic walking device 1 rotate in the opposite direction. 180°-theta.
- two steering methods of the automatic walking device 1 are provided.
- the steps "according to the The size of l r and l l controls the rotation direction and rotation angle of the automatic walking device 1" including:
- the distances l r and l l between P 1 (x r , y r ) and P 2 (x l , y l ) and the center position O in the direction of the center line can be used to determine the rotation angle of the automatic walking device 1 . If l r ⁇ l l , it means that the intersection point P 1 (x r , y r ) is closer to the center position O. As shown in FIG. 2b , in order to prevent the automatic traveling equipment from touching the outside of the boundary or the free turning time is too long, The work efficiency is low.
- the automatic traveling device 1 can rotate the included angle 90° to the right or left.
- step "controlling the automatic walking device 1 to rotate the included angle ⁇ to the right or 180°- ⁇ to the left" includes:
- Control the automatic walking device 1 to continue to rotate the included angle to the right or left by 90°;
- the step "controlling the automatic walking device 1 to rotate the included angle ⁇ to the left or 180°- ⁇ to the right" includes:
- Control the automatic walking device 1 to continue to rotate the included angle 90° to the left or right.
- the traveling route of the automatic walking device 1 is parallel to the boundary 2.
- the automatic walking device 1 1 After traveling for t1 time, it can continue to be rotated by 90° to make it travel in a direction perpendicular to the edge, so that the automatic traveling device 1 can completely cover the working area. Then the automatic walking device can be controlled to walk according to the planned path, such as the walking path in Figure 3.
- the automatic walking device can be rotated to the right or left by any given ⁇ plus any given angle to control it to walk along the planned path.
- the included angle ⁇ can be achieved by multiple rotations or one-time rotation.
- the step "controlling the automatic walking device 1 to rotate the included angle ⁇ to the right or 180°- ⁇ to the left” specifically includes: controlling the automatic walking device 1. Rotate the ⁇ or 180°- ⁇ angle to the right at one time or several times to make the final total rotation angle reach the ⁇ or 180°- ⁇ angle;
- step "Control the automatic walking device 1 to rotate the included angle ⁇ to the left or right or “180°- ⁇ angle” specifically includes: controlling the automatic walking device 1 to rotate to the left by one-time rotation ⁇ or 180°- ⁇ angle or multiple rotations so that the final total rotation angle reaches ⁇ or 180°- ⁇ angle.
- the automatic walking device 1 may not walk along the boundary 2 after encountering the boundary 2, but walk along the direction perpendicular to the boundary 2, then at this time, the steps " According to the size of l r and l l , control the rotation direction and rotation angle of the automatic walking device 1" including:
- the self-propelled device 1 moves in a direction perpendicular to the boundary 2 after encountering the boundary 2 .
- the present invention also provides an automatic working system, and has two specific embodiments.
- the automatic working system includes:
- the automatic traveling equipment 1 can work according to the control method as described above;
- a non-working area is provided at the outer edge of the working area, and the color of the working area and the non-working area are different and form a boundary 2 .
- the grass field is the working area.
- the non-working area can be bare soil, floor, cement board, etc., and its geology is larger than that of the grass field. The color is also quite different from that of the grass.
- a border 2 is naturally formed between the working area and the non-working area due to the apparent difference in color.
- the control method in the present invention can still be applied to judge the steering direction of the automatic traveling device 1 .
- the automatic working system includes:
- the self-propelled equipment 1 can work according to the above-mentioned control method; the boundary 2 is formed in a ring shape and forms a working area for limiting the self-propelled equipment 1, the boundary 2 extends upward from the ground, and the boundary 2 Different from the color of the work area.
- the automatic traveling device 1 obtains the captured image, and then processes and analyzes the captured image to obtain the area where the automatic traveling device 1 travels. Therefore, the boundary 2 of the automatic working system of the present invention can extend upward from the ground, Therefore, it is photographed and recognized by the automatic walking device 1 .
- the color of the border 2 is also different from the color of the lawn, and is a color other than green.
- the present invention also provides an automatic traveling device 1, which includes a body, a traveling module, a power supply module, a memory and a processor arranged in the body, the memory stores a computer program that can be run on the processor, and the automatic The walking device 1 also includes a camera arranged on the body, and the shooting direction of the camera is toward the front side of the automatic walking device 1 along the traveling direction; when the processor executes the computer program, the automatic walking as described above can be realized The steps of the control method of the device 1. That is to say, when the processor executes the computer program, the steps of the control method of any one of the embodiments of the automatic walking device 1 described above can be implemented.
