WO2022027911A1 - Robot navigation method and apparatus, terminal device and storage medium - Google Patents

Robot navigation method and apparatus, terminal device and storage medium Download PDF

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Publication number
WO2022027911A1
WO2022027911A1 PCT/CN2020/140409 CN2020140409W WO2022027911A1 WO 2022027911 A1 WO2022027911 A1 WO 2022027911A1 CN 2020140409 W CN2020140409 W CN 2020140409W WO 2022027911 A1 WO2022027911 A1 WO 2022027911A1
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WIPO (PCT)
Prior art keywords
area
map
robot
environment information
preset
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PCT/CN2020/140409
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French (fr)
Chinese (zh)
Inventor
黄高波
陈祖斌
熊友军
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深圳市优必选科技股份有限公司
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Publication of WO2022027911A1 publication Critical patent/WO2022027911A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/20Instruments for performing navigational calculations
    • G01C21/206Instruments for performing navigational calculations specially adapted for indoor navigation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29Geographical information databases

Definitions

  • the present application belongs to the technical field of navigation and positioning, and particularly relates to a robot navigation method, device, terminal device and storage medium.
  • robots With the advancement of science and technology, traditional mechanical labor is gradually replaced by robots.
  • the sweeping work is performed by the sweeping robot
  • the inspection work of indoor equipment is performed by the indoor inspection robot.
  • robots such as sweeping robots and indoor inspection robots need to adopt a navigation and movement scheme to achieve automatic movement when performing tasks.
  • the navigation and movement scheme of indoor robots adopts the simultaneous localization and mapping (SLAM) technology.
  • SLAM simultaneous localization and mapping
  • This technology builds a global map and performs global path planning based on the global map. , move the robot to the destination.
  • the global path planning needs to ensure that there is a path between the current position of the robot and the destination, that is, it needs to ensure that the robot can pass through the narrowest path in the global path planning.
  • passage obstructions such as doors and curtains in the passage, which makes it impossible to accurately identify the position of the robot's surrounding environment corresponding to the global map, which may cause positioning drift or positioning errors. .
  • the embodiments of the present application provide a robot navigation method, an apparatus, a terminal device, and a storage medium, which can solve the problem of positioning drift or positioning error in the current robot navigation method.
  • an embodiment of the present application provides a robot navigation method, including:
  • the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, the local map of the second area is called, the first target location is in the second area, and the map environment information is The first target position corresponds to the map environment information in the global map of the first area;
  • the navigation is performed in the second area after positioning.
  • the matching degree between the actual environment information and the map environment information of the first area is detected at the first target position. After reaching the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and closing the passageway changes the robot in the first place.
  • the surrounding environment at the target position makes it impossible for the robot to accurately identify the location of the robot's surrounding environment corresponding to the global map, so a local map whose map environment is basically consistent with the robot's surrounding environment is called;
  • the robot performs positioning, so that the robot is changed from the positioning based on the global map to the positioning based on the local map, and the positioning accuracy of the robot is improved; finally, based on the preset local path of the local map, the positioned robot is navigated in the second area. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
  • positioning in the second area includes:
  • the second coordinate corresponding to the first coordinate is determined, and the second coordinate is the coordinate of the first target position in the local map;
  • This embodiment continues to locate the position of the robot in the local map based on the position of the robot in the global map according to the method of connecting and positioning on the map, so as to avoid positioning deviation or positioning error when positioning according to the local map again, and also avoid the first target position Positioning offset or positioning error caused by environmental changes due to the closure of the passageway, thereby improving the positioning accuracy of the robot.
  • the local map of the second area is called, including :
  • the local map of the second area is called.
  • the actual environment information and the map environment information are matched to accurately identify whether the environment where the robot is located has changed, so as to determine whether the map needs to be called, so as to avoid calling when the environment changes due to certain circumstances.
  • the local map makes the map environment of the local map inconsistent with the actual environment, which eventually leads to positioning drift or positioning errors. It can be seen that determining whether to call the local map when the passageway is closed can further improve the accuracy of robot positioning.
  • an embodiment of the present application provides a robot navigation device, including:
  • the calling module is used to call the local map of the second area if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, and the first target location is in the second area , the map environment information is the map environment information corresponding to the first target position in the global map of the first area;
  • the positioning module is used for positioning in the second area according to the local map
  • the navigation module is used for navigating in the second area after positioning based on the preset local path of the local map.
  • an embodiment of the present application provides a terminal device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, when the processor executes the computer program Implement the robot navigation method according to any one of the above first aspects.
  • an embodiment of the present application provides a computer-readable storage medium, where the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, any one of the above-mentioned first aspects is implemented.
  • an embodiment of the present application provides a computer program product that, when the computer program product runs on a terminal device, enables the terminal device to execute the robot navigation method described in any one of the first aspects above.
  • FIG. 1 is a schematic flowchart of a robot navigation method provided by an embodiment of the present application.
  • FIG. 2 is a schematic diagram of a specific refinement process of step S102 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
  • FIG. 3 is a schematic diagram of a specific refinement process of step S101 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
  • FIG. 4 is a schematic diagram of a specific refinement process of step S103 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
  • FIG. 5 is a partial schematic diagram when a terminal device according to an embodiment of the present application constructs a global map
  • FIG. 6 is a schematic diagram of a preset global path of a global map provided by an embodiment of the present application.
  • FIG. 7 is a schematic diagram of a preset partial path of a partial map provided by an embodiment of the present application.
  • FIG. 8 is a schematic diagram of an inspection scene of an inspection robot provided by an embodiment of the present application.
  • FIG. 9 is a schematic structural diagram of a robot navigation device provided by an embodiment of the present application.
  • FIG. 10 is a schematic structural diagram of a terminal device provided by an embodiment of the present application.
  • the term “if” may be contextually interpreted as “when” or “once” or “in response to determining” or “in response to detecting “.
  • the phrases “if it is determined” or “if the [described condition or event] is detected” may be interpreted, depending on the context, to mean “once it is determined” or “in response to the determination” or “once the [described condition or event] is detected. ]” or “in response to detection of the [described condition or event]”.
  • references in this specification to "one embodiment” or “some embodiments” and the like mean that a particular feature, structure or characteristic described in connection with the embodiment is included in one or more embodiments of the present application.
  • appearances of the phrases “in one embodiment,” “in some embodiments,” “in other embodiments,” “in other embodiments,” etc. in various places in this specification are not necessarily All refer to the same embodiment, but mean “one or more but not all embodiments” unless specifically emphasized otherwise.
  • the terms “including”, “including”, “having” and their variants mean “including but not limited to” unless specifically emphasized otherwise.
  • the robot cannot accurately identify the position of the robot's surrounding environment corresponding to the global map, and may cause positioning drift or positioning error.
  • the robot needs to enter the constant temperature and humidity room in the laboratory to perform tasks, and then exit the constant temperature and humidity room after the task is completed.
  • the door of the constant temperature and humidity room needs to be in a normally closed state.
  • the door of the constant temperature and humidity room needs to be closed.
  • the surrounding environment of the robot after entering the constant temperature and humidity room is inconsistent with the map environment of the global map, and the robot cannot accurately identify the robot.
  • the surrounding environment corresponds to the position on the global map, which may eventually lead to positioning drift or positioning errors.
  • the matching degree between the actual environment information and the map environment information of the first area is detected at the first target position, since it is necessary to ensure that there is a path for the global path during global path planning. , so when the robot reaches the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and the closed passageway has changed.
  • the surrounding environment of the robot at the first target position makes the robot unable to accurately identify the position of the robot's surrounding environment corresponding to the global map, so a local map whose map environment is basically consistent with the robot's surrounding environment is called;
  • the positioning of the robot in the second area makes the robot change from the positioning based on the global map to the positioning based on the local map, which improves the positioning accuracy of the robot; Navigate within. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
  • FIG. 1 shows a schematic flowchart of the robot positioning method provided by the present application.
  • the execution subject of the robot navigation method provided by the present application is a terminal device, and the terminal device includes a robot.
  • robots are mechanical devices that perform work automatically, such as inspection robots and sweeping robots. They can be commanded by humans, can also execute pre-programmed programs, and can also act according to principles and programs formulated with artificial intelligence technology.
  • the robot navigation method shown in FIG. 1 includes S101 to S104, which will be described in detail below.
  • the actual environment information is the distance information of the surrounding objects detected by the radar on the robot at the first target position, which can be specifically represented as a radar image detected and drawn by the radar, and the map environment information is for the robot to construct a global map
  • the distance information of the surrounding objects detected at the first target position at the time which is specifically characterized as the radar image of the first target position in the global map.
  • the representation method of the above-mentioned actual environment information and map environment information is related to the image construction method. Those skilled in the art can detect the distance of the object based on the radar and construct the radar image, obtain the infrared image based on the infrared camera, etc., which is not limited.
  • the terminal device presets and stores a pre-built local map, where the local map is a local map in the global map.
  • the local map is a map of the inner space of the second area, which can be constructed based on the SLAM technology. It should be noted that since the local map is called only after the actual environment and the map environment are different, the construction of the local map also needs to be carried out under the condition that the actual environment and the map environment are consistent. It can be understood that the local map can be pre-built by the terminal device, or the files corresponding to the local map can be transplanted to the terminal device after being pre-built by other devices. That is to say, the execution body for constructing the local map and the execution body for using the local map may be the same or different.
  • the terminal device also obtains a global map of the first area in advance, and the global map is constructed in different ways, and the corresponding maps are represented in different ways.
  • a radar map is obtained based on laser SLAM technology
  • a color map is obtained based on visual SLAM technology.
  • this embodiment uses the radar map obtained by the laser SLAM technology to explain the robot navigation method.
  • the first area is the navigation range of the robot under the preset global path, and may specifically be an indoor area.
  • the global map is a map of all spaces in the first area, that is, the map of the second area can be viewed according to the global map, and the global map can be constructed based on the SLAM technology. It can be understood that the global map can be pre-built by the terminal device, or the files corresponding to the global map can be transplanted to the terminal device after being pre-built by other devices. That is to say, the execution body for constructing the global map and the execution body for using the global map may be the same or different.
  • FIG. 5 shows a partial schematic diagram of a terminal device provided by an embodiment of the present application constructing a global map.
  • R is the robot in a moving state
  • W is the edge of the object scanned by the robot.
  • the terminal device controls the robot R to move in the first area.
  • the radar on the robot scans the objects around the robot, and then based on the distance between the robot and the object, the boundary of the object at the distance is depicted.
  • the robot is controlled to travel through each position of the first area. It can be understood that the construction process of the local map is similar to that of the global map, which will not be described in detail later.
  • the robot is navigated to the first target position in the second area. If the matching degree between the map environment information is less than the preset value, the local map of the second area is called.
  • the terminal device pre-stores a pre-planned preset global path.
  • the preset global path is the navigation path of the robot in the first area, which can be obtained by combining the SLAM technology with the path planning algorithm. It should be noted that, since the global path planning needs to ensure that there is a path between the starting point and the end point, if the global path needs to pass through the second area, when constructing the global map and global path planning, the first area and the second area must be connected.
  • the passageway is opened.
  • the passageway is the connection position between the first area and the second area, which can be a door, window, door curtain, etc. that can be opened and closed.
  • the passageway can be an electrical device controlled by electricity, or a mechanical device controlled manually; further, the electrical device can also be a device provided with a sensor that can be automatically sensed to realize opening or closing.
  • FIG. 6 is a schematic diagram of a preset global path of a global map provided by an embodiment of the present application.
  • the global map is the map of the first area
  • ABCD is the second area
  • X and Y are the start and end points of the preset global path
  • AB and CD are the controllable gates
  • E and F are the first target position and second target position.
  • the door AB is in the closed state
  • the door CD is in the open state.
  • the robot Based on the global path planning algorithm, the robot initially plans the initial path on the global map, and controls the robot to move according to the planned initial path. During the movement of the robot, the initial path is optimized based on the local path planning algorithm and the obstacle avoidance algorithm, and finally the global path from point X through the second area to point Y as shown in Figure 6 is obtained.
  • the global path planning algorithm may be an A-star algorithm or a Dijkstra algorithm, etc.
  • the global path planning algorithm may be a DWA (dynamic window approach) algorithm or the like. It can be understood that the planning process of the preset local path is similar to the preset global path, and details will not be described later.
  • the terminal device controls the robot to navigate through the passageway to the first target position in the second area based on the preset global path of the global map of the first area.
  • the passageway can be always in the open state before the robot passes by, or it can be switched from the closed state to the open state;
  • the first target position can be a preset positioning point, or it can be a position randomly reached by the terminal device, as long as it satisfies the
  • the first target position may exist both in the global map and in the local map.
  • the terminal device controls the robot to move to the same location based on the preset global path of the global map of the first area.
