CN112162559A - Method, device and storage medium for multi-robot mixing - Google Patents

Method, device and storage medium for multi-robot mixing Download PDF

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Publication number
CN112162559A
CN112162559A CN202011060522.2A CN202011060522A CN112162559A CN 112162559 A CN112162559 A CN 112162559A CN 202011060522 A CN202011060522 A CN 202011060522A CN 112162559 A CN112162559 A CN 112162559A
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point
coordinate system
slave
coordinate
base
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CN112162559B (en
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桑云
贾永华
吴永海
李必勇
白寒
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Hangzhou Hikrobot Co Ltd
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Hangzhou Hikrobot Technology Co Ltd
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Priority to PCT/CN2021/122158 priority patent/WO2022068926A1/en
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    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0287Control of position or course in two dimensions specially adapted to land vehicles involving a plurality of land vehicles, e.g. fleet or convoy travelling
    • G05D1/0291Fleet control

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Abstract

The invention provides a method, a device and a storage medium for multi-robot mixing, and the technical scheme is as follows: the dispatching platform converts the running path information of the robot under the base coordinate system into the running path information adopted by the robot under the slave coordinate system and then sends the running path information to the robot, so that the robot can automatically run according to the current position and the converted running path information; or the dispatching platform sends the running path information of the robot under the base coordinate system to the robot, and the robot converts the current position of the robot under the base coordinate system into the current position under the base coordinate system, so that the robot can run autonomously according to the converted current position and the running path information under the base coordinate system received from the dispatching platform. The invention can improve the safety of the mixed operation of different types of robots in the same working site.

Description

Method, device and storage medium for multi-robot mixing
Technical Field
The invention relates to the technical field of robots, in particular to a method, a device and a storage medium for multi-robot mixed walking.
Background
With the rapid development of related technologies of robots in recent years, robots are more and more commonly applied in logistics, storage, factory production and the like.
In practical application, the situation that multiple types of robots work together in the same work place often exists, the multiple types of robots may come from the same or different manufacturers, different coordinate systems may be adopted when different types of robots of the same manufacturer are autonomously positioned, the coordinate systems adopted when the robots of different manufacturers are autonomously positioned are different, and the problem of coordinate non-uniformity among the robots occurs due to the difference of coordinate system definition, scale and offset among different coordinate systems. In order to realize the mixed operation of different types of robots in the same working field, realize unified scheduling and prevent the robots from colliding, the problem of coordinate unification among different types of robots must be solved.
At present, most of coordinate unification methods align two coordinate systems through rotation and translation, but because the coordinate system in practical application is mostly a nonlinear coordinate system, the coordinate unification between different types of robots can not be accurately realized only through rotation and translation, so that the different types of robots are easy to collide when mixed in the same work site, and potential safety hazards are caused.
Disclosure of Invention
In view of the above, the present invention provides a method, an apparatus and a storage medium for multi-robot mixing, which can improve the safety of different types of robots mixing in the same work site.
In order to achieve the purpose, the invention provides the following technical scheme:
the first method for multi-robot mixing is applied to a scheduling platform, and comprises the following steps:
determining first running path information of the robot under the base mark system;
determining a slave coordinate system adopted when the robot is autonomously positioned;
determining second traveling path information under the slave coordinate system corresponding to the first traveling path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and sending the second running path information to the robot so that the robot runs according to the second running path information.
The second method for multi-robot mixing is applied to the robot and comprises the following steps:
receiving third traveling path information of the robot under the base mark system, which is sent by a dispatching platform;
determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
determining second position information under the base coordinate system corresponding to the first position information by utilizing a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and autonomously driving according to the third driving path information and the second position information.
The first device for multi-robot mixing is applied to a dispatching platform, and comprises: a processor, and a non-transitory computer readable storage medium connected to the processor by a bus;
the non-transitory computer readable storage medium storing one or more computer programs executable by the processor; the processor, when executing the one or more computer programs, implements the steps of:
determining first running path information of the robot under the base mark system;
determining a slave coordinate system adopted by the robot for autonomous positioning;
determining second traveling path information under the slave coordinate system corresponding to the first traveling path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and sending the second running path information to the robot so that the robot runs according to the second running path information.
The second kind of device for multi-robot mixing is applied to the robot, and the device includes: a processor, and a non-transitory computer readable storage medium connected to the processor by a bus;
the non-transitory computer readable storage medium storing one or more computer programs executable by the processor; the processor, when executing the one or more computer programs, implements the steps of:
receiving third traveling path information of the robot under the base mark system, which is sent by a dispatching platform;
determining first position information of the robot under a slave coordinate system adopted by the autonomous robot positioning;
determining second position information under the base coordinate system corresponding to the first position information by utilizing a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and autonomously driving according to the third driving path information and the second position information.
A non-transitory computer readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the steps in the first method for multi-robot mixing as described above, or the steps in the second method for multi-robot mixing as described above.
According to the technical scheme, two implementation methods are provided, the first method is that a dispatching platform determines second driving path information corresponding to first driving path information of a robot under a base coordinate system and under a slave coordinate system, and sends the second driving path information to the robot, so that the robot can autonomously drive according to the converted driving path information, and the method converts the driving path information under the base coordinate system into the slave coordinate system of the robot, and therefore coordinate unification is achieved; the second method is that the dispatching platform sends the third traveling path information of the robot under the base coordinate system to the robot, the robot determines the position information under the base coordinate system corresponding to the current position under the slave coordinate system adopted by the robot for autonomous positioning, and therefore the robot autonomously travels according to the traveling path information under the base coordinate system and the converted position information received from the dispatching platform. The method for unifying the coordinates between the two coordinate systems (particularly the nonlinear coordinate system) by utilizing the riveting point between the two coordinate systems is higher in precision compared with the existing method for unifying the coordinates only by rotating and translating, so that the safety of different types of robots mixed in the same working site can be improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without inventive labor.