- a camera is provided on the main body of the automatic traveling device 1 in the present invention, so that a photographed image can be photographed and acquired.
- the shooting direction of the camera is toward the front side of the automatic traveling device 1 along the traveling direction, so that the camera captures the scene of the front side of the automatic traveling device 1 . Therefore, the following motion trajectory of the autonomous running device 1 can be analyzed according to the captured images captured by the autonomous running device 1 .
- the present invention also provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by the processor, can realize the steps in the control method of the automatic walking device 1 as described above. That is to say, when the processor executes the computer program, the steps of the control method of any one of the embodiments of the automatic walking device 1 described above can be implemented.
- the present invention provides a self-propelled device 1, a control method thereof, and a computer-readable storage medium.
- the captured image since the self-propelled device 1 reaches the boundary 2, the captured image must have The lawn area and the non-lawn area, and the chromaticity of the pixels belonging to the lawn area and the pixels of the non-lawn area are different, so the captured image can be processed such as contour detection and the rotation direction and rotation angle of the automatic walking device 1 can be obtained; More efficient and easier.
- the automatic working system of the present invention does not need to lay out additional boundary lines underground, which reduces the cost of manpower and material resources, the shape of the working area is flexible and unrestricted, the recognition speed is fast, and the accuracy is high, and the automatic walking equipment in the present invention can also be improved. 1 Especially the working efficiency of automatic lawn mowing robots.
Abstract
Description
Claims (10)
- 一种自动行走设备的控制方法,其特征在于,所述控制方法包括:A control method for automatic traveling equipment, characterized in that the control method comprises:对获取的拍摄图像进行轮廓检测以获得边界,其中,自动行走设备的中心位置O位于所述拍摄图像的一边沿;Contour detection is performed on the captured image to obtain a boundary, wherein the center position O of the automatic walking device is located at one edge of the captured image;获取边界在拍摄图像的边沿的交点P 1(x r,y r),P 2(x l,y l); Obtain the intersection P 1 (x r , y r ), P 2 (x l , y l ) where the boundary is at the edge of the captured image;分别获得P 1(x r,y r)和P 2(x l,y l)与自动行走设备的中心位置O所在边沿的最短距离l r、l l; Obtain the shortest distances l r and l l between P 1 (x r , y r ) and P 2 (x l , y l ) and the edge where the center position O of the automatic walking device is located;根据l r和l l的大小控制自动行走设备的旋转方向及旋转角度。 Control the rotation direction and rotation angle of the automatic walking device according to the size of l r and l l.
- 根据权利要求1所述的控制方法,其特征在于,在步骤“对获取的拍摄图像进行轮廓检测以获得边界”之前,所述方法还包括:The control method according to claim 1, characterized in that, before the step of "performing contour detection on the acquired captured image to obtain a boundary", the method further comprises:获得拍摄图像;obtain captured images;对拍摄图像进行二值化处理输出二值化图像;Perform binarization processing on the captured image to output a binarized image;对二值化图像进行形态学操作获得形态图像;Perform morphological operations on the binarized image to obtain a morphological image;对形态图像进行反操作,获得分割图像;Perform inverse operations on the morphological image to obtain a segmented image;对分割图像进行轮廓检测,统计草坪区域或非草坪区域的像素占比pix;Contour detection is performed on the segmented image, and the pixel ratio pix of the lawn area or non-lawn area is counted;若pix在阈值范围内,则判定自动行走设备到达边界。If pix is within the threshold range, it is determined that the automatic walking device has reached the boundary.
- 根据权利要求1或2所述的控制方法,其特征在于,所述方法还包括:The control method according to claim 1 or 2, wherein the method further comprises:获取交点P 1(x r,y r)和P 2(x l,y l)的连线与中心线的夹角θ,其中,所述中心线为垂直于所述中心位置O所在边沿并且通过所述中心位置O的直线。 Obtain the angle θ between the line connecting the intersection points P 1 (x r , y r ) and P 2 (x l , y l ) and the center line, where the center line is perpendicular to the edge where the center position O is located and passes through The straight line of the center position O.
- 根据权利要求3所述的控制方法,其特征在于,θ为锐角。The control method according to claim 3, wherein θ is an acute angle.