  • the passageway has a position with a preset distance
  • the passageway is controlled to be opened, and the passageway is navigated to the first target position in the second area.
  • the terminal device controls the robot to navigate directly through the passageway to the first target position in the second area based on the preset global path of the global map of the first area.
  • the terminal device makes the robot pass through the passage between the first area and the second area to reach the first target position in the second area. Since the global path planning needs to ensure that There is a path in the global path, so the surrounding environment of the robot when it passes through the passageway according to the preset global path is basically the same as the map environment of the global map, so the robot will not have positioning drift or positioning error. It should be understood that, based on the preset global path of the global map of the first area, after navigating the robot to the first target position in the second area, the matching degree between the actual environment information of the first target position and the map environment information is not detected.
  • the robot may move to the first target position based on a preset global path, or may move to the first target position by other planned paths, that is, when the robot is in the first target position
  • the target location detects that the matching degree between the actual environment information and the map environment information is less than the preset value, the condition for calling the local map is satisfied.
  • the terminal device pre-stores the position correspondence between the first area and the second position, and the position correspondence may be the correspondence between the first coordinate system of the first area and the second coordinate system of the second area
  • the first coordinate system is a Cartesian coordinate system established with a preset point in the first area as the origin, a certain direction as the X axis, and another direction perpendicular to the X axis as the Y axis
  • the second coordinate system is A Cartesian coordinate system established with a preset point in the second area as the origin, a direction as the X axis, and another direction perpendicular to the X axis as the Y axis.
  • the first coordinate system and the second coordinate system are the same coordinate system.
  • the terminal device locates the robot in the second area according to the positional correspondence between the first area and the second area.
  • the terminal device may determine the coordinate point of the position of the robot (which may be understood as the first target position, but not necessarily) in the first coordinate system.
  • the positioning based on the global map is changed to the positioning based on the local map, that is, the positioning of the robot in the local map is realized.
  • the terminal device pre-stores a preset partial path
  • the preset partial path is the navigation path of the robot in the second area, which can be obtained by combining the SLAM technology with the path planning algorithm.
  • FIG. 7 is a schematic diagram of a preset partial path of a partial map provided by an embodiment of the present application.
  • the local map is the map of the second area
  • ABCD is the second area
  • AB and CD are the controllable gates, respectively
  • E and F are the first target position and the second target position, wherein the gate AB and gate CD is closed.
  • the planning process of the preset local path is similar to the planning process of the preset global path. The difference is that the preset global path is obtained based on the global map planning when the passage is open, and the preset local path is based on the closed state of the passage.
  • the local map planning of the time is obtained.
  • the robot can eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
  • FIG. 2 shows a schematic diagram of the specific refinement process of step S102 in the embodiment corresponding to FIG. 1 provided by the present application; in some possible implementations of the present application, the above-mentioned S102 may include steps S201 to S203, S201 to S203 will be specifically described below.
  • S201 Determine the first coordinates of the first target position in the global map of the first area.
  • the robot is located at the first target position
  • the first coordinates are the coordinate points corresponding to the first target position in the coordinate system where the global map is located, which can be obtained by the radar positioning on the robot.
  • the first coordinate may include the X-axis coordinate value and the Y-axis coordinate value of the first target position corresponding to the coordinate system where the global map is located, and may also include the attitude information of the robot, such as the heading angle, pitch angle and roll angle.
  • S202 Determine a second coordinate corresponding to the first coordinate according to the positional correspondence between the first area and the second area, where the second coordinate is the coordinate of the first target location in the local map.
  • the terminal device determines that the first coordinates correspond to the second coordinates in the local map according to the position correspondence between the first area and the second area.
  • the position correspondence may be a correspondence between the first coordinate system of the first area and the second coordinate system of the second area.
  • the first coordinate in the first coordinate system can be transformed into the second coordinate in the second coordinate system based on the Euler transformation equation.
  • the second coordinate of the terminal device is used as the position of the robot in the second area, so as to complete the positioning of the robot in the second area, so as to continue to locate the robot with the position of the robot in the global map in the way of connecting and positioning according to the map.
  • the position of the robot in the local map can avoid positioning deviation or positioning error when re-positioning according to the local map, and also avoid the positioning deviation or positioning error caused by the environmental change of the first target position due to the closing of the passageway, thereby improving the The positioning accuracy of the robot.
  • FIG. 3 shows a schematic diagram of the specific refinement process of step S101 in the embodiment corresponding to FIG. 1 provided by the present application; There is a passageway, and the above S101 may include steps S301 and S302, and S301 and S302 will be specifically described below.
  • the closed state is used as the basis for invoking the local map.
  • the closed state may refer to a fully closed state or a semi-closed state, and the semi-closed state is the state of the passageway when the robot cannot directly pass through the passageway. Due to the different types of the second area and the different states of the passageway under normal circumstances, the reasons for the passageway being in the closed state are also different.
  • the robot reaches the first target position. After that, the access channel needs to be closed.
  • the passages such as doors and windows can be open or closed under normal circumstances, and when the robot reaches the first target position, the passage is just blocked by the user or the wind. and other factors are closed, so it will also make the robot in a closed state. It can be understood that after the robot reaches the first target position, the passageway may also be in an open state or may be in a closed state.
  • the terminal device After the terminal device reaches the first target position, it will detect whether the passageway is closed through sensing devices such as radar and infrared sensors. It is likely to be inconsistent, so it is further determined whether to invoke a local map that is consistent with the surrounding environment of the robot's location. If the passage is open, continue to navigate the robot based on the global map.
  • sensing devices such as radar and infrared sensors. It is likely to be inconsistent, so it is further determined whether to invoke a local map that is consistent with the surrounding environment of the robot's location. If the passage is open, continue to navigate the robot based on the global map.
  • the preset value is used as the basis for whether to call the local map when the passageway is in the closed state, and the preset value can be preset, which is not limited.
  • the terminal device matches the actual environment information with the map environment information, obtains the matching degree after information processing and matching, and compares the matching degree with the preset value. If the matching degree is less than the preset value, the local map of the second area is called.
  • the terminal device matches the radar image actually detected by the radar on the robot at the first target position with the radar image of the global map, and the matching degree between the two can be matched based on a preset image matching algorithm. If the matching degree is less than the preset value, it means that the surrounding environment of the robot at the first target position is inconsistent with the map environment in the global map corresponding to the first target position. At this time, there may be a positioning offset or positioning error, so call the first target position. Local map of the second area. If the matching degree is equal to or greater than the preset value, it means that the surrounding environment of the robot at the first target position is basically the same as the map environment corresponding to the first target position in the global map, and the robot can recognize that the first target position is in the global map. , so there is no need to call the local map of the second area. It can be understood that when the matching degree is equal to or greater than the preset value, the local map of the second area can also be called.
  • the actual environment information and the map environment information are matched to accurately identify whether the environment where the robot is located has changed, so as to determine whether the map needs to be called, so as to avoid the situation when the environment changes due to certain circumstances.
  • the map environment of the local map is inconsistent with the actual environment, resulting in positioning drift or positioning error, which further improves the accuracy of robot positioning.
  • FIG. 4 shows a schematic diagram of the specific refinement process of step S103 in the embodiment corresponding to FIG. 1 provided by the present application; in some possible implementations of the present application, the above-mentioned S103 may include steps S401 and S402, S401 and S402 will be specifically described below.
  • S401 Acquire task parameters of a work task of the robot, where the task parameters include multiple work coordinate points on a local map.
  • the work task is a task that the robot needs to perform in the second area.
  • the task parameters may include map parameters and task deployment parameters.
  • the map parameters include but are not limited to the preset global path of the global map and the preset local path of the local map; the task deployment parameters are the specific task parameters to be performed by the robot, such as the camera on the robot Focal length, lift rod height, gimbal pitch angle, etc.
  • the preset local path includes multiple work coordinate points, that is, each position where the robot performs the task.
  • S402 navigate the positioned robot to a plurality of work coordinate points in sequence, until the work task of the robot is completed at each work coordinate point.
  • the inspection robot performs inspection tasks: move the robot to a designated position (working coordinate point), raise the lift rod on the robot to a designated height, adjust the angle of the pan/tilt to a designated angle, and move the robot to a designated position.
  • the camera is aimed at the equipment and meters of the shooting equipment, and the parameters such as the focal length and zoom of the camera are adjusted, and finally the photographing operation is performed to complete the work task of a working coordinate point.
  • the embodiment of the present application also provides a process for the robot to leave the second area.
  • the terminal device navigates the robot to the second target position in the second area according to the preset local path; if the passageway is closed, it controls the passageway to open, and calls the global map of the first area; according to the global map and the local map The position corresponding relationship of the position of the robot is located in the first area; based on the preset global path of the global map, the positioned robot is navigated in the first area.
  • the terminal device controls the robot to navigate to the second target position in the second area based on the preset partial path of the partial map of the second area.
  • the second target position may be a preset positioning point, or may be a position randomly reached by the terminal device, as long as the second target position is satisfied, both in the global map and in the local map.
  • the explanation of the steps for the robot to leave the second area can be explained with reference to the steps for the robot to enter the second area, but it is understood that the robot directly enters the second area and performs positioning in the second area, and After positioning in the area, leave the second area.
  • FIG. 8 is a schematic diagram of a machine room inspection scene of an inspection robot provided by an embodiment of the application.
  • the global map is the map of the first area
  • ABCD is the IDC room (the second area), which is also the inspection area of the robot
  • X and Y are the start and end points of the preset global path
  • ABCD is the robot's inspection area.
  • AB and CD are the controllable doors
  • E and F are the first target position and the second target position, respectively.
  • the door AB and door CD of the IDC room It needs to be in normally closed state.
  • the inspection robot reads the work task from the database, and based on the task parameters in the work task, sends the navigation destination to the navigation mobile module on the inspection robot.
  • the inspection robot remotely controls door CD to open and passes through door CD to reach point E, and remotely controls door CD to close again.
  • the local map is called through the map management and positioning module on the inspection robot and positioned at point E to ensure that after the map is switched
  • the robot is positioned accurately in the second area.
  • the navigation and movement model of the inspection robot is based on the task parameters of the work task.
  • the inspection robot is navigated to each inspection point in turn, and the inspection control module on the inspection robot executes the work task based on the preset task parameters. , such as raising the lift rod on the inspection robot to the specified height, and adjusting the angle of the gimbal so that the camera is aimed at the instrument of the equipment room to be photographed, and then adjust the camera focal length, zoom and other parameters before shooting.
  • the navigation and movement module controls the inspection robot to move to point F, and controls the door CD to open again, and calls the global map and performs positioning. After positioning, it controls the inspection robot to move to point F.
  • the control door CD is closed after the inspection robot leaves the IDC computer room.
  • FIG. 9 shows a structural block diagram of the robot navigation device provided by the embodiment of the present application. For convenience of description, only the part related to the embodiment of the present application is shown.
  • the device includes:
  • the calling module 901 is configured to call the local map of the second area if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than a preset value, and the first target location is in the second area , the map environment information is the map environment information corresponding to the first target position in the global map of the first area;
  • a positioning module 902 configured to perform positioning in the second area according to the local map
  • the navigation module 903 is used for navigating in the second area after positioning based on the preset partial path of the partial map.
  • the calling module 901 detects the matching degree between the actual environment information and the map environment information of the first area at the first target position. Since the global path planning needs to ensure that there is a path in the global path, Therefore, after the robot reaches the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and closing the passageway changes the robot.
  • the surrounding environment at the first target position makes it impossible for the robot to accurately identify the location of the robot's surrounding environment corresponding to the global map.
  • the calling module 901 calls a local map whose map environment is basically consistent with the surrounding environment of the robot;
  • the local map is used to locate the robot in the second area, so that the robot is changed from the global map-based positioning to the local map-based positioning, and the positioning accuracy of the robot is improved;
  • the navigation module 903 is based on the preset local path of the local map.
  • the positioned robot navigates in the second area. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
  • the above-mentioned positioning module 902 is further used for:
  • the second coordinate corresponding to the first coordinate is determined, and the second coordinate is the coordinate of the first target position in the local map;
  • the above-mentioned calling module 901 is further used for:
  • the actual environment information of the first target position is matched with the map environment information, the actual environment information is the actual environment information of the robot at the first target position, and the map environment information is the first target position in the global map.
  • the local map of the second area is called.
  • the above-mentioned navigation module 903 is further used for:
  • the task parameters of the robot's work task include multiple work coordinate points on the local map
  • the positioned robot is navigated to multiple work coordinate points in turn, until the work task of the robot is completed at each work coordinate point.
  • the above-mentioned robot navigation device is also used for:
  • the above-mentioned robot navigation device is also used for:
  • FIG. 10 is a schematic structural diagram of a terminal device according to an embodiment of the present application.