FIG. 1 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 2 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 3 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 4 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 5 is a flow chart of a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 6 is a flowchart of a method for multi-robot mixing according to a sixth embodiment of the present invention;
FIG. 7 is a graph comparing a base coordinate system and a slave coordinate system according to an embodiment of the present invention;
FIG. 8 is a flowchart of a method for multi-robot mixing according to a seventh embodiment of the present invention;
FIG. 9 is a flowchart of an eighth method for multi-robot mixing according to an embodiment of the present invention;
FIG. 10 is a flowchart illustrating a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 11 is a flowchart illustrating a method for multi-robot mixing according to an embodiment of the present invention;
FIG. 12 is a flowchart of a method for multi-robot mixing according to an eleventh embodiment of the present invention;
FIG. 13 is a flowchart of a method for multi-robot mixing according to a twelfth embodiment of the present invention;
FIG. 14 is a schematic structural diagram of an apparatus for multi-robot mixing according to an embodiment of the present invention;
fig. 15 is a schematic structural diagram of an apparatus for multi-robot mixing according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
In the embodiment of the invention, the coordinates of a position point in the world under two coordinate systems form a pair of coordinates, which is called a rivet pair between the two coordinate systems. For example the coordinates of the location point P in the coordinate system a
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And coordinates in the coordinate system B
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A rivet pair (sometimes also referred to as a rivet pair) is formed, which is a rivet pair between coordinate system a and coordinate system B.
In the embodiment of the present invention, for a plurality of robots operating in the same working scene, an implementation scheme for the robots to perform mixed operations is provided, and the implementation scheme specifically includes: and on the dispatching platform side, converting the traveling path information of the robot into the traveling path information under the slave coordinate system by utilizing a riveting point pair set between a base coordinate system adopted by the dispatching platform and the slave coordinate system adopted by each robot for autonomous positioning, so that the robot travels according to the traveling path information of the robot under the slave coordinate system. It can be seen that, in essence, the embodiment performs coordinate transformation on the set by using the rivet points between the base coordinate system and the slave coordinate system used for autonomous robot positioning, so as to achieve coordinate unification, and compared with the existing method for performing coordinate unification only by rotation and translation, the method has higher precision, and therefore, the safety of mixed operation of different types of robots in the same work site can be improved.
The above embodiments are described in detail below with reference to the accompanying drawings:
referring to fig. 1, fig. 1 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 1, the method mainly includes the following steps:
step 101, determining first driving path information of a robot under a base system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
Step 102, determining a slave coordinate system adopted by the robot for autonomous positioning;
step 103, determining second travel path information under the slave coordinate system corresponding to the first travel path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and 104, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 1, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, the second travel path information corresponding to the first travel information under the slave coordinate system is determined by using the preset set of riveting point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of the robot, so that the robot can travel according to the second travel path information. Coordinate unification is realized by performing coordinate transformation on the set by using the riveting points between the base coordinate system and the slave coordinate system, and compared with a method for unifying coordinates through rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 2, fig. 2 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 2, the method mainly includes the following steps:
step 201, determining first driving path information of the robot under a base standard system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
In this embodiment, the first travel path information includes at least one first coordinate point on a first travel path of the robot.
Step 202, determining a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, a set of rivet point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of each robot may be configured in advance. After the first travel path information of the robot under the base coordinate system is determined, a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning can be determined by searching a preset base coordinate system and a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning.
Step 2031, selecting a target rivet pair for coordinate transformation for each first coordinate point included in the first travel path information of the robot in the rivet pair set between the base coordinate system and the slave coordinate system;
step 2032, converting the first coordinate point into a corresponding second coordinate point in the slave coordinate system according to a target rivet pair selected for each first coordinate point included in the first travel path information of the robot;
in this embodiment, the second travel route information includes: and a second coordinate point.
Step 2033 of determining a second coordinate point set composed of second coordinate points in the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
The above steps 2031 to 2033 are specific refinements of step 103 shown in fig. 1.
And step 204, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 2, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, a target rivet pair is first selected for each first coordinate point included in the first travel path information, a second coordinate point corresponding to the first coordinate point under the slave coordinate system is determined by using the target rivet pair, and a set of second coordinate points under the slave coordinate system corresponding to all the first coordinate points is determined as the second travel path information, so that the robot travels according to the second travel path information. The coordinate transformation is performed on the set by using the riveting points between the base coordinate system and the slave coordinate system, and compared with the existing method for unifying the coordinates only through rotation and translation, the method has higher precision, so that the safety of different types of robots in a mixed way in the same working site can be improved.
Referring to fig. 3, fig. 3 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 3, the method mainly includes the following steps:
step 301, determining first driving path information of the robot under a base standard system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
In this embodiment, the first travel path information includes at least one first coordinate point on a first travel path of the robot.
Step 302, determining a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, a set of rivet point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of each robot may be configured in advance. After the first travel path information of the robot under the base coordinate system is determined, a riveting point pair set between the base coordinate system and a coordinate system adopted by the robot can be determined by searching a preset base coordinate system and a riveting point pair set between slave coordinate systems adopted by the robots for autonomous positioning.
Step 3031, selecting N +1 riveting point pairs meeting a first condition from the riveting point pair set between the base coordinate system and the slave coordinate system, and determining the N +1 riveting point pairs as target riveting point pairs selected by the first coordinate point;
in this embodiment, any rivet point pair in the set of rivet point pairs includes a base coordinate point in the base coordinate system and a slave coordinate point in the slave coordinate system corresponding to the base coordinate point.
In this embodiment, N is the number of dimensions of the base coordinate system; the first condition is: the base coordinate point in the N +1 rivet point pairs can uniquely determine a linear coordinate system having the same dimension as the base coordinate system.