- 根据权利要求4所述的控制方法,其特征在于,“根据l r和l l的大小控制自动行走设备的旋转方向及旋转角度”包括: The control method according to claim 4, characterized in that the "self-propelled rotating direction and the rotation angle of the device according to the l l l r and size control" comprises:若l r>l l,则控制自动行走设备向右旋转夹角θ或向左旋转180°-θ; If l r > l l , control the automatic walking device to rotate the included angle θ to the right or 180°-θ to the left;若l r<l l,则控制自动行走设备向左旋转夹角θ或向右旋转180°-θ; If l r <l l , control the automatic walking device to rotate the included angle θ to the left or 180°-θ to the right;若l r=l l,则控制自动行走设备向右或向左旋转夹角θ或180°-θ。 If l r =l l , control the automatic walking device to rotate the included angle θ or 180°-θ to the right or left.
- 根据权利要求4所述的控制方法,其特征在于,步骤“根据l r和l l的大小控制 自动行走设备的旋转方向及旋转角度”包括: control method according to claim 4, is characterized in that, step " according to the size of 1 r and 1 l to control the rotation direction and rotation angle of automatic traveling equipment " comprises:若l r>l l,则控制自动行走设备向右旋转夹角θ+90°; If l r > l l , control the automatic walking device to rotate the included angle θ+90° to the right;若l r<l l,则控制自动行走设备向左旋转夹角θ+90°; If l r <l l , control the automatic walking equipment to rotate the included angle θ+90° to the left;若l r=l l,则控制自动行走设备向右或向左旋转夹角θ+90°。 If l r =l l , control the automatic walking device to rotate the included angle θ+90° to the right or left.
- 根据权利要求5所述的控制方法,其特征在于,The control method according to claim 5, characterized in that:步骤“控制自动行走设备向右旋转夹角θ或向左旋转180°-θ”之后包括:The step "controlling the automatic walking device to rotate the included angle θ to the right or 180°-θ to the left" includes:控制自动行走设备行进t1时间;Control the travel time t1 of the automatic walking equipment;控制自动行走设备继续向右或向左旋转夹角90°;Control the automatic walking device to continue to rotate the included angle 90° to the right or left;步骤“控制自动行走设备向左旋转夹角θ或向右旋转180°-θ”之后包括:After the step "controlling the automatic walking device to rotate the included angle θ to the left or 180°-θ to the right" includes:控制自动行走设备行进t1时间;Control the travel time t1 of the automatic walking equipment;控制自动行走设备继续向左或向右旋转夹角90°。Control the automatic walking device to continue to rotate the included angle 90° to the left or right.
- 根据权利要求5所述的控制方法,其特征在于,步骤“控制自动行走设备向右旋转夹角θ或向左旋转180°-θ”具体包括:The control method according to claim 5, wherein the step "controlling the automatic walking device to rotate the included angle θ to the right or 180°-θ to the left" specifically includes:控制自动行走设备向右或向左一次性或多次旋转以旋转了θ角度或180°-θ角度;Controlling the automatic walking device to rotate right or left one or more times to rotate the θ angle or 180°-θ angle;步骤“控制自动行走设备向左旋转夹角θ或向右旋转180°-θ”具体包括:The step "controlling the automatic walking device to rotate the included angle θ to the left or 180°-θ to the right" specifically includes:控制自动行走设备向左或向右一次性或多次旋转以旋转了θ角度或180°-θ角度。The autonomous walking device is controlled to rotate left or right one or more times to rotate the θ angle or 180°-θ angle.
- 一种自动行走设备,包括本体、行走模块、电源模块及设置于本体内的存储器和处理器,所述存储器存储有可在处理器上运行的计算机程序,其特征在于,所述自动行走设备还包括设置于本体上的摄像头,所述摄像头的拍摄方向朝向该自动行走设备沿行进方向的前侧;所述处理器执行所述计算机程序时可实现权利要求1至8中任意一项所述的自动行走设备的控制方法的步骤。An automatic walking device, comprising a main body, a walking module, a power supply module, a memory and a processor arranged in the main body, the memory storing a computer program that can be run on the processor, and characterized in that the automatic walking device also Including a camera set on the main body, the shooting direction of the camera is toward the front side of the automatic walking device along the traveling direction; when the processor executes the computer program, it can realize any one of claims 1 to 8. The steps of the control method of the automatic walking device.
- 一种计算机可读存储介质,其存储有计算机程序,其特征在于,该计算机程序被处理器执行时可实现权利要求1至8中任意一项所述的自动行走设备的控制方法中的步骤。A computer-readable storage medium storing a computer program, characterized in that, when the computer program is executed by a processor, the steps in the control method for an automatic traveling device according to any one of claims 1 to 8 can be implemented.
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