  • the terminal device 10 of this embodiment includes: at least one processor 100 (only one is shown in FIG. 10 ), a processor, a memory 101 , and a processor 101 stored in the memory 101 and available for processing in the at least one processor
  • a computer program 102 running on the processor 100 the processor 100 implements the steps in any of the above method embodiments when the computer program 102 is executed.
  • the terminal device 10 may be a computing device such as a robot.
  • the terminal device may include, but is not limited to, the processor 100 and the memory 101 .
  • FIG. 10 is only an example of the terminal device 10, and does not constitute a limitation on the terminal device 10. It may include more or less components than the one shown, or combine some components, or different components , for example, may also include input and output devices, network access devices, and the like.
  • the so-called processor 100 may be a central processing unit (Central Processing Unit, CPU), and the processor 100 may also be other general-purpose processors, digital signal processors (Digital Signal Processors, DSP), application specific integrated circuits (Application Specific Integrated Circuits) , ASIC), off-the-shelf programmable gate array (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 the processor may be any conventional processor or the like.
  • the memory 101 may be an internal storage unit of the terminal device 10 , such as a hard disk or a memory of the terminal device 10 .
  • the memory 101 may also be an external storage device of the terminal device 10, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, flash memory card (Flash Card), etc.
  • the memory 101 may also include both an internal storage unit of the terminal device 10 and an external storage device.
  • the memory 101 is used to store an operating system, an application program, a boot loader (Boot Loader), data, and other programs, for example, program codes of the computer program, and the like.
  • the memory 101 may also be used to temporarily store data that has been output or will be output.
  • Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, the steps in the foregoing method embodiments can be implemented.
  • the embodiments of the present application provide a computer program product, when the computer program product runs on a mobile terminal, the steps in the foregoing method embodiments can be implemented when the mobile terminal executes the computer program product.
  • the integrated unit if implemented in the form of a software functional unit and sold or used as an independent product, may be stored in a computer-readable storage medium.
  • all or part of the processes in the methods of the above embodiments can be implemented by a computer program to instruct the relevant hardware.
  • the computer program can be stored in a computer-readable storage medium, and the computer program When executed by a processor, the steps of each of the above method embodiments can be implemented.
  • the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file or some intermediate form, and the like.
  • the computer-readable medium may include at least: any entity or device capable of carrying the computer program code to the photographing device/terminal device, recording medium, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), electrical carrier signals, telecommunication signals, and software distribution media.
  • ROM read-only memory
  • RAM random access memory
  • electrical carrier signals telecommunication signals
  • software distribution media For example, U disk, mobile hard disk, disk or CD, etc.
  • computer readable media may not be electrical carrier signals and telecommunications signals.
  • the disclosed apparatus/network device and method may be implemented in other manners.
  • the apparatus/network device embodiments described above are only illustrative.
  • the division of the modules or units is only a logical function division. In actual implementation, there may be other division methods, such as multiple units. Or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented.
  • the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of devices or units, and may be in electrical, mechanical or other forms.
  • the units described as separate components may or may not be physically separated, and components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.

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Abstract

Provided are a robot navigation method, a robot navigation apparatus, a terminal device and a computer-readable storage medium, which are suitable for the technical field of navigation and localization. The robot navigation method comprises: if the matching degree between actual environment information of a first target location and map environment information of a first region is less than a preset value, then calling a local map of a second region, wherein the first target location is in the second region, and the map environment information is map environment information in a global map corresponding to the first target location in the first region (S101); localizing a robot in the second region (S102); and finally navigating the localized robot in the second region on the basis of a preset local path of the local map (S103). It can be seen that the method enables the robot to eliminate the problem of localization drift or localization errors when the actual environment changes relative to the map environment, and achieves precise localization and navigation.

Description

机器人导航方法、装置、终端设备及存储介质Robot navigation method, device, terminal device and storage medium
本申请要求于2020年08月05日在中国专利局提交的、申请号为202010776485.9的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese Patent Application No. 202010776485.9 filed with the Chinese Patent Office on August 5, 2020, the entire contents of which are incorporated herein by reference.
技术领域technical field
本申请属于导航定位技术领域,尤其涉及机器人导航方法、装置、终端设备及存储介质。The present application belongs to the technical field of navigation and positioning, and particularly relates to a robot navigation method, device, terminal device and storage medium.
背景技术Background technique
随着科学技术的进步,传统的机械性劳动逐渐被机器人所取代,例如扫地工作由扫地机器人执行,室内设备的巡检工作由室内巡检机器人执行。一般而言,如扫地机器人、室内巡检机器人等机器人在执行任务时需要采用导航移动方案实现自动移动。With the advancement of science and technology, traditional mechanical labor is gradually replaced by robots. For example, the sweeping work is performed by the sweeping robot, and the inspection work of indoor equipment is performed by the indoor inspection robot. Generally speaking, robots such as sweeping robots and indoor inspection robots need to adopt a navigation and movement scheme to achieve automatic movement when performing tasks.
在相关技术中,室内机器人的导航移动方案采用的是即时定位与建图(simultaneous localization and mapping,SLAM)技术,该技术通过构建全局地图,并基于该全局地图进行全局路径规划,根据全局路径规划的导航路线,将机器人移动至目的地。其中全局路径规划需要确保机器人的当前位置与目的地之间存在通路,即需要确保机器人能够通过该全局路径规划中的最窄通道。但是在一些情况下,在机器人根据导航路线进行导航时,通路中存在门、门帘等通道阻挡物,导致无法准确识别出机器人的周围环境对应在全局地图的位置,从而可能出现定位漂移或定位错误。In the related art, the navigation and movement scheme of indoor robots adopts the simultaneous localization and mapping (SLAM) technology. This technology builds a global map and performs global path planning based on the global map. , move the robot to the destination. The global path planning needs to ensure that there is a path between the current position of the robot and the destination, that is, it needs to ensure that the robot can pass through the narrowest path in the global path planning. However, in some cases, when the robot navigates according to the navigation route, there are passage obstructions such as doors and curtains in the passage, which makes it impossible to accurately identify the position of the robot's surrounding environment corresponding to the global map, which may cause positioning drift or positioning errors. .
技术问题technical problem
本申请实施例提供了机器人导航方法、装置、终端设备及存储介质,可以解决当前机器人导航方法存在定位飘移或定位错误的问题。The embodiments of the present application provide a robot navigation method, an apparatus, a terminal device, and a storage medium, which can solve the problem of positioning drift or positioning error in the current robot navigation method.
技术解决方案technical solutions
第一方面,本申请实施例提供了一种机器人导航方法,包括:In a first aspect, an embodiment of the present application provides a robot navigation method, including:
若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,第一目标位置在第二区域内,地图环境信息为第一目标位置对应在第一区域的全局地图中的地图环境信息;If the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, the local map of the second area is called, the first target location is in the second area, and the map environment information is The first target position corresponds to the map environment information in the global map of the first area;
根据局部地图,在第二区域内进行定位;According to the local map, positioning in the second area;
基于局部地图的预设局部路径,在定位后的第二区域内进行导航。Based on the preset local path of the local map, the navigation is performed in the second area after positioning.
本申请实施例提供的一种机器人导航方法,在第一目标位置检测实际环境信息与第一区域的地图环境信息之间的匹配度,由于全局路径规划时需要确保全局路径存在通路,所以当机器人到达第一目标位置后,若第一目标位置的实际环境信息与第一区域的地图环境 信息之间的匹配度小于预设值,例如通行通道处于关闭状态,关闭通行通道改变了机器人在第一目标位置时的周围环境,导致机器人无法准确识别出机器人的周围环境对应在全局地图的位置,因此调用地图环境与机器人的周围环境基本一致的局部地图;再根据局部地图,对第二区域内的机器人进行定位,使得机器人从基于全局地图的定位变更为基于局部地图的定位,提高机器人的定位准确度;最后基于局部地图的预设局部路径,对定位后的机器人在第二区域内进行导航。可见,本申请实施例使得机器人能够在实际环境相对于地图环境而发生变化的情况下,消除定位飘移或定位错误的问题,实现精准定位和导航。In a robot navigation method provided by an embodiment of the present application, the matching degree between the actual environment information and the map environment information of the first area is detected at the first target position. After reaching the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and closing the passageway changes the robot in the first place. The surrounding environment at the target position makes it impossible for the robot to accurately identify the location of the robot's surrounding environment corresponding to the global map, so a local map whose map environment is basically consistent with the robot's surrounding environment is called; The robot performs positioning, so that the robot is changed from the positioning based on the global map to the positioning based on the local map, and the positioning accuracy of the robot is improved; finally, based on the preset local path of the local map, the positioned robot is navigated in the second area. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
在一种可能实现的方式中,根据局部地图,在第二区域内进行定位,包括:In a possible implementation manner, according to the local map, positioning in the second area includes:
确定第一目标位置在第一区域的全局地图中的第一坐标;determining the first coordinates of the first target position in the global map of the first area;
根据第一区域与第二区域的预设位置对应关系,确定第一坐标对应的第二坐标,第二坐标为第一目标位置在局部地图中的坐标;According to the preset position correspondence between the first area and the second area, the second coordinate corresponding to the first coordinate is determined, and the second coordinate is the coordinate of the first target position in the local map;
将第二坐标作为机器人在第二区域内的位置。Take the second coordinate as the position of the robot in the second area.
本实施例根据地图衔接定位的方式继续以机器人在全局地图中的位置定位该机器人在局部地图中的位置,避免重新根据局部地图进行定位时出现定位偏移或定位错误,也避免第一目标位置因通行通道关闭而出现的环境变化导致的定位偏移或定位错误,进而提高机器人的定位准确度。This embodiment continues to locate the position of the robot in the local map based on the position of the robot in the global map according to the method of connecting and positioning on the map, so as to avoid positioning deviation or positioning error when positioning according to the local map again, and also avoid the first target position Positioning offset or positioning error caused by environmental changes due to the closure of the passageway, thereby improving the positioning accuracy of the robot.
在一种可能实现的方式中,In one possible way,
第一区域与第二区域之间存在通行通道,若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,包括:There is a passage between the first area and the second area. If the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, the local map of the second area is called, including :
若在第一目标位置检测到通行通道处于关闭状态,则将第一目标位置的实际环境信息与第一区域的地图环境信息进行匹配;If it is detected that the passageway is in a closed state at the first target position, matching the actual environment information of the first target position with the map environment information of the first area;
若实际环境信息与地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图。If the matching degree between the actual environment information and the map environment information is less than the preset value, the local map of the second area is called.
本实施在通行通道处于关闭状态时,通过实际环境信息与地图环境信息进行匹配,准确识别机器人所处环境是否发生变化,从而确定是否需要调用地图,以避免因某些情况导致环境发生变化时而调用局部地图,反而使得局部地图的地图环境与实际环境不一致,最终导致定位飘移或定位错误,可见在通行通道处于关闭状态时确定是否需要调用局部地图能够进一步提高机器人定位的准确度。In this implementation, when the passageway is closed, the actual environment information and the map environment information are matched to accurately identify whether the environment where the robot is located has changed, so as to determine whether the map needs to be called, so as to avoid calling when the environment changes due to certain circumstances. The local map, on the contrary, makes the map environment of the local map inconsistent with the actual environment, which eventually leads to positioning drift or positioning errors. It can be seen that determining whether to call the local map when the passageway is closed can further improve the accuracy of robot positioning.
第二方面,本申请实施例提供了一种机器人导航装置,包括:In a second aspect, an embodiment of the present application provides a robot navigation device, including:
调用模块,用于若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,第一目标位置在第二区域内,地图环境信 息为第一目标位置对应在第一区域的全局地图中的地图环境信息;The calling module is used to call the local map of the second area if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, and the first target location is in the second area , the map environment information is the map environment information corresponding to the first target position in the global map of the first area;
定位模块,用于根据局部地图,在第二区域内进行定位;The positioning module is used for positioning in the second area according to the local map;
导航模块,用于基于局部地图的预设局部路径,在定位后的第二区域内进行导航。The navigation module is used for navigating in the second area after positioning based on the preset local path of the local map.
第三方面,本申请实施例提供了一种终端设备,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现如上述第一方面中任一项所述的机器人导航方法。In a third aspect, an embodiment of the present application provides a terminal device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, when the processor executes the computer program Implement the robot navigation method according to any one of the above first aspects.
第四方面,本申请实施例提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现如上述第一方面中任一项所述的机器人导航方法。In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, where the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, any one of the above-mentioned first aspects is implemented. The robot navigation method described above.
第五方面,本申请实施例提供了一种计算机程序产品,当计算机程序产品在终端设备上运行时,使得终端设备执行上述第一方面中任一项所述的机器人导航方法。In a fifth aspect, an embodiment of the present application provides a computer program product that, when the computer program product runs on a terminal device, enables the terminal device to execute the robot navigation method described in any one of the first aspects above.