Here, if the base coordinate system is a linear coordinate system, the linear coordinate system in which the base coordinate points in the N +1 rivet point pairs can be uniquely determined is the base coordinate system; if the base coordinate system is a non-linear coordinate system, the linear coordinate system uniquely determined by the base coordinate points in the N +1 rivet point pairs is a coordinate system having the same dimension as the base coordinate system, and the linear coordinate system is actually equivalent to a linear coordinate system obtained by linearizing a local region of the base coordinate system, and the principle is as follows: although the base coordinate system is non-linearized, the division of the spatial extent of the base coordinate system into a plurality of smaller regions is approximately linearized within each region, which is also the theoretical basis for the subsequent execution of coordinate conversions between the base coordinate system and the slave coordinate system.
The above step 3031 is a detailed refinement of step 2031 shown in fig. 2.
Step 3032, converting the first coordinate points into corresponding second coordinate points under the slave coordinate system according to the target rivet point pairs selected for each first coordinate point included in the first travel path information of the robot;
in this embodiment, the second travel route information includes: and a second coordinate point.
Step 3033, determining a second coordinate point set composed of second coordinate points in the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
The above steps 3031 to 3033 are specific refinements of the step 103 shown in fig. 1.
And step 304, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 3, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, by selecting a target rivet pair for each first coordinate point included in the first travel path information and determining a second coordinate point corresponding to the first coordinate point under the slave coordinate system according to the target rivet pair, a set of second coordinate points under the slave coordinate system corresponding to all the first coordinate points is determined as the second travel path information, so that the robot travels according to the second travel path information. When a target rivet point pair is selected for each first coordinate point included in the first travel path information, a rivet point pair satisfying a first condition is selected as the target rivet point pair. In this embodiment, coordinate transformation is performed on the set by using the rivet points between the base coordinate system and the slave coordinate system, and compared with the existing method for unifying coordinates only by rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 4, fig. 4 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 4, the method mainly includes the following steps:
step 401, determining first driving path information of the robot under a base system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
In this embodiment, the first travel path information includes at least one first coordinate point on a first travel path of the robot.
Step 402, determining a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, a set of rivet point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of each robot may be configured in advance. After the first travel path information of the robot under the base coordinate system is determined, a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning can be determined by searching a preset base coordinate system and a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning.
Step 4031, select N +1 rivet point pairs satisfying a first condition and a second condition from the set of rivet point pairs between the base coordinate system and the slave coordinate system, and determine the N +1 rivet point pairs as a target rivet point pair selected by the first coordinate point;
in this embodiment, any rivet point pair in the set of rivet point pairs includes a base coordinate point in the base coordinate system and a slave coordinate point in the slave coordinate system corresponding to the base coordinate point.
In this embodiment, N is the number of dimensions of the base coordinate system.
In this embodiment, the first condition is: the base coordinate point in the N +1 rivet point pairs can uniquely determine a linear coordinate system having the same dimension as the base coordinate system.
In this embodiment, the second condition includes at least one of the following conditions:
1) the base coordinate points in the N +1 riveting point pairs are the N +1 base coordinate points closest to the first coordinate point;
2) the first coordinate point is located in a space range defined by the base coordinate points in the N +1 riveting point pairs;
3) the distance between the base coordinate points in the N +1 riveting point pairs is not less than a preset distance threshold (for example, the preset distance threshold is 2 meters, and the distance between any two base coordinate points in the N +1 riveting point pairs is not less than 2 meters);
3) the included angle between the base coordinate point connecting lines in the N +1 riveting point pairs is not less than a preset angle threshold (for example, the preset angle threshold is 10 degrees, and the included angle between any two base coordinate point connecting lines in the N +1 riveting point pairs is not less than 10 degrees).
Step 4031 above is a specific refinement of step 2031 shown in FIG. 2.
Step 4032, converting the first coordinate points into corresponding second coordinate points in the slave coordinate system according to the target rivet pairs selected for each first coordinate point included in the first travel path information of the robot;
in this embodiment, the second travel route information includes: and a second coordinate point.
Step 4033, a second coordinate point set composed of second coordinate points in the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot is determined as second travel path information.
The above steps 4031 to 4033 are specific refinements of the step 103 shown in fig. 1.
And step 404, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 4, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, by selecting a target rivet pair for each first coordinate point included in the first travel path information and determining a second coordinate point corresponding to the first coordinate point under the slave coordinate system by using the target rivet pair, a set of second coordinate points under the slave coordinate system corresponding to all the first coordinate points is determined as the second travel path information, so that the robot travels according to the second travel path information. When a target rivet point pair is selected for each first coordinate point included in the first travel path information, a rivet point pair satisfying both the first condition and the second condition is selected as the target rivet point pair. In this embodiment, coordinate transformation is performed on the set by using the rivet points between the base coordinate system and the slave coordinate system, and compared with the existing method for unifying coordinates only by rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 5, fig. 5 is a flowchart of a method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 5, the method mainly includes the following steps:
step 501, determining first driving path information of the robot under a base standard system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
In this embodiment, the first travel path information includes at least one first coordinate point on a first travel path of the robot.
Step 502, determining a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, a set of rivet point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of each robot may be configured in advance. After the first travel path information of the robot under the base coordinate system is determined, a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning can be determined by searching a preset base coordinate system and a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning.
Step 5031, selecting a target riveting point pair for coordinate conversion for each first coordinate point on the first travel path of the robot from the riveting point pair set between the base coordinate system and the slave coordinate system;
in this embodiment, any rivet point pair in the set of rivet point pairs includes a base coordinate point in the base coordinate system and a slave coordinate point in the slave coordinate system corresponding to the base coordinate point.
In this embodiment, the second travel route information includes: and a second coordinate point.