附图说明Description of drawings
为了更清楚地说明本申请实施例中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions in the embodiments of the present application more clearly, the following briefly introduces the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only for the present application. In some embodiments, for those of ordinary skill in the art, other drawings can also be obtained according to these drawings without any creative effort.
图1是本申请一实施例提供的机器人导航方法的流程示意图;1 is a schematic flowchart of a robot navigation method provided by an embodiment of the present application;
图2是本申请一实施例提供的对图1对应实施例中步骤S102的具体细化过程的示意图;FIG. 2 is a schematic diagram of a specific refinement process of step S102 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
图3是本申请一实施例提供的对图1对应实施例中步骤S101的具体细化过程的示意图;FIG. 3 is a schematic diagram of a specific refinement process of step S101 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
图4是本申请一实施例提供的对图1对应实施例中步骤S103的具体细化过程的示意图;FIG. 4 is a schematic diagram of a specific refinement process of step S103 in the embodiment corresponding to FIG. 1 provided by an embodiment of the present application;
图5是本申请一实施例提供的终端设备构建全局地图时的局部示意图;5 is a partial schematic diagram when a terminal device according to an embodiment of the present application constructs a global map;
图6是本申请一实施例提供的全局地图的预设全局路径的示意图;6 is a schematic diagram of a preset global path of a global map provided by an embodiment of the present application;
图7是本申请一实施例提供的局部地图的预设局部路径的示意图;7 is a schematic diagram of a preset partial path of a partial map provided by an embodiment of the present application;
图8是本申请实施例提供的巡检机器人的巡检场景示意图;8 is a schematic diagram of an inspection scene of an inspection robot provided by an embodiment of the present application;
图9是本申请实施例提供的机器人导航装置的结构示意图;9 is a schematic structural diagram of a robot navigation device provided by an embodiment of the present application;
图10是本申请实施例提供的终端设备的结构示意图。FIG. 10 is a schematic structural diagram of a terminal device provided by an embodiment of the present application.
本发明的实施方式Embodiments of the present invention
以下描述中,为了说明而不是为了限定,提出了诸如特定系统结构、技术之类的具体 细节,以便透彻理解本申请实施例。然而,本领域的技术人员应当清楚,在没有这些具体细节的其它实施例中也可以实现本申请。在其它情况中,省略对众所周知的系统、装置、电路以及方法的详细说明,以免不必要的细节妨碍本申请的描述。In the following description, for the purpose of illustration rather than limitation, specific details, such as specific system structures and technologies, are set forth in order to provide a thorough understanding of the embodiments of the present application. However, it will be apparent to those skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.
应当理解,当在本申请说明书和所附权利要求书中使用时,术语“包括”指示所描述特征、整体、步骤、操作、元素和/或组件的存在,但并不排除一个或多个其它特征、整体、步骤、操作、元素、组件和/或其集合的存在或添加。It is to be understood that, when used in this specification and the appended claims, the term "comprising" indicates the presence of the described feature, integer, step, operation, element and/or component, but does not exclude one or more other The presence or addition of features, integers, steps, operations, elements, components and/or sets thereof.
还应当理解,在本申请说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It will also be understood that, as used in this specification and the appended claims, the term "and/or" refers to and including any and all possible combinations of one or more of the associated listed items.
如在本申请说明书和所附权利要求书中所使用的那样,术语“如果”可以依据上下文被解释为“当...时”或“一旦”或“响应于确定”或“响应于检测到”。类似地,短语“如果确定”或“如果检测到[所描述条件或事件]”可以依据上下文被解释为意指“一旦确定”或“响应于确定”或“一旦检测到[所描述条件或事件]”或“响应于检测到[所描述条件或事件]”。As used in the specification of this application and the appended claims, the term "if" may be contextually interpreted as "when" or "once" or "in response to determining" or "in response to detecting ". Similarly, the phrases "if it is determined" or "if the [described condition or event] is detected" may be interpreted, depending on the context, to mean "once it is determined" or "in response to the determination" or "once the [described condition or event] is detected. ]" or "in response to detection of the [described condition or event]".
另外,在本申请说明书和所附权利要求书的描述中,术语“第一”、“第二”、“第三”等仅用于区分描述,而不能理解为指示或暗示相对重要性。In addition, in the description of the specification of the present application and the appended claims, the terms "first", "second", "third", etc. are only used to distinguish the description, and should not be construed as indicating or implying relative importance.
在本申请说明书中描述的参考“一个实施例”或“一些实施例”等意味着在本申请的一个或多个实施例中包括结合该实施例描述的特定特征、结构或特点。由此,在本说明书中的不同之处出现的语句“在一个实施例中”、“在一些实施例中”、“在其他一些实施例中”、“在另外一些实施例中”等不是必然都参考相同的实施例,而是意味着“一个或多个但不是所有的实施例”,除非是以其他方式另外特别强调。术语“包括”、“包含”、“具有”及它们的变形都意味着“包括但不限于”,除非是以其他方式另外特别强调。References in this specification to "one embodiment" or "some embodiments" and the like mean that a particular feature, structure or characteristic described in connection with the embodiment is included in one or more embodiments of the present application. Thus, appearances of the phrases "in one embodiment," "in some embodiments," "in other embodiments," "in other embodiments," etc. in various places in this specification are not necessarily All refer to the same embodiment, but mean "one or more but not all embodiments" unless specifically emphasized otherwise. The terms "including", "including", "having" and their variants mean "including but not limited to" unless specifically emphasized otherwise.
如背景技术相关介绍,机器人无法准确识别出机器人的周围环境对应在全局地图的位置,可能出现会定位漂移或定位错误。例如,机器人需要进入实验室中的恒温恒湿房执行任务,任务执行完成后再退出恒温恒湿房。全局路径规划时需要确保路径中存在通路,所以将恒温恒湿房的房门打开;而为确保恒温恒湿房的温度和湿度恒定,恒温恒湿房的房门需要处于常闭状态,那么在机器人根据全局路径导航至恒温恒湿房后,恒温恒湿房的房门需要关闭,因而导致机器人进入恒温恒湿房后的周围环境与全局地图的地图环境不一致,进而导致机器人无法准确识别出机器人的周围环境对应在全局地图的位置,最终可能出现会定位漂移或定位错误。As described in the related art, the robot cannot accurately identify the position of the robot's surrounding environment corresponding to the global map, and may cause positioning drift or positioning error. For example, the robot needs to enter the constant temperature and humidity room in the laboratory to perform tasks, and then exit the constant temperature and humidity room after the task is completed. When planning the global path, it is necessary to ensure that there is a path in the path, so open the door of the constant temperature and humidity room; to ensure that the temperature and humidity of the constant temperature and humidity room are constant, the door of the constant temperature and humidity room needs to be in a normally closed state. After the robot navigates to the constant temperature and humidity room according to the global path, the door of the constant temperature and humidity room needs to be closed. As a result, the surrounding environment of the robot after entering the constant temperature and humidity room is inconsistent with the map environment of the global map, and the robot cannot accurately identify the robot. The surrounding environment corresponds to the position on the global map, which may eventually lead to positioning drift or positioning errors.
有鉴于此,本申请实施例提供的一种机器人导航方法,在第一目标位置检测实际环境信息与第一区域的地图环境信息之间的匹配度,由于全局路径规划时需要确保全局路径存 在通路,所以当机器人到达第一目标位置后,若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,例如通行通道处于关闭状态,关闭通行通道改变了机器人在第一目标位置时的周围环境,导致机器人无法准确识别出机器人的周围环境对应在全局地图的位置,因此调用地图环境与机器人的周围环境基本一致的局部地图;再根据局部地图,对第二区域内的机器人进行定位,使得机器人从基于全局地图的定位变更为基于局部地图的定位,提高机器人的定位准确度;最后基于局部地图的预设局部路径,对定位后的机器人在第二区域内进行导航。可见,本申请实施例使得机器人能够在实际环境相对于地图环境而发生变化的情况下,消除定位飘移或定位错误的问题,实现精准定位和导航。In view of this, in a robot navigation method provided by an embodiment of the present application, the matching degree between the actual environment information and the map environment information of the first area is detected at the first target position, since it is necessary to ensure that there is a path for the global path during global path planning. , so when the robot reaches the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and the closed passageway has changed. The surrounding environment of the robot at the first target position makes the robot unable to accurately identify the position of the robot's surrounding environment corresponding to the global map, so a local map whose map environment is basically consistent with the robot's surrounding environment is called; The positioning of the robot in the second area makes the robot change from the positioning based on the global map to the positioning based on the local map, which improves the positioning accuracy of the robot; Navigate within. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
请参阅图1,图1示出了本申请提供的机器人定位方法的示意性流程图。本申请提供的机器人导航方法的执行主体为终端设备,终端设备包括机器人。需要说明的是,机器人为自动执行工作的机器装置,例如巡检机器人和扫地机器人,其可接受人类指挥,也可以执行预先编排的程序,还可以根据以人工智能技术制定的原则纲领行动。如图1所示的机器人导航方法包括S101至S104,下面将具体进行说明。Please refer to FIG. 1. FIG. 1 shows a schematic flowchart of the robot positioning method provided by the present application. The execution subject of the robot navigation method provided by the present application is a terminal device, and the terminal device includes a robot. It should be noted that robots are mechanical devices that perform work automatically, such as inspection robots and sweeping robots. They can be commanded by humans, can also execute pre-programmed programs, and can also act according to principles and programs formulated with artificial intelligence technology. The robot navigation method shown in FIG. 1 includes S101 to S104, which will be described in detail below.
S101,若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,第一目标位置在第二区域内,地图环境信息为第一目标位置对应在第一区域的全局地图中的地图环境信息。S101, if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than a preset value, call the local map of the second area, the first target location is in the second area, and the map environment The information is map environment information corresponding to the first target position in the global map of the first area.
在本实施例中,实际环境信息是机器人上的雷达在第一目标位置探测到的周围物体的距离信息,其可以具体表征为雷达探测并绘制得到的雷达图像,地图环境信息为机器人构建全局地图时在第一目标位置探测到的周围物体的距离信息,其具体表征为第一目标位置在全局地图中雷达图像。应理解,上述实际环境信息和地图环境信息的表征方式以图像构建方式有关,本领域技术人员可以基于雷达探测物体的距离并构建得到雷达图像,基于红外摄像头得到红外图像等,此不作限定。In this embodiment, the actual environment information is the distance information of the surrounding objects detected by the radar on the robot at the first target position, which can be specifically represented as a radar image detected and drawn by the radar, and the map environment information is for the robot to construct a global map The distance information of the surrounding objects detected at the first target position at the time, which is specifically characterized as the radar image of the first target position in the global map. It should be understood that the representation method of the above-mentioned actual environment information and map environment information is related to the image construction method. Those skilled in the art can detect the distance of the object based on the radar and construct the radar image, obtain the infrared image based on the infrared camera, etc., which is not limited.
终端设备预设存储有预先构建的局部地图,该局部地图为全局地图中的局部的地图。局部地图为第二区域的内部空间的地图,可基于SLAM技术构建得到,其构建方式类似于全局地图,请参照后述,此处不再赘述。需要说明的是,由于局部地图是在实际环境与地图环境出现差异后才会被调用,所以在局部地图的构建过程中,也需要在保证实际环境与地图环境一致的情况下进行。可以理解的是,局部地图可以由终端设备预先构建好,也可以由其他设备预设构建好后将局部地图对应的文件移植到本终端设备中。也就是说,构建局部地图的执行主体与使用该局部地图的执行主体可以是相同的,也可以是不同的。The terminal device presets and stores a pre-built local map, where the local map is a local map in the global map. The local map is a map of the inner space of the second area, which can be constructed based on the SLAM technology. It should be noted that since the local map is called only after the actual environment and the map environment are different, the construction of the local map also needs to be carried out under the condition that the actual environment and the map environment are consistent. It can be understood that the local map can be pre-built by the terminal device, or the files corresponding to the local map can be transplanted to the terminal device after being pre-built by other devices. That is to say, the execution body for constructing the local map and the execution body for using the local map may be the same or different.
终端设备还预先获取第一区域的全局地图,全局地图以地图构建方式不同,而对应的 地图表现方式不同。比如,基于激光SLAM技术得到雷达地图,基于视觉SLAM技术得到彩色地图,其中雷达地图还可以表现为栅格地图、拓扑地图等。为便于描述,本实施例采用激光SLAM技术得到的雷达地图对机器人导航方法进行解释说明。The terminal device also obtains a global map of the first area in advance, and the global map is constructed in different ways, and the corresponding maps are represented in different ways. For example, a radar map is obtained based on laser SLAM technology, and a color map is obtained based on visual SLAM technology. For the convenience of description, this embodiment uses the radar map obtained by the laser SLAM technology to explain the robot navigation method.
第一区域为机器人在预设全局路径下的导航范围,具体可为室内区域。全局地图为第一区域内所有空间的地图,即可以根据全局地图查看到第二区域的地图,全局地图可基于SLAM技术构建得到。可以理解的是,全局地图可以由终端设备预先构建好,也可以由其他设备预设构建好后将全局地图对应的文件移植到本终端设备中。也就是说,构建全局地图的执行主体与使用该全局地图的执行主体可以是相同的,也可以是不同的。The first area is the navigation range of the robot under the preset global path, and may specifically be an indoor area. The global map is a map of all spaces in the first area, that is, the map of the second area can be viewed according to the global map, and the global map can be constructed based on the SLAM technology. It can be understood that the global map can be pre-built by the terminal device, or the files corresponding to the global map can be transplanted to the terminal device after being pre-built by other devices. That is to say, the execution body for constructing the global map and the execution body for using the global map may be the same or different.
示例性地,终端设备采用激光SLAM技术构建全局地图。请参阅图5,图5示出了本申请实施例提供的终端设备构建全局地图时的局部示意图,图中R为移动状态下的机器人,W为机器人扫描到的物体边缘。首先终端设备控制机器人R在第一区域内移动,在机器人移动过程中,机器人上的雷达扫描机器人周围的物体,再基于机器人与物体之间的距离,描绘该距离位置的物体边界。为使全局地图完整,则控制机器人游遍第一区域的每个位置。可以理解的是,局部地图的构建过程类似于全局地图,后续不再赘述。Exemplarily, the terminal device uses laser SLAM technology to construct a global map. Please refer to FIG. 5 . FIG. 5 shows a partial schematic diagram of a terminal device provided by an embodiment of the present application constructing a global map. In the figure, R is the robot in a moving state, and W is the edge of the object scanned by the robot. First, the terminal device controls the robot R to move in the first area. During the movement of the robot, the radar on the robot scans the objects around the robot, and then based on the distance between the robot and the object, the boundary of the object at the distance is depicted. To make the global map complete, the robot is controlled to travel through each position of the first area. It can be understood that the construction process of the local map is similar to that of the global map, which will not be described in detail later.
在一种可能实现的方式中,基于第一区域的全局地图的预设全局路径,将机器人导航至第二区域内的第一目标位置,若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图。In a possible implementation manner, based on the preset global path of the global map of the first area, the robot is navigated to the first target position in the second area. If the matching degree between the map environment information is less than the preset value, the local map of the second area is called.
在本实施例中,终端设备预先存储有预先规划好的预设全局路径。该预设全局路径为机器人在第一区域的导航路径,可以根据SLAM技术结合路径规划算法运算得到。需要说明的是,由于全局路径规划需要确保起点与终点之间存在通路,所以若全局路径需要经过第二区域,则构建全局地图和全局路径规划时,必须将第一区域与第二区域之间的通行通道开启。其中,通行通道为第一区域与第二区域的连接位置,其可以是门、窗、门帘等可开启和关闭的物体。可以理解的是,通行通道可以是电力控制的电力装置,也可以是手动控制的机械装置;进一步地,电力装置还可以是设有传感器、能够自动感应以实现开启或关闭的装置。In this embodiment, the terminal device pre-stores a pre-planned preset global path. The preset global path is the navigation path of the robot in the first area, which can be obtained by combining the SLAM technology with the path planning algorithm. It should be noted that, since the global path planning needs to ensure that there is a path between the starting point and the end point, if the global path needs to pass through the second area, when constructing the global map and global path planning, the first area and the second area must be connected. The passageway is opened. Wherein, the passageway is the connection position between the first area and the second area, which can be a door, window, door curtain, etc. that can be opened and closed. It can be understood that the passageway can be an electrical device controlled by electricity, or a mechanical device controlled manually; further, the electrical device can also be a device provided with a sensor that can be automatically sensed to realize opening or closing.
在规划预设全局路径时,机器人基于全局地图进行全局路径规划。请参阅图6,图6是本申请实施例提供的全局地图的预设全局路径的示意图。在图6中,全局地图为第一区域的地图,ABCD为第二区域,X和Y分别为预设全局路径的起点和终点,AB和CD分别为可控门,E和F分别为第一目标位置和第二目标位置。其中门AB处于关闭状态,门CD处于开启状态。When planning the preset global path, the robot performs global path planning based on the global map. Please refer to FIG. 6 . FIG. 6 is a schematic diagram of a preset global path of a global map provided by an embodiment of the present application. In Figure 6, the global map is the map of the first area, ABCD is the second area, X and Y are the start and end points of the preset global path, AB and CD are the controllable gates, E and F are the first target position and second target position. The door AB is in the closed state, and the door CD is in the open state.
机器人基于全局路径规划算法对全局地图初步规划初始路径,根据规划好的初始路 径,控制机器人移动。在机器人移动过程中,基于局部路径规划算法和避障算法对初始路径进行优化,最终得到如图6中从X点经过第二区域到Y点的全局路径。可选地,全局路径规划算法可以是A-star算法或Dijkstra算法等,全局路径规划算法可以是DWA(dynamic window approach)算法等。可以理解的是,预设局部路径的规划过程类似于预设全局路径,后续不再赘述。Based on the global path planning algorithm, the robot initially plans the initial path on the global map, and controls the robot to move according to the planned initial path. During the movement of the robot, the initial path is optimized based on the local path planning algorithm and the obstacle avoidance algorithm, and finally the global path from point X through the second area to point Y as shown in Figure 6 is obtained. Optionally, the global path planning algorithm may be an A-star algorithm or a Dijkstra algorithm, etc., and the global path planning algorithm may be a DWA (dynamic window approach) algorithm or the like. It can be understood that the planning process of the preset local path is similar to the preset global path, and details will not be described later.
终端设备基于第一区域的全局地图的预设全局路径,控制机器人经过通行通道导航至第二区域内的第一目标位置。其中,通行通道在机器人经过前可以是一直处于开启状态,也可以是从关闭状态切换为开启状态;第一目标位置可以为预设设置定位点,也可以是终端设备随机达到的位置,只要满足第一目标位置即存在于全局地图,又存在于局部地图即可。The terminal device controls the robot to navigate through the passageway to the first target position in the second area based on the preset global path of the global map of the first area. Among them, the passageway can be always in the open state before the robot passes by, or it can be switched from the closed state to the open state; the first target position can be a preset positioning point, or it can be a position randomly reached by the terminal device, as long as it satisfies the The first target position may exist both in the global map and in the local map.
示例性地,当通行通道为恒温恒湿房、IDC机房等第二区域中需要处于常闭状态的房门时,终端设备基于第一区域的全局地图的预设全局路径,控制机器人移动至与通行通道存在预设距离的位置时,控制通行通道开启,并经过通行通道导航至第二区域内的第一目标位置。当通行通道为卧室门、厕所门等处于开启状态的门时,终端设备基于第一区域的全局地图的预设全局路径,控制机器人直接经过通行通道导航至第二区域内的第一目标位置。Exemplarily, when the passageway is a door that needs to be in a normally closed state in a second area such as a constant temperature and humidity room, an IDC computer room, etc., the terminal device controls the robot to move to the same location based on the preset global path of the global map of the first area. When the passageway has a position with a preset distance, the passageway is controlled to be opened, and the passageway is navigated to the first target position in the second area. When the passageway is an open door such as a bedroom door or a toilet door, the terminal device controls the robot to navigate directly through the passageway to the first target position in the second area based on the preset global path of the global map of the first area.
终端设备根据第一区域的全局地图的预设全局路径,使机器人从第一区域与第二区域之间的通行通道经过,到达第二区域内的第一目标位置,由于全局路径规划时需要确保全局路径存在通路,所以机器人根据预设全局路径经过通行通道时的周围环境与全局地图的地图环境基本一致,因而机器人不会出现定位飘移或定位错误。应理解,基于第一区域的全局地图的预设全局路径,将机器人导航至第二区域内的第一目标位置后,再检测第一目标位置的实际环境信息与地图环境信息的匹配度并不作为本申请的限定手段,本领域技术人员可以理解的是,机器人可以是基于预设全局路径移动至第一目标位置,也可以是其他规划路径移动至第一目标位置,即当机器人在第一目标位置检测到实际环境信息与地图环境信息的匹配度小于预设值时,就满足调用局部地图的条件。According to the preset global path of the global map of the first area, the terminal device makes the robot pass through the passage between the first area and the second area to reach the first target position in the second area. Since the global path planning needs to ensure that There is a path in the global path, so the surrounding environment of the robot when it passes through the passageway according to the preset global path is basically the same as the map environment of the global map, so the robot will not have positioning drift or positioning error. It should be understood that, based on the preset global path of the global map of the first area, after navigating the robot to the first target position in the second area, the matching degree between the actual environment information of the first target position and the map environment information is not detected. As the limiting means of this application, those skilled in the art can understand that the robot may move to the first target position based on a preset global path, or may move to the first target position by other planned paths, that is, when the robot is in the first target position When the target location detects that the matching degree between the actual environment information and the map environment information is less than the preset value, the condition for calling the local map is satisfied.
S102,根据局部地图,在第二区域内进行定位。S102, according to the local map, perform positioning in the second area.
在本实施例中,终端设备预先存储有第一区域与第二位置的位置对应关系,该位置对应关系可以为第一区域的第一坐标系与第二区域的第二坐标系之间的对应关系,其中第一坐标系为以第一区域的某一预设点为原点、某一方向为X轴、垂直于X轴的另一方向为Y轴建立的直角坐标系,第二坐标系为以第二区域的某一预设点为原点、某一方向为X轴、垂直于X轴的另一方向为Y轴建立的直角坐标系。优选地,为便于运算,第一坐标系与第 二坐标系为相同坐标系。In this embodiment, the terminal device pre-stores the position correspondence between the first area and the second position, and the position correspondence may be the correspondence between the first coordinate system of the first area and the second coordinate system of the second area The first coordinate system is a Cartesian coordinate system established with a preset point in the first area as the origin, a certain direction as the X axis, and another direction perpendicular to the X axis as the Y axis, and the second coordinate system is A Cartesian coordinate system established with a preset point in the second area as the origin, a direction as the X axis, and another direction perpendicular to the X axis as the Y axis. Preferably, for convenience of operation, the first coordinate system and the second coordinate system are the same coordinate system.
终端设备根据第一区域与第二区域的位置对应关系,对第二区域内的机器人进行定位。示例性地,终端设备基于第一坐标系与第二坐标系之间的对应关系,可以确定机器人所在位置(可以理解为第一目标位置,但不一定如此)在第一坐标系中的坐标点对应在第二坐标系中的坐标点,从而实现从基于全局地图的定位变更为基于局部地图的定位,即对机器人在局部地图中的定位。The terminal device locates the robot in the second area according to the positional correspondence between the first area and the second area. Exemplarily, based on the correspondence between the first coordinate system and the second coordinate system, the terminal device may determine the coordinate point of the position of the robot (which may be understood as the first target position, but not necessarily) in the first coordinate system. Corresponding to the coordinate points in the second coordinate system, the positioning based on the global map is changed to the positioning based on the local map, that is, the positioning of the robot in the local map is realized.
S103,根据局部地图,在第二区域内进行定位。S103, according to the local map, perform positioning in the second area.
在本实施例中,终端设备预先存储有预设局部路径,该预设局部路径为机器人在第二区域的导航路径,可以根据SLAM技术结合路径规划算法运算得到。请参阅图7,图7是本申请实施例提供的局部地图的预设局部路径的示意图。在图7中,局部地图为第二区域的地图,ABCD为第二区域,AB和CD分别为可控门,E和F分别为第一目标位置和第二目标位置,其中门AB和门CD处于关闭状态。可以理解,预设局部路径的规划过程类似于预设全局路径的规划过程,区别在于,预设全局路径基于通行通道处于开启状态时的全局地图规划得到,预设局部路径基于通行通道处于关闭状态时的局部地图规划得到。In this embodiment, the terminal device pre-stores a preset partial path, and the preset partial path is the navigation path of the robot in the second area, which can be obtained by combining the SLAM technology with the path planning algorithm. Please refer to FIG. 7 . FIG. 7 is a schematic diagram of a preset partial path of a partial map provided by an embodiment of the present application. In Figure 7, the local map is the map of the second area, ABCD is the second area, AB and CD are the controllable gates, respectively, E and F are the first target position and the second target position, wherein the gate AB and gate CD is closed. It can be understood that the planning process of the preset local path is similar to the planning process of the preset global path. The difference is that the preset global path is obtained based on the global map planning when the passage is open, and the preset local path is based on the closed state of the passage. The local map planning of the time is obtained.