Step 5032a, selecting a first riveting point pair from the target riveting point pair selected for each first coordinate point;
in this embodiment, the first rivet point pair may be any one of a target rivet point pair selected for the first coordinate point.
Step 5032b, determining a first basis vector formed by the first coordinate point and the base coordinate point in the first rivet point pair
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Step 5032c determining N second basis vectors
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、……、
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Each second basis vector is obtained according to the basis coordinate points of any two riveting point pairs in the target riveting point pair selected for the first coordinate point, and the N second basis vectors can uniquely represent a basis coordinate system;
here, the N second basis vectors can uniquely determine the base coordinate system, and actually can uniquely determine only a local region of the base coordinate system, and strictly speaking, should be a linear coordinate system having the same dimension as the base coordinate system.
Step 5032d, calculating the first base vector
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And the N second basis vectors
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、……、
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Determining N coefficients
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、……、
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The N coefficients satisfy
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Step 5032e, calculating N coefficients
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、……、
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And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
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Satisfy the requirement of
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Wherein
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、……、
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Are respectively
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、……、
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And the corresponding second slave vector in the slave coordinate system.
The following explains the implementation principle of the steps 5032a to 5032e by taking a two-dimensional coordinate system as an example:
in practical applications, if the two-dimensional plane is equal-scale, the two-dimensional plane may be expressed by two non-collinear vectors, or two non-collinear vectors may determine an equal-scale two-dimensional plane. But if the planes are not isometric, i.e., non-linear, they cannot be expressed by two non-collinear vectors. Since the scale of the SLAM coordinates is non-uniform and of unknown scale, the relationship between the two coordinate systems cannot be expressed by only two pairs of non-collinear vectors. But it can be assumed that the coordinate system is linear within a certain range, and the smaller this range is taken, the smaller the error brought by this assumption.
Through the above analysis, the coordinate system can be divided into a plurality of regions, and assuming that the scale in the region is uniform, then the relationship of the region in different coordinate systems is expressed by two pairs of non-collinear vectors. In practical application, the coordinate system can be divided into regions through rivet points, then two pairs of non-collinear vectors in the region are determined through 3 rivet point pairs, and then coordinate mapping between different maps is realized through the two vectors.
Assuming that the left side is the base coordinate system and the right side is the slave coordinate system, as shown in fig. 7, there are 5 sets of rivet pairs in fig. 7: (A, A '), (B, B '), (C, C '), (E, E '), and (F, F '), point P being the coordinate point to be converted. Then when converting point P from the base coordinate system to the slave coordinate system, the known information is: the coordinates of the points A-F and the point P to be converted in the base coordinate system, and the coordinates of the points A '-F' in the slave coordinate system are known. The coordinates of the transformed point P 'in the slave coordinate system need to be solved, and how to solve the coordinates of the point P' in the slave coordinate system is described below.
First, 3 rivet point pairs satisfying the first condition are selected as a target rivet point pair for the point P ', and as shown in the figure, (a, a'), (B, B '), (C, C') are selected as target rivet point pairs, the following formula can be obtained:
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i.e. vector
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Passing vector
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Sum vector
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Expressed, it can also be said that the vector of point P is obtained
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Sum vector
Figure 735834DEST_PATH_IMAGE022
The coordinates in the coordinate system of the composition are (a, b).
Then the following formula is corresponded to the slave coordinate system:
Figure 176436DEST_PATH_IMAGE023
when the coordinates of a ', B', C 'in the slave coordinate system are known, and (a, B) are known, the coordinates of P', i.e. the coordinates of the point P in the slave coordinate system, can be solved.
The above steps 5032a to 5032e are detailed in step 2032 shown in fig. 2.
Step 5033, determining a second coordinate point set composed of second coordinate points in the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
The above steps 5031 to 5033 are detailed refinements of the step 103 shown in fig. 1.
And step 504, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 5, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, by selecting a target rivet pair for each first coordinate point included in the first travel path information and determining a second coordinate point under the slave coordinate system corresponding to the first coordinate point by using the target rivet pair, a set of second coordinate points under the slave coordinate system corresponding to all the first coordinate points is determined as the second travel path information, so that the robot travels according to the second travel path information. In addition, in the present embodiment, by solving the second coordinate point of each first coordinate point in the slave coordinate system by using the consistency of the expression of the vector in a certain area between the base coordinate system and the slave coordinate system, the precise conversion of the coordinates between the nonlinear coordinate systems can be realized. In this embodiment, coordinate transformation is performed on the set by using the rivet points between the base coordinate system and the slave coordinate system, and compared with the existing method for unifying coordinates only by rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 6, fig. 6 is a flowchart of a method for multi-robot mixing according to a sixth embodiment of the present invention, where the method is applied to a scheduling platform, and as shown in fig. 6, the method mainly includes the following steps:
step 601, determining first driving path information of the robot under a base standard system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
In this embodiment, the first travel path information includes at least one first coordinate point on the first travel path of the robot and an azimuth angle indicating a heading of the robot at the first coordinate point.
Step 602, determining a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, a set of rivet point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of each robot may be configured in advance. After the first travel path information of the robot under the base coordinate system is determined, a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning can be determined by searching a preset base coordinate system and a riveting point pair set between the base coordinate system and the slave coordinate systems adopted by the robot for autonomous positioning.
Step 6031, selecting a target riveting point pair for coordinate conversion for each first coordinate point on the first travel path of the robot in the riveting point pair set between the base coordinate system and the slave coordinate system;
step 6032a, for each first coordinate point, selecting a first rivet point pair from the target rivet point pair selected for the first coordinate point;
here, the first rivet point pair may be any one of a target rivet point pair selected for the first coordinate point.