本实施例通过调用局部地图,使得机器人能够在实际环境相对于地图环境而发生变化的情况下,消除定位飘移或定位错误的问题,实现精准定位和导航。In this embodiment, by calling the local map, the robot can eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
请参阅图2,图2示出了本申请提供的对图1对应实施例中步骤S102的具体细化过程的示意图;在本申请一些可能的实现方式中,上述S102可包括步骤S201至S203,下面将具体对S201至S203进行说明。Please refer to FIG. 2, which shows a schematic diagram of the specific refinement process of step S102 in the embodiment corresponding to FIG. 1 provided by the present application; in some possible implementations of the present application, the above-mentioned S102 may include steps S201 to S203, S201 to S203 will be specifically described below.
S201,确定第一目标位置在第一区域的全局地图中的第一坐标。S201: Determine the first coordinates of the first target position in the global map of the first area.
在本实施例中,机器人位于第一目标位置,第一坐标为第一目标位置对应在全局地图所在坐标系下的坐标点,可以由机器人上的雷达定位得到。可以理解的是,第一坐标可以包含第一目标位置对应在全局地图所在坐标系下的X轴坐标值和Y轴坐标值,还可以包含机器人的姿态信息,姿态信息如航向角、俯仰角和横滚角。In this embodiment, the robot is located at the first target position, and the first coordinates are the coordinate points corresponding to the first target position in the coordinate system where the global map is located, which can be obtained by the radar positioning on the robot. It can be understood that the first coordinate may include the X-axis coordinate value and the Y-axis coordinate value of the first target position corresponding to the coordinate system where the global map is located, and may also include the attitude information of the robot, such as the heading angle, pitch angle and roll angle.
S202,根据第一区域与第二区域的位置对应关系,确定第一坐标对应的第二坐标,第二坐标为第一目标位置在局部地图中的坐标。S202: Determine a second coordinate corresponding to the first coordinate according to the positional correspondence between the first area and the second area, where the second coordinate is the coordinate of the first target location in the local map.
在本实施例中,终端设备根据第一区域与第二区域的位置对应关系,确定第一坐标对应在局部地图中的第二坐标。如步骤S103的解释说明,位置对应关系可以是可以为第一区域的第一坐标系与第二区域的第二坐标系之间的对应关系。进一步地,可基于欧拉变换方程,将第一坐标系下的第一坐标变换为第二坐标系下的第二坐标。In this embodiment, the terminal device determines that the first coordinates correspond to the second coordinates in the local map according to the position correspondence between the first area and the second area. As explained in step S103, the position correspondence may be a correspondence between the first coordinate system of the first area and the second coordinate system of the second area. Further, the first coordinate in the first coordinate system can be transformed into the second coordinate in the second coordinate system based on the Euler transformation equation.
S203,将第二坐标作为机器人在第二区域内的位置。S203, taking the second coordinate as the position of the robot in the second area.
在本实施例中,终端设备第二坐标作为机器人在第二区域内的位置,以完成机器人在第二区域内的定位,从而根据地图衔接定位的方式继续以机器人在全局地图中的位置定位该机器人在局部地图中的位置,避免重新根据局部地图进行定位时出现定位偏移或定位错误,也避免第一目标位置因通行通道关闭而出现的环境变化导致的定位偏移或定位错误,进而提高机器人的定位准确度。In this embodiment, the second coordinate of the terminal device is used as the position of the robot in the second area, so as to complete the positioning of the robot in the second area, so as to continue to locate the robot with the position of the robot in the global map in the way of connecting and positioning according to the map. The position of the robot in the local map can avoid positioning deviation or positioning error when re-positioning according to the local map, and also avoid the positioning deviation or positioning error caused by the environmental change of the first target position due to the closing of the passageway, thereby improving the The positioning accuracy of the robot.
请参阅图3,图3示出了本申请提供的对图1对应实施例中步骤S101的具体细化过程的示意图;在本申请一些可能的实现方式中,第一区域与第二区域之间存在通行通道,上述S101可包括步骤S301和S302,下面将具体对S301和S302进行说明。Please refer to FIG. 3. FIG. 3 shows a schematic diagram of the specific refinement process of step S101 in the embodiment corresponding to FIG. 1 provided by the present application; There is a passageway, and the above S101 may include steps S301 and S302, and S301 and S302 will be specifically described below.
S301,若通行通道处于关闭状态,则将第一目标位置的实际环境信息与第一区域的地图环境信息进行匹配。S301 , if the passage is in a closed state, match the actual environment information of the first target position with the map environment information of the first area.
在本实施例中,关闭状态作为调用局部地图的依据,关闭状态可以指全关闭状态,也可以指半关闭状态,半关闭状态为机器人无法直接通过通行通道时的通行通道的状态。由于第二区域的类型不同,通行通道在通常情况下的状态不同,所以引起通行通道处于关闭状态的原因也不同。In this embodiment, the closed state is used as the basis for invoking the local map. The closed state may refer to a fully closed state or a semi-closed state, and the semi-closed state is the state of the passageway when the robot cannot directly pass through the passageway. Due to the different types of the second area and the different states of the passageway under normal circumstances, the reasons for the passageway being in the closed state are also different.
例如,对于恒温恒湿房、IDC机房等需要房内空间与房外空间隔离开的第二区域,其房门、窗户等通行通道在通常情况下需要处于关闭状态,则机器人达到第一目标位置后,通行通道需要处于关闭状态。对于卧室、厕所等一般空间的第二区域,其房门、窗户等通行通道在通常情况下可以是开启状态,也可以是关闭状态,而机器人达到第一目标位置,通行通道恰好被用户或风等因素关闭,所以也会使得机器人处于关闭状态。可以理解的是,在机器人达到第一目标位置后,通行通道也可能处于开启状态,也可能处于关闭状态。For example, for the second area that needs to isolate the space inside the room from the space outside the room, such as the constant temperature and humidity room, the IDC computer room, and the passageways such as doors and windows need to be closed under normal circumstances, then the robot reaches the first target position. After that, the access channel needs to be closed. For the second area of general spaces such as bedrooms and toilets, the passages such as doors and windows can be open or closed under normal circumstances, and when the robot reaches the first target position, the passage is just blocked by the user or the wind. and other factors are closed, so it will also make the robot in a closed state. It can be understood that after the robot reaches the first target position, the passageway may also be in an open state or may be in a closed state.
终端设备达到第一目标位置后,通过雷达、红外传感器等感应装置检测通行通道是否处于关闭状态,若通行通道处于关闭状态,则说明机器人所在位置的周围环境与该位置在全局地图中的地图环境很可能不一致,因而进一步地确定是否调用与机器人所在位置的周围环境一致的局部地图。若通行通道处于开启状态,则继续基于全局地图导航机器人。After the terminal device reaches the first target position, it will detect whether the passageway is closed through sensing devices such as radar and infrared sensors. It is likely to be inconsistent, so it is further determined whether to invoke a local map that is consistent with the surrounding environment of the robot's location. If the passage is open, continue to navigate the robot based on the global map.
S302,若实际环境信息与地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图。S302, if the matching degree between the actual environment information and the map environment information is less than a preset value, call the local map of the second area.
在本实施例中,预设值作为通行通道处于关闭状态时是否调用局部地图的依据,预设值可以预先设置,此不作限定。终端设备对实际环境信息与地图环境信息进行匹配,经过信息处理与匹配后得到匹配度,将匹配度与预设值进行比较,若匹配度小于预设值,则调用第二区域的局部地图。In this embodiment, the preset value is used as the basis for whether to call the local map when the passageway is in the closed state, and the preset value can be preset, which is not limited. The terminal device matches the actual environment information with the map environment information, obtains the matching degree after information processing and matching, and compares the matching degree with the preset value. If the matching degree is less than the preset value, the local map of the second area is called.
示例性地,终端设备将机器人上的雷达在第一目标位置时实际探测得到的雷达图像与 全局地图的雷达图像进行匹配,可基于预设的图像匹配算法匹配两者间的匹配度。若匹配度小于预设值,则说明机器人在第一目标位置时的周围环境与第一目标位置对应在全局地图中的地图环境不一致,此时有可能出现定位偏移或定位错误,因而调用第二区域的局部地图。若匹配度等于或大于预设值,则说明机器人在第一目标位置时的周围环境与第一目标位置对应在全局地图中的地图环境基本一致,机器人能够识别出第一目标位置在全局地图中的位置,因而无需调用第二区域的局部地图。可以理解的是,匹配度等于或大于预设值时,也可以调用第二区域的局部地图。Exemplarily, the terminal device matches the radar image actually detected by the radar on the robot at the first target position with the radar image of the global map, and the matching degree between the two can be matched based on a preset image matching algorithm. If the matching degree is less than the preset value, it means that the surrounding environment of the robot at the first target position is inconsistent with the map environment in the global map corresponding to the first target position. At this time, there may be a positioning offset or positioning error, so call the first target position. Local map of the second area. If the matching degree is equal to or greater than the preset value, it means that the surrounding environment of the robot at the first target position is basically the same as the map environment corresponding to the first target position in the global map, and the robot can recognize that the first target position is in the global map. , so there is no need to call the local map of the second area. It can be understood that when the matching degree is equal to or greater than the preset value, the local map of the second area can also be called.
本实施在通行通道处于关闭状态时,通过实际环境信息与地图环境信息进行匹配,准确识别机器人所处环境是否发生变化,从而确定是否需要调用地图,以避免因某些情况导致环境为发生变化时调用局部地图,反而局部地图的地图环境与实际环境不一致而导致定位飘移或定位错误,进一步提高机器人定位的准确度。In this implementation, when the passageway is closed, the actual environment information and the map environment information are matched to accurately identify whether the environment where the robot is located has changed, so as to determine whether the map needs to be called, so as to avoid the situation when the environment changes due to certain circumstances. When the local map is called, the map environment of the local map is inconsistent with the actual environment, resulting in positioning drift or positioning error, which further improves the accuracy of robot positioning.
请参阅图4,图4示出了本申请提供的对图1对应实施例中步骤S103的具体细化过程的示意图;在本申请一些可能的实现方式中,上述S103可包括步骤S401和S402,下面将具体对S401和S402进行说明。Please refer to FIG. 4. FIG. 4 shows a schematic diagram of the specific refinement process of step S103 in the embodiment corresponding to FIG. 1 provided by the present application; in some possible implementations of the present application, the above-mentioned S103 may include steps S401 and S402, S401 and S402 will be specifically described below.
S401,获取机器人的工作任务的任务参数,任务参数包括局部地图的多个工作坐标点。S401: Acquire task parameters of a work task of the robot, where the task parameters include multiple work coordinate points on a local map.
在本实施例中,工作任务为机器人在第二区域需要执行的任务。任务参数可以包括地图参数和任务部署参数,地图参数包括但不限于全局地图的预设全局路径和局部地图的预设局部路径;任务部署参数为机器人所要执行的具体任务参数,如机器人上的摄像机焦距、升降杆高度、云台俯仰角等。其中,预设局部路径包含多个工作坐标点,即机器人执行任务的每个位置。In this embodiment, the work task is a task that the robot needs to perform in the second area. The task parameters may include map parameters and task deployment parameters. The map parameters include but are not limited to the preset global path of the global map and the preset local path of the local map; the task deployment parameters are the specific task parameters to be performed by the robot, such as the camera on the robot Focal length, lift rod height, gimbal pitch angle, etc. Among them, the preset local path includes multiple work coordinate points, that is, each position where the robot performs the task.
S402,根据局部地图的预设局部路径,将定位后的机器人依次导航至多个工作坐标点,直至机器人的工作任务在每个工作坐标点均执行完成。S402 , according to the preset local path of the local map, navigate the positioned robot to a plurality of work coordinate points in sequence, until the work task of the robot is completed at each work coordinate point.
在本实施例中,例如,巡检机器人执行巡检任务:将机器人移动到指定位置(工作坐标点),将机器人上的升降杆上升到指定高度,将云台的角度到指定角度,并将相机对准拍摄的设备仪表,以及调整相机焦距、缩放等参数,最后执行拍照操作,完成一个工作坐标点的工作任务。In this embodiment, for example, the inspection robot performs inspection tasks: move the robot to a designated position (working coordinate point), raise the lift rod on the robot to a designated height, adjust the angle of the pan/tilt to a designated angle, and move the robot to a designated position. The camera is aimed at the equipment and meters of the shooting equipment, and the parameters such as the focal length and zoom of the camera are adjusted, and finally the photographing operation is performed to complete the work task of a working coordinate point.
在一种可能实现的方式中,由于机器人完成第二区域内的工作任务之后,需要离开第二区域,因此本申请实施例还提供机器人离开第二区域的过程。终端设备根据预设局部路径,将机器人导航至第二区域内的第二目标位置;若通行通道处于关闭状态,则控制通行通道开启,并调用第一区域的全局地图;根据全局地图与局部地图的位置对应关系,定位机器人在第一区域内的位置;基于全局地图的预设全局路径,对定位后的机器人在第一区 域内进行导航。In a possible implementation manner, since the robot needs to leave the second area after completing the work task in the second area, the embodiment of the present application also provides a process for the robot to leave the second area. The terminal device navigates the robot to the second target position in the second area according to the preset local path; if the passageway is closed, it controls the passageway to open, and calls the global map of the first area; according to the global map and the local map The position corresponding relationship of the position of the robot is located in the first area; based on the preset global path of the global map, the positioned robot is navigated in the first area.
在本实施例中,终端设备基于第二区域的局部地图的预设局部路径,控制机器人导航至第二区域内的第二目标位置。第二目标位置可以为预设设置定位点,也可以是终端设备随机达到的位置,只要满足第二目标位置即存在于全局地图,又存在于局部地图即可。机器人离开第二区域的步骤解释可参照机器人进入第二区域的步骤解释,但可以理解的是,机器人直接进入第二区域后在第二区域内进行定位,而机器人离开第二区域前在第二区域内进行定位后再离开第二区域。In this embodiment, the terminal device controls the robot to navigate to the second target position in the second area based on the preset partial path of the partial map of the second area. The second target position may be a preset positioning point, or may be a position randomly reached by the terminal device, as long as the second target position is satisfied, both in the global map and in the local map. The explanation of the steps for the robot to leave the second area can be explained with reference to the steps for the robot to enter the second area, but it is understood that the robot directly enters the second area and performs positioning in the second area, and After positioning in the area, leave the second area.
为便于本领域技术人员进一步理解本申请实施例提供的一种机器人导航方法的实施过程,下面结合具体应用场景对本申请的机器人导航方法进行描述。应理解,以下应用场景仅作为示例而非限定。In order to facilitate those skilled in the art to further understand the implementation process of the robot navigation method provided by the embodiments of the present application, the robot navigation method of the present application will be described below with reference to specific application scenarios. It should be understood that the following application scenarios are only used as examples rather than limitations.
请参阅图8,本图8是申请实施例提供的一种巡检机器人的机房巡检场景示意图。在图8中,全局地图为第一区域的地图,ABCD为IDC机房(第二区域),也是机器人的巡检区域,X和Y分别为预设全局路径的起点和终点,ABCD为机器人的巡检区域,AB和CD分别为可控门,E和F分别为第一目标位置和第二目标位置,其中为了保障安全和降低因制冷而带来的电能消耗,IDC机房的门AB和门CD需要处于常闭状态。Please refer to FIG. 8. FIG. 8 is a schematic diagram of a machine room inspection scene of an inspection robot provided by an embodiment of the application. In Figure 8, the global map is the map of the first area, ABCD is the IDC room (the second area), which is also the inspection area of the robot, X and Y are the start and end points of the preset global path, and ABCD is the robot's inspection area. In the inspection area, AB and CD are the controllable doors, E and F are the first target position and the second target position, respectively. In order to ensure safety and reduce the power consumption caused by cooling, the door AB and door CD of the IDC room It needs to be in normally closed state.
巡检机器人从数据库中读取工作任务,并基于工作任务中的任务参数,将导航目的地发送至巡检机器人上的导航移动模块,导航移动模块控制巡检机器人从X点出发,并根据预设全局路径进行导航移动。当到达门CD的预设距离位置时,巡检机器人远程控制门CD开启并经过门CD到达E点,再次远程控制门CD关闭。此时,巡检机器人的周围环境与全局地图的地图环境的匹配度小于预设值,则通过巡检机器人上的地图管理与定位模块调用局部地图并在E点进行定位,以保证切换地图后的机器人在第二区域内定位准确。The inspection robot reads the work task from the database, and based on the task parameters in the work task, sends the navigation destination to the navigation mobile module on the inspection robot. Set the global path for navigation movement. When reaching the preset distance position of door CD, the inspection robot remotely controls door CD to open and passes through door CD to reach point E, and remotely controls door CD to close again. At this time, if the matching degree between the surrounding environment of the inspection robot and the map environment of the global map is less than the preset value, the local map is called through the map management and positioning module on the inspection robot and positioned at point E to ensure that after the map is switched The robot is positioned accurately in the second area.
巡检机器人的导航移动模型基于工作任务的任务参数,根据局部地图将巡检机器人依次导航至每个巡检点,并通过巡检机器人上的巡检控制模块基于预设的任务参数执行工作任务,比如将巡检机器人上的升降杆升到指定高度,并调整云台的角度,以使相机对准需要拍摄的机房设备的仪表,再调整相机焦距、缩放等参数后进行拍摄。当巡检机器人完成每个巡检点的工作任务后,导航移动模块控制巡检机器人移动至F点,并再次控制门CD开启,以及调用全局地图并进行定位,定位后控制巡检机器人移动至下一个IDC机房,同时在巡检机器人驶出IDC机房后控制门CD关闭。The navigation and movement model of the inspection robot is based on the task parameters of the work task. According to the local map, the inspection robot is navigated to each inspection point in turn, and the inspection control module on the inspection robot executes the work task based on the preset task parameters. , such as raising the lift rod on the inspection robot to the specified height, and adjusting the angle of the gimbal so that the camera is aimed at the instrument of the equipment room to be photographed, and then adjust the camera focal length, zoom and other parameters before shooting. When the inspection robot completes the work task of each inspection point, the navigation and movement module controls the inspection robot to move to point F, and controls the door CD to open again, and calls the global map and performs positioning. After positioning, it controls the inspection robot to move to point F. In the next IDC computer room, at the same time, the control door CD is closed after the inspection robot leaves the IDC computer room.
应理解,上述实施例中各步骤的序号的大小并不意味着执行顺序的先后,各过程的执行顺序应以其功能和内在逻辑确定,而不应对本申请实施例的实施过程构成任何限定。It should be understood that the size of the sequence numbers of the steps in the above embodiments does not mean the sequence of execution, and the execution sequence of each process should be determined by its function and internal logic, and should not constitute any limitation to the implementation process of the embodiments of the present application.
对应于上文实施例所述的机器人导航方法,图9示出了本申请实施例提供的机器人导 航装置的结构框图,为了便于说明,仅示出了与本申请实施例相关的部分。Corresponding to the robot navigation method described in the above embodiment, FIG. 9 shows a structural block diagram of the robot navigation device provided by the embodiment of the present application. For convenience of description, only the part related to the embodiment of the present application is shown.
参照图9,该装置包括:9, the device includes:
调用模块901,用于若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,第一目标位置在第二区域内,地图环境信息为第一目标位置对应在第一区域的全局地图中的地图环境信息;The calling module 901 is configured to call the local map of the second area if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than a preset value, and the first target location is in the second area , the map environment information is the map environment information corresponding to the first target position in the global map of the first area;
定位模块902,用于用于根据局部地图,在第二区域内进行定位;a positioning module 902, configured to perform positioning in the second area according to the local map;
导航模块903,用于基于局部地图的预设局部路径,在定位后的第二区域内进行导航。The navigation module 903 is used for navigating in the second area after positioning based on the preset partial path of the partial map.
本申请实施例提供的一种机器人导航装置,调用模块901在第一目标位置检测实际环境信息与第一区域的地图环境信息之间的匹配度,由于全局路径规划时需要确保全局路径存在通路,所以当机器人到达第一目标位置后,若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,例如通行通道处于关闭状态,关闭通行通道改变了机器人在第一目标位置时的周围环境,导致机器人无法准确识别出机器人的周围环境对应在全局地图的位置,因此调用模块901调用地图环境与机器人的周围环境基本一致的局部地图;定位模块902再根据局部地图,对第二区域内的机器人进行定位,使得机器人从基于全局地图的定位变更为基于局部地图的定位,提高机器人的定位准确度;最后导航模块903基于局部地图的预设局部路径,对定位后的机器人在第二区域内进行导航。可见,本申请实施例使得机器人能够在实际环境相对于地图环境而发生变化的情况下,消除定位飘移或定位错误的问题,实现精准定位和导航。In the robot navigation device provided by the embodiment of the present application, the calling module 901 detects the matching degree between the actual environment information and the map environment information of the first area at the first target position. Since the global path planning needs to ensure that there is a path in the global path, Therefore, after the robot reaches the first target position, if the matching degree between the actual environment information of the first target position and the map environment information of the first area is less than the preset value, for example, the passageway is closed, and closing the passageway changes the robot. The surrounding environment at the first target position makes it impossible for the robot to accurately identify the location of the robot's surrounding environment corresponding to the global map. Therefore, the calling module 901 calls a local map whose map environment is basically consistent with the surrounding environment of the robot; The local map is used to locate the robot in the second area, so that the robot is changed from the global map-based positioning to the local map-based positioning, and the positioning accuracy of the robot is improved; finally, the navigation module 903 is based on the preset local path of the local map. The positioned robot navigates in the second area. It can be seen that the embodiment of the present application enables the robot to eliminate the problem of positioning drift or positioning error and realize precise positioning and navigation when the actual environment changes relative to the map environment.
在一实施例中,上述定位模块902还用于:In one embodiment, the above-mentioned positioning module 902 is further used for:
确定第一目标位置在第一区域的全局地图中的第一坐标;determining the first coordinates of the first target position in the global map of the first area;
根据第一区域与第二区域的位置对应关系,确定第一坐标对应的第二坐标,第二坐标为第一目标位置在局部地图中的坐标;According to the positional correspondence between the first area and the second area, the second coordinate corresponding to the first coordinate is determined, and the second coordinate is the coordinate of the first target position in the local map;
将第二坐标作为机器人在第二区域内的位置。Take the second coordinate as the position of the robot in the second area.
在一实施例中,上述调用模块901还用于:In one embodiment, the above-mentioned calling module 901 is further used for:
若通行通道处于关闭状态,则将第一目标位置的实际环境信息与地图环境信息进行匹配,实际环境信息为机器人在第一目标位置时的实际环境信息,地图环境信息为全局地图中的第一目标位置的地图环境信息;If the passage is closed, the actual environment information of the first target position is matched with the map environment information, the actual environment information is the actual environment information of the robot at the first target position, and the map environment information is the first target position in the global map. The map environment information of the target location;
若实际环境信息与地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图。If the matching degree between the actual environment information and the map environment information is less than the preset value, the local map of the second area is called.
在一实施例中,上述导航模块903还用于:In one embodiment, the above-mentioned navigation module 903 is further used for:
获取机器人的工作任务的任务参数,任务参数包括局部地图的多个工作坐标点;Obtain the task parameters of the robot's work task, and the task parameters include multiple work coordinate points on the local map;
根据局部地图的预设局部路径,将定位后的机器人依次导航至多个工作坐标点,直至机器人的工作任务在每个工作坐标点均执行完成。According to the preset local path of the local map, the positioned robot is navigated to multiple work coordinate points in turn, until the work task of the robot is completed at each work coordinate point.
在一实施例中,上述机器人导航装置还用于:In one embodiment, the above-mentioned robot navigation device is also used for:
在通行通道处于开启状态下,基于全局地图,规划经过第一区域和第二区域的预设全局路径。When the passageway is in an open state, based on the global map, a preset global path passing through the first area and the second area is planned.
在一实施例中,上述机器人导航装置还用于:In one embodiment, the above-mentioned robot navigation device is also used for:
在通行通道处于关闭状态下,基于局部地图,规划第二区域内的预设局部路径。When the passageway is closed, based on the local map, a preset local path in the second area is planned.
需要说明的是,上述装置/单元之间的信息交互、执行过程等内容,由于与本申请方法实施例基于同一构思,其具体功能及带来的技术效果,具体可参见方法实施例部分,此处不再赘述。It should be noted that the information exchange, execution process and other contents between the above-mentioned devices/units are based on the same concept as the method embodiments of the present application. For specific functions and technical effects, please refer to the method embodiments section. It is not repeated here.
所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,仅以上述各功能单元、模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能单元、模块完成,即将所述装置的内部结构划分成不同的功能单元或模块,以完成以上描述的全部或者部分功能。实施例中的各功能单元、模块可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中,上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。另外,各功能单元、模块的具体名称也只是为了便于相互区分,并不用于限制本申请的保护范围。上述系统中单元、模块的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and simplicity of description, only the division of the above-mentioned functional units and modules is used as an example. Module completion, that is, dividing the internal structure of the device into different functional units or modules to complete all or part of the functions described above. Each functional unit and module in the embodiment may be integrated in one processing unit, or each unit may exist physically alone, or two or more units may be integrated in one unit, and the above-mentioned integrated units may adopt hardware. It can also be realized in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing from each other, and are not used to limit the protection scope of the present application. For the specific working processes of the units and modules in the above-mentioned system, reference may be made to the corresponding processes in the foregoing method embodiments, which will not be repeated here.