Step 6032b, determine a first basis vector formed by the first coordinate point and a base coordinate point in the first rivet point pair
Figure 578598DEST_PATH_IMAGE003
Step 5032c determining N second basis vectors
Figure 919581DEST_PATH_IMAGE004
Figure 178524DEST_PATH_IMAGE005
、……、
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Each second basis vector is riveted according to the target selected for the first coordinate pointObtaining base coordinate points of any two rivet pairs in the point pairs, wherein the N second base vectors can uniquely represent a base coordinate system;
step 6032d, based on the first basis vector
Figure 43767DEST_PATH_IMAGE003
And the N second basis vectors
Figure 239256DEST_PATH_IMAGE004
Figure 872362DEST_PATH_IMAGE005
、……、
Figure 786092DEST_PATH_IMAGE006
Determining N coefficients
Figure 326795DEST_PATH_IMAGE007
Figure 347097DEST_PATH_IMAGE024
、……、
Figure 619946DEST_PATH_IMAGE025
The N coefficients satisfy
Figure 286551DEST_PATH_IMAGE010
Step 6032e, according to the N coefficients
Figure 801584DEST_PATH_IMAGE011
Figure 237244DEST_PATH_IMAGE024
、……、
Figure 680995DEST_PATH_IMAGE025
And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
Figure 834896DEST_PATH_IMAGE013
Satisfy the requirement of
Figure 156549DEST_PATH_IMAGE014
Wherein
Figure 446716DEST_PATH_IMAGE015
Figure 326947DEST_PATH_IMAGE016
、……、
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Are respectively
Figure 559400DEST_PATH_IMAGE004
Figure 969653DEST_PATH_IMAGE018
、……、
Figure 755206DEST_PATH_IMAGE006
And the corresponding second slave vector in the slave coordinate system.
The above steps 6032a to 6032e are the same as the implementation principle of the steps 5032a to 5032 shown in fig. 5, and are not described again.
In this embodiment, the second driving path information includes a second coordinate point and an azimuth angle indicating a heading of the robot at the second coordinate point.
Step 6032f, determining an azimuth angle deviation between the base coordinate system and the slave coordinate system according to the riveting point pair set between the base coordinate system and the slave coordinate system, and determining an azimuth angle corresponding to the second coordinate system according to the angle deviation and the azimuth angle corresponding to the first coordinate system.
In practical applications, the azimuth deviation between the two coordinate systems is fixed, and the azimuth deviation between two vectors formed by two rivet pairs with the farthest distance in the rivet pair set between the two coordinate systems can be determined as the azimuth deviation between the two coordinate systems. For example, assume rivet in FIG. 7The distance between the pair of points (B, B ') and the pair of rivet points (F, F') is the farthest, i.e. the distance between BF is the largest and/or the distance between B 'F' is the largest, then the two vectors formed by the two pairs of rivet points can be determined
Figure 618120DEST_PATH_IMAGE026
And
Figure 293295DEST_PATH_IMAGE027
the azimuth deviation is determined as the azimuth deviation between the base coordinate system and the slave coordinate system in fig. 7.
Therefore, in this embodiment, determining the azimuth deviation between the base coordinate system and the slave coordinate system according to the set of riveting point pairs between the base coordinate system and the slave coordinate system may specifically include the following steps:
s11, selecting two riveting point pairs with the farthest distance between the base coordinate points from the riveting point pair set between the base coordinate system and the slave coordinate system;
and selecting two riveting point pairs with the farthest distance between the base coordinate points from the riveting point pair set between the base coordinate system and the slave coordinate system, and calculating the azimuth angle deviation between the base coordinate system and the slave coordinate system by using the two riveting point pairs, so that the azimuth angle deviation calculation result is more accurate. However, in practical implementation, the step S11 can also be implemented by the following method: two rivet pairs are randomly selected from a set of rivet pairs between a base coordinate system and the slave coordinate system.
S12, determining the azimuth deviation between a base vector formed by two base coordinate points in the two riveting point pairs and a slave vector formed by two slave coordinate points under a slave coordinate system corresponding to the two base coordinate points;
and S13, determining the azimuth angle deviation as the azimuth angle deviation between the base coordinate system and the slave coordinate system.
The above steps 6032a to 6032e are a detailed refinement of step 2032 shown in fig. 2.
Step 6033 determines a second coordinate point set composed of second coordinate points in the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
The above steps 6031 to 6033 are specific refinements of step 103 shown in fig. 1.
And step 604, sending the second running path information to the robot so that the robot runs according to the second running path information.
As can be seen from the method shown in fig. 6, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, by selecting a target rivet pair for each first coordinate point in the first travel path information and determining a second coordinate point corresponding to the first coordinate point under the slave coordinate system by using the target rivet pair, a set of second coordinate points under the slave coordinate system corresponding to all the first coordinate points is determined as the second travel path information, so that the robot can follow the second travel path information. In addition, in the embodiment, the second coordinate point of each first coordinate point in the slave coordinate system is solved by using the consistency of the expression of the vectors in a certain area between the base coordinate system and the slave coordinate system, so that the accurate conversion of the coordinates between the nonlinear coordinate systems can be realized. In this embodiment, coordinate transformation is performed on the set by using the rivet points between the base coordinate system and the slave coordinate system, and compared with the existing method for unifying coordinates only by rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 8, fig. 8 is a flowchart of a method for multi-robot mixing in accordance with a seventh embodiment of the present invention, where the method is applied to a scheduling platform, as shown in fig. 8, and mainly includes the following steps:
step 801, determining first driving path information of the robot under a base standard system;
in this embodiment, the coordinate system used for the scheduling platform is referred to as a base coordinate system, and the coordinate system used for autonomous positioning of the robot is referred to as a slave coordinate system.
Step 802, determining a slave coordinate system adopted by the robot for autonomous positioning;
step 803, determining second travel route information in the slave coordinate system corresponding to the first travel route information by using a preset rivet point pair set between the base coordinate system and the slave coordinate system;
and step 804, sending the second running path information to the robot so that the robot can autonomously run according to the second running path information and the position information of the robot in the slave coordinate system.
As can be seen from the method shown in fig. 8, in this embodiment, after the scheduling platform determines the first travel path information of the robot under the base coordinate system, the second travel path information corresponding to the first travel information under the slave coordinate system is determined by using the preset set of riveting point pairs between the base coordinate system and the slave coordinate system used for autonomous positioning of the robot, so that the robot can autonomously travel according to the second travel path information and the current position information of the robot. Coordinate unification is realized by performing coordinate transformation on the set by using the riveting points between the base coordinate system and the slave coordinate system, and compared with a method for unifying coordinates through rotation and translation, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
In the embodiment of the present invention, for a plurality of robots operating in the same working scene, another implementation scheme for the robots to perform row mixing is further provided, and the implementation scheme specifically includes: and converting the current position of the robot into the current position under the base coordinate at one side of the robot, so that the robot can autonomously run according to the converted current position and the path running information of the robot under the base coordinate system, which is sent by the dispatching platform. According to the embodiment, the set is subjected to coordinate transformation by using the riveting point between the slave coordinate system and the base coordinate system, so that coordinate unification is realized, and compared with the existing method for unifying coordinates only through rotation and translation, the method is higher in accuracy, and therefore the safety of mixed operation of different types of robots in the same work site can be improved.
The above embodiments are described in detail below with reference to the accompanying drawings:
referring to fig. 9, fig. 9 is a flowchart of an eighth method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a robot, and as shown in fig. 9, the method specifically includes the following steps:
step 901, receiving third traveling path information of the robot under a base standard system, which is sent by a dispatching platform;
step 902, determining first position information of the robot in a slave coordinate system adopted by the robot for autonomous positioning;
step 903, determining second position information corresponding to the first position information under the base coordinate system by using a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and 904, autonomously driving according to the third driving path information and the second position information.
As can be seen from the method shown in fig. 9, in this embodiment, after receiving the third travel path information of the robot under the base coordinate system, which is determined by the scheduling platform, the second position information of the robot under the base coordinate system, which corresponds to the first position information of the robot, is determined by using the preset set of the riveting point pairs between the slave coordinate system and the base coordinate system, which are used for autonomous positioning of the robot, so that the robot autonomously travels according to the third travel path information and the second position information. In the embodiment, coordinate unification is realized by performing coordinate transformation on the set by using the riveting point between the coordinate system and the base coordinate system, and compared with the existing method for unifying coordinates only by rotating and translating, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 10, fig. 10 is a flowchart of a method for multi-robot mixing according to the ninth embodiment of the present invention, where the method is applied to a robot, and as shown in fig. 10, the method specifically includes the following steps:
1001, receiving third traveling path information of the robot under a base system, which is sent by a dispatching platform;
step 1002, determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, the first location information includes a first location point.
Step 10031, selecting a target rivet pair for coordinate transformation for the first position point in the first position information in the rivet pair set between the slave coordinate system and the base coordinate system;
in this embodiment, the second location information includes a second location point.
Step 10032, converting the first location point to a corresponding second location point in the base coordinate system according to the selected target rivet pair for the first location point.
The above steps 10031 to 10032 are detailed refinements of step 903 shown in fig. 9.
And a step 1004 of autonomously driving according to the third driving path information and the second position information.
As can be seen from the method shown in fig. 10, in this embodiment, after receiving the third travel path information of the robot under the base coordinate system, which is determined by the scheduling platform, the target rivet pair is selected as the first position information from the rivet point pair set between the coordinate system and the base coordinate system, which is adopted by the robot and is configured in advance, and the second position information under the base coordinate system, which corresponds to the first position information, is determined according to the target rivet pair, so that the robot autonomously travels according to the third travel path information and the second position information. In the embodiment, coordinate unification is realized by performing coordinate transformation on the set by using the riveting point between the coordinate system and the base coordinate system, and compared with the existing method for unifying coordinates only by rotating and translating, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 11, fig. 11 is a flowchart of a ten-way method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a robot, as shown in fig. 11, and specifically includes the following steps:
step 1101, receiving third traveling path information of the robot under a base standard system, which is sent by a dispatching platform;
step 1102, determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, the first location information includes a first location point.
Step 11031, selecting N +1 riveting point pairs satisfying a third condition from the set of riveting point pairs between the coordinate system and the base coordinate system, and determining the N +1 riveting point pairs as a target riveting point pair selected by the first position point in the first position information;
in this embodiment, any rivet point pair in the set of rivet point pairs between the slave coordinate system and the base coordinate system includes: and the slave coordinate point in the slave coordinate system and the base coordinate point in the base coordinate system corresponding to the slave coordinate point.
In this embodiment, N is the number of dimensions of the slave coordinate system. The third condition is: the slave coordinate points in the N +1 rivet point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system.
Here, if the slave coordinate system is a linear coordinate system, the linear coordinate system in the N +1 rivet point pairs, in which the slave coordinate point can be uniquely determined, is the slave coordinate system; if the slave coordinate system is a non-linear coordinate system, the linear coordinate system uniquely identifiable by the slave coordinate point in the N +1 rivet point pairs is a coordinate system having the same dimensions as the slave coordinate system, and the linear coordinate system is actually equivalent to a linear coordinate system obtained by linearizing a local area of the slave coordinate system, and the principle is as follows: although the slave coordinate system is non-linearized, dividing the spatial extent of the slave coordinate system into a plurality of smaller regions is approximately linearized within each region, which is also the theoretical basis for subsequently performing coordinate transformations of the slave coordinate system and the base coordinate system.
The above step 11031 is a detailed refinement of step 10031 shown in fig. 10;
in this embodiment, the second location information includes a second location point.
Step 11032, converting the first position point into a corresponding second position point under the base coordinate system according to the target rivet pair selected for the first position point.
The above steps 11031 to 11032 are specific refinements of step 903 shown in fig. 9.
And step 1104, autonomously driving according to the third driving path information and the second position information.
As can be seen from the method shown in fig. 11, in this embodiment, after receiving the third travel path information of the robot under the base coordinate system, which is determined by the scheduling platform, a target rivet pair satisfying a third condition is selected from a set of rivet pairs between a coordinate system and a base coordinate system, which is used for autonomous positioning of the robot, which is configured in advance, and second position information under the base coordinate system, which corresponds to the first position information, is determined according to the target rivet pair, so that the robot autonomously travels according to the third travel path information and the second position information. In the embodiment, coordinate unification is realized by performing coordinate transformation on the set by using the riveting point between the coordinate system and the base coordinate system, and compared with the existing method for unifying coordinates only by rotating and translating, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 12, fig. 12 is a flowchart of an eleventh method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a robot, and as shown in fig. 12, the method specifically includes the following steps:
step 1201, receiving third traveling path information of the robot under a base system, which is sent by a dispatching platform;
step 1202, determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, the first location information includes a first location point.
Step 12031, selecting N +1 riveting point pairs satisfying a third condition and a fourth condition from the riveting point pair set between the coordinate system and the base coordinate system, and determining the N +1 riveting point pairs as a target riveting point pair selected by the first position point in the first position information;
in this embodiment, any rivet point pair in the set of rivet point pairs between the slave coordinate system and the base coordinate system includes: the slave coordinate point under the slave coordinate system and the base coordinate point under the base coordinate system corresponding to the slave coordinate point;
in this embodiment, N is the number of dimensions of the slave coordinate system.
The third condition is: the slave coordinate point in the N +1 riveting point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system;
the fourth condition includes at least one of the following conditions:
1) n +1 secondary coordinate points closest to the first position under the condition that the secondary coordinate point positions in the N +1 riveting point pairs meet a third condition;
2) the first position is located within a spatial range defined by the slave coordinate points in the N +1 rivet point pairs;
3) the distance between the slave coordinate points in the N +1 rivet point pairs is not less than a preset distance threshold (for example, the preset distance threshold is 2 meters;
4) the distance between any two base coordinate points in the N +1 riveting point pairs is not less than 2 meters), and/or the included angle between the secondary coordinate point connecting lines in the N +1 riveting point pairs is not less than a preset angle threshold (for example, the preset angle threshold is 10 degrees, and the included angle between any two base coordinate point connecting lines in the N +1 riveting point pairs is not less than 10 degrees).
The above step 12031 is a detailed refinement of step 10031 shown in fig. 10.
In this embodiment, the second location information includes a second location point.
Step 12032, convert the first location point to a corresponding second location point in the base coordinate system based on the selected target rivet pair for the first location point.
The above steps 12031 to 12032 are specific refinements of step 903 shown in fig. 9.
And step 1204, autonomously driving according to the third driving path information and the second position information.
In this embodiment, the second location information includes a second location point.
As can be seen from the method shown in fig. 12, in this embodiment, after receiving the third travel path information of the robot under the base coordinate system, which is sent by the scheduling platform, the target rivet pair satisfying the third condition and the fourth condition is selected from the set of rivet pairs between the coordinate system and the base coordinate system, which is adopted by the robot in advance, and the second position information under the base coordinate system corresponding to the first position information is determined according to the selected target rivet pair, so that the robot autonomously travels according to the third travel path information and the second position information. In the embodiment, coordinate unification is realized by performing coordinate transformation on the set by using the riveting point between the coordinate system and the base coordinate system, and compared with the existing method for unifying coordinates only by rotating and translating, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
Referring to fig. 13, fig. 13 is a flowchart of a twelve method for multi-robot mixing according to an embodiment of the present invention, where the method is applied to a robot, and as shown in fig. 13, the method specifically includes the following steps:
step 1301, receiving third traveling path information of the robot under a base system, which is sent by a dispatching platform;
step 1302, determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
in this embodiment, the first location information includes a first location point and an azimuth angle indicating a heading of the robot at the first location point.
Step 13031, selecting a target riveting point pair for coordinate conversion for the first position point in the first position information in the riveting point pair set between the slave coordinate system and the base coordinate system;
step 13032a, selecting a second riveting point pair from the target riveting point pair selected for the first position point;
in this embodiment, the second rivet point pair may be any one of the target rivet point pairs selected for the first position point.
Step 13032b, determining a third slave vector formed by the first position point and the slave coordinate point in the second rivet point pair
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Step 13032c, determining N fourth slave vectors
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Figure 130298DEST_PATH_IMAGE030
、……、
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Each fourth slave vector is obtained according to the slave coordinate points of any two rivet points in the target rivet point pair selected for the first position point, and the N fourth slave vectors can uniquely represent the slave coordinate system;
here, the N fourth slave vectors can uniquely determine the slave coordinate system, and actually can uniquely determine only a local region of the slave coordinate system, and strictly speaking, should be a linear coordinate system having the same dimension as the slave coordinate system.
Step 13032d, according to the third slave vector
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And the N fourth slave vectors
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Figure 55474DEST_PATH_IMAGE030
、……、
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Determining N coefficients
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Figure 533095DEST_PATH_IMAGE033
、……、
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The N coefficients satisfy
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Step 13032e for obtaining the N coefficients
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Figure 292179DEST_PATH_IMAGE037
、……、
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And a base coordinate point in the second riveting point pair, determining a second position point corresponding to the first position point under the base coordinate system, and determining a third base vector formed by the second position point and the base coordinate point in the second riveting point pair
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Satisfy the requirement of
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Wherein
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、……、
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Are respectively
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、……、
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A corresponding fourth basis vector in the basis coordinate system.
The following explains the implementation principle of the above steps 13032a to 13032e by taking a two-dimensional coordinate system as an example:
in practical applications, if the two-dimensional plane is equal-scale, the two-dimensional plane may be expressed by two non-collinear vectors, or two non-collinear vectors may determine an equal-scale two-dimensional plane. But if the planes are not isometric, i.e., non-linear, they cannot be expressed by two non-collinear vectors. Since the scale of the SLAM coordinates is non-uniform and of unknown scale, the relationship between the two coordinate systems cannot be expressed by only two pairs of non-collinear vectors. But it can be assumed that the coordinate system is linear within a certain range, and the smaller this range is taken, the smaller the error brought by this assumption.
Through the above analysis, the coordinate system can be divided into a plurality of regions, and assuming that the scale in the region is uniform, then the relationship of the region in different coordinate systems is expressed by two pairs of non-collinear vectors. In practical application, the coordinate system can be divided into regions through rivet points, then two pairs of non-collinear vectors in the region are determined through 3 rivet point pairs, and then coordinate mapping between different maps is realized through the two vectors.
Still taking fig. 7 as an example, assuming that the left side is the base coordinate system and the right side is the slave coordinate system, there are 5 sets of rivet pairs in fig. 7: (A ', A), (B', B), (C ', C), (E', E), and (F ', F), the point P' being a coordinate point to be converted. Then when converting point P' from the coordinate system to the base coordinate system, the known information is: the coordinates of the points A ' -F ' and the point P ' to be converted in the secondary coordinate system, the coordinates of the points A-F in the primary coordinate system are known. The coordinates of the transformed point P in the base coordinate system need to be solved, and how to solve the coordinates of the point P in the base coordinate system is described below.
First, 3 rivet point pairs satisfying the third condition are selected as the target rivet point pair for the point P ', and as shown in the figure, (a', a), (B ', B), (C', C) are selected as the target rivet point pair, the following formula is obtained:
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i.e. vector
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Passing vector
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Sum vector
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Expressed, it can also be said that the point P' is found in the vector and the vector
Figure 867965DEST_PATH_IMAGE047
The coordinates in the coordinate system of the composition are (a, b).
Then the following formula is corresponded to the slave coordinate system:
Figure 645429DEST_PATH_IMAGE048
at this point A, B, C the coordinates in the base coordinate system are known, and (a, b) are known, so the coordinates of P, i.e. the coordinates in the base coordinate system to which point P' corresponds, can be solved.
Step 13032f, determining an azimuth angle deviation between the slave coordinate system and the base coordinate system according to the riveting point pair set between the slave coordinate system and the base coordinate system, and determining an azimuth angle of the second position point according to the azimuth angle deviation and the azimuth angle of the first position point.
In practical applications, the azimuth deviation between the two coordinate systems is fixed, and the azimuth deviation between two vectors formed by two rivet pairs with the farthest distance in the rivet pair set between the two coordinate systems can be determined as the azimuth deviation between the two coordinate systems. For example, assuming that the distance between the rivet pair (B, B ') and the rivet pair (F, F') is farthest in fig. 7, i.e., the distance between BF is the largest and/or the distance between B 'F' is the largest, two vectors formed by the rivet pairs can be determined
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And
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the azimuth deviation is determined as the slave coordinate system and the base coordinate system in FIG. 7The azimuthal deviation therebetween.
Therefore, in this embodiment, determining the azimuth deviation between the slave coordinate system and the base coordinate system according to the set of riveting point pairs between the slave coordinate system and the base coordinate system may specifically include the following steps:
s21, selecting two riveting point pairs with the farthest distances from the coordinate points from the riveting point pair set between the slave coordinate system and the base coordinate system;
s22, determining the azimuth deviation between a slave vector formed by two slave coordinate points in the two riveting point pairs and a base vector formed by two base coordinate points corresponding to the two slave coordinate points in a base coordinate system;
and S23, determining the azimuth angle deviation as the azimuth angle deviation between the slave coordinate system and the base coordinate system.
The above steps 13032a to 12032f are specific refinements of step 10032 shown in fig. 10.
The above steps 13031 to 12032f are specific refinements of step 903 shown in fig. 9.
In this embodiment, the second position information includes a second position point and an azimuth angle indicating a heading of the robot at the second position point.
In this embodiment, after the coordinates of the second position point and the azimuth angle of the second position point are determined, the coordinates of the second position point and the azimuth angle of the second position point are determined as second position information of the robot in the base coordinate system.
And 1304, autonomously driving according to the third driving path information and the second position information.
As can be seen from the method shown in fig. 13, in this embodiment, after receiving the third travel path information of the robot under the base coordinate system, which is determined by the scheduling platform, the robot converts the first position information into the corresponding second position information under the base coordinate system by using the target rivet pair selected from the rivet pair set between the coordinate system and the base coordinate system, which is adopted by the robot and is configured in advance, so as to autonomously travel according to the third travel path information and the second position information. In addition, in the embodiment, the second coordinate point of each first coordinate point in the slave coordinate system is solved by using the consistency of the expression of the vectors in a certain area between the base coordinate system and the slave coordinate system, so that the accurate conversion of the coordinates between the nonlinear coordinate systems can be realized. In the embodiment, coordinate unification is realized by performing coordinate transformation on the set by using the riveting point between the coordinate system and the base coordinate system, and compared with the existing method for unifying coordinates only by rotating and translating, the method has higher precision, so that the safety of mixed operation of different types of robots in the same work site can be improved.
An embodiment of the present invention further provides a device for multi-robot mixing, where the device is applied to a scheduling platform, as shown in fig. 14, and the device includes: a processor 1401, and a non-transitory computer-readable storage medium 1402 connected to the processor 1401 via a bus;
the non-transitory computer readable storage medium 1402 storing one or more computer programs executable by the processor 1401; the processor 