图10为本申请一实施例提供的终端设备的结构示意图。如图10所示,该实施例的终端设备10包括:至少一个处理器100(图10中仅示出一个)处理器、存储器101以及存储在所述存储器101中并可在所述至少一个处理器100上运行的计算机程序102,所述处理器100执行所述计算机程序102时实现上述任意方法实施例中的步骤。FIG. 10 is a schematic structural diagram of a terminal device according to an embodiment of the present application. As shown in FIG. 10 , the terminal device 10 of this embodiment includes: at least one processor 100 (only one is shown in FIG. 10 ), a processor, a memory 101 , and a processor 101 stored in the memory 101 and available for processing in the at least one processor A computer program 102 running on the processor 100, the processor 100 implements the steps in any of the above method embodiments when the computer program 102 is executed.
所述终端设备10可以是机器人等计算设备。该终端设备可包括但不仅限于处理器100、存储器101。本领域技术人员可以理解,图10仅仅是终端设备10的举例,并不构成对终端设备10的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件,例如还可以包括输入输出设备、网络接入设备等。The terminal device 10 may be a computing device such as a robot. The terminal device may include, but is not limited to, the processor 100 and the memory 101 . Those skilled in the art can understand that FIG. 10 is only an example of the terminal device 10, and does not constitute a limitation on the terminal device 10. It may include more or less components than the one shown, or combine some components, or different components , for example, may also include input and output devices, network access devices, and the like.
所称处理器100可以是中央处理单元(Central Processing Unit,CPU),该处理器100还可以是其他通用处理器、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)或者其他可编程逻辑器件、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该处理器也可以是任何常规的处理器等。The so-called processor 100 may be a central processing unit (Central Processing Unit, CPU), and the processor 100 may also be other general-purpose processors, digital signal processors (Digital Signal Processors, DSP), application specific integrated circuits (Application Specific Integrated Circuits) , ASIC), off-the-shelf programmable gate array (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 the processor may be any conventional processor or the like.
所述存储器101在一些实施例中可以是所述终端设备10的内部存储单元,例如终端设备10的硬盘或内存。所述存储器101在另一些实施例中也可以是所述终端设备10的外部存储设备,例如所述终端设备10上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,所述存储器101还可以既包括所述终端设备10的内部存储单元也包括外部存储设备。所述存储器101用于存储操作系统、应用程序、引导装载程序(BootLoader)、数据以及其他程序等,例如所述计算机程序的程序代码等。所述存储器101还可以用于暂时地存储已经输出或者将要输出的数据。In some embodiments, the memory 101 may be an internal storage unit of the terminal device 10 , such as a hard disk or a memory of the terminal device 10 . In other embodiments, the memory 101 may also be an external storage device of the terminal device 10, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, flash memory card (Flash Card), etc. Further, the memory 101 may also include both an internal storage unit of the terminal device 10 and an external storage device. The memory 101 is used to store an operating system, an application program, a boot loader (Boot Loader), data, and other programs, for example, program codes of the computer program, and the like. The memory 101 may also be used to temporarily store data that has been output or will be output.
本申请实施例还提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现可实现上述各个方法实施例中的步骤。Embodiments of the present application further provide a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, the steps in the foregoing method embodiments can be implemented.
本申请实施例提供了一种计算机程序产品,当计算机程序产品在移动终端上运行时,使得移动终端执行时实现可实现上述各个方法实施例中的步骤。The embodiments of the present application provide a computer program product, when the computer program product runs on a mobile terminal, the steps in the foregoing method embodiments can be implemented when the mobile terminal executes the computer program product.
所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请实现上述实施例方法中的全部或部分流程,可以通过计算机程序来指令相关的硬件来完成,所述的计算机程序可存储于一计算机可读存储介质中,该计算机程序在被处理器执行时,可实现上述各个方法实施例的步骤。其中,所述计算机程序包括计算机程序代码,所述计算机程序代码可以为源代码形式、对象代码形式、可执行文件或某些中间形式等。所述计算机可读介质至少可以包括:能够将计算机程序代码携带到拍照装置/终端设备的任何实体或装置、记录介质、计算机存储器、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、电载波信号、电信信号以及软件分发介质。例如U盘、移动硬盘、磁碟或者光盘等。在某些司法管辖区,根据立法和专利实践,计算机可读介质不可以是电载波信号和电信信号。The integrated unit, if implemented in the form of a software functional unit and sold or used as an independent product, may be stored in a computer-readable storage medium. Based on this understanding, all or part of the processes in the methods of the above embodiments can be implemented by a computer program to instruct the relevant hardware. The computer program can be stored in a computer-readable storage medium, and the computer program When executed by a processor, the steps of each of the above method embodiments can be implemented. Wherein, the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file or some intermediate form, and the like. The computer-readable medium may include at least: any entity or device capable of carrying the computer program code to the photographing device/terminal device, recording medium, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), electrical carrier signals, telecommunication signals, and software distribution media. For example, U disk, mobile hard disk, disk or CD, etc. In some jurisdictions, under legislation and patent practice, computer readable media may not be electrical carrier signals and telecommunications signals.
在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述或记载的部分,可以参见其它实施例的相关描述。In the foregoing embodiments, the description of each embodiment has its own emphasis. For parts that are not described or described in detail in a certain embodiment, reference may be made to the relevant descriptions of other embodiments.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本 申请的范围。Those of ordinary skill in the art can realize that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Skilled artisans may implement the described functionality using different methods for each particular application, but such implementations should not be considered beyond the scope of this application.
在本申请所提供的实施例中,应该理解到,所揭露的装置/网络设备和方法,可以通过其它的方式实现。例如,以上所描述的装置/网络设备实施例仅仅是示意性的,例如,所述模块或单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通讯连接可以是通过一些接口,装置或单元的间接耦合或通讯连接,可以是电性,机械或其它的形式。In the embodiments provided in this application, it should be understood that the disclosed apparatus/network device and method may be implemented in other manners. For example, the apparatus/network device embodiments described above are only illustrative. For example, the division of the modules or units is only a logical function division. In actual implementation, there may be other division methods, such as multiple units. Or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. On the other hand, the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of devices or units, and may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.
以上所述实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围,均应包含在本申请的保护范围之内。The above-mentioned embodiments are only used to illustrate the technical solutions of the present application, but not to limit them; although the present application has been described in detail with reference to the above-mentioned embodiments, those of ordinary skill in the art should understand that: it is still possible to implement the above-mentioned implementations. The technical solutions described in the examples are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions in the embodiments of the application, and should be included in the within the scope of protection of this application.

Claims (10)

  1. 一种机器人导航方法,其特征在于,包括:A robot navigation method, comprising:
    若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,所述第一目标位置在所述第二区域内,所述地图环境信息为所述第一目标位置对应在所述第一区域的全局地图中的地图环境信息;If the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than the preset value, the local map of the second area is called, and the first target location is in the second area, The map environment information is map environment information corresponding to the first target position in the global map of the first area;
    根据所述局部地图,在所述第二区域内进行定位;positioning in the second area according to the local map;
    基于所述局部地图的预设局部路径,在定位后的所述第二区域内进行导航。Navigation is performed within the positioned second area based on a preset partial path of the partial map.
  2. 如权利要求1所述的机器人导航方法,其特征在于,所述根据所述局部地图,在所述第二区域内进行定位,包括:The robot navigation method according to claim 1, wherein the positioning in the second area according to the local map comprises:
    确定所述第一目标位置在所述第一区域的全局地图中的第一坐标;determining the first coordinates of the first target location in the global map of the first area;
    根据所述第一区域与所述第二区域的预设位置对应关系,确定所述第一坐标对应的第二坐标,所述第二坐标为所述第一目标位置在所述局部地图中的坐标;According to the preset position correspondence between the first area and the second area, a second coordinate corresponding to the first coordinate is determined, and the second coordinate is the first target position in the local map. coordinate;
    将所述第二坐标作为机器人在所述第二区域内的位置。The second coordinate is used as the position of the robot in the second area.
  3. 如权利要求1所述的机器人导航方法,其特征在于,所述第一区域与所述第二区域之间存在通行通道,所述若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,包括:The robot navigation method according to claim 1, wherein a passageway exists between the first area and the second area, and the actual environment information of the first target location and the map environment of the first area If the matching degree between the information is less than the preset value, the local map of the second area is called, including:
    若在所述第一目标位置检测到所述通行通道处于关闭状态,则将所述第一目标位置的实际环境信息与所述第一区域的地图环境信息进行匹配;If it is detected that the passageway is closed at the first target position, matching the actual environment information of the first target position with the map environment information of the first area;
    若所述实际环境信息与所述地图环境信息之间的匹配度小于预设值,则调用所述第二区域的局部地图。If the matching degree between the actual environment information and the map environment information is less than a preset value, the local map of the second area is called.
  4. 如权利要求1所述的机器人导航方法,其特征在于,所述基于所述局部地图的预设局部路径,在定位后的所述第二区域内进行导航,包括:The robot navigation method according to claim 1, wherein the navigation in the second area after positioning based on the preset local path of the local map, comprising:
    获取工作任务的任务参数,所述任务参数包括所述第二区域的多个工作坐标点;acquiring task parameters of a work task, where the task parameters include a plurality of work coordinate points in the second area;
    根据所述局部地图的预设局部路径,在定位后的所述第二区域内依次导航至多个所述工作坐标点,直至所述工作任务在每个所述工作坐标点均执行完成。According to the preset partial path of the partial map, navigate to a plurality of the work coordinate points in sequence in the second area after positioning, until the work task is completed at each work coordinate point.
  5. 如权利要求4所述的机器人导航方法,其特征在于,所述第一区域与所述第二区域之间存在通行通道,所述基于所述局部地图的预设局部路径,在定位后的所述第二区域内进行导航之后,还包括:The robot navigation method according to claim 4, wherein a passageway exists between the first area and the second area, and the preset local path based on the local map After navigating in the second area, it also includes:
    根据所述预设局部路径,导航至所述第二区域内的第二目标位置;Navigating to a second target position in the second area according to the preset partial path;
    若在所述第二目标位置检测到所述通行通道处于关闭状态,则控制所述通行通道开启,并调用所述第一区域的所述全局地图;If it is detected that the passageway is in a closed state at the second target position, controlling the passageway to open, and calling the global map of the first area;
    根据所述全局地图,在所述第一区域内进行定位;positioning in the first area according to the global map;
    基于所述全局地图的预设全局路径,在定位后的所述第一区域内进行导航。Based on the preset global path of the global map, the navigation is performed within the positioned first area.
  6. 如权利要求1至5任一项所述的机器人导航方法,其特征在于,所述第一区域与所述第二区域之间存在通行通道,所述方法还包括:The robot navigation method according to any one of claims 1 to 5, wherein a passageway exists between the first area and the second area, and the method further comprises:
    在所述通行通道处于开启状态下,基于所述全局地图,规划经过所述第一区域和所述第二区域的所述预设全局路径。When the passageway is in an open state, the preset global path passing through the first area and the second area is planned based on the global map.
  7. 如权利要求1至5任一项所述的机器人导航方法,其特征在于,所述第一区域与所述第二区域之间存在通行通道,所述方法还包括:The robot navigation method according to any one of claims 1 to 5, wherein a passageway exists between the first area and the second area, and the method further comprises:
    在所述通行通道处于关闭状态下,基于所述局部地图,规划所述第二区域内的所述预设局部路径。When the passageway is in a closed state, the preset local path in the second area is planned based on the local map.
  8. 一种机器人导航装置,其特征在于,包括:A robot navigation device, comprising:
    调用模块,用于若第一目标位置的实际环境信息与第一区域的地图环境信息之间的匹配度小于预设值,则调用第二区域的局部地图,所述第一目标位置在所述第二区域内,所述地图环境信息为所述第一目标位置对应在所述第一区域的全局地图中的地图环境信息;The calling module is configured to call the local map of the second area if the matching degree between the actual environment information of the first target location and the map environment information of the first area is less than a preset value, and the first target location is in the In the second area, the map environment information is the map environment information corresponding to the first target position in the global map of the first area;
    定位模块,用于根据所述局部地图,在所述第二区域内进行定位;a positioning module, configured to perform positioning in the second area according to the local map;
    导航模块,用于基于所述局部地图的预设局部路径,在定位后的所述第二区域内进行导航。The navigation module is used for navigating in the positioned second area based on the preset local path of the local map.
  9. 一种终端设备,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时实现如权利要求1至7任一项所述的方法。A terminal device, comprising a memory, a processor, and a computer program stored in the memory and running on the processor, characterized in that, when the processor executes the computer program, the process according to claim 1 to 7. The method of any one.
  10. 一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,其特征在于,所述计算机程序被处理器执行时实现如权利要求1至7任一项所述的方法。A computer-readable storage medium storing a computer program, characterized in that, when the computer program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.
PCT/CN2020/140409 2020-08-05 2020-12-28 Robot navigation method and apparatus, terminal device and storage medium WO2022027911A1 (en)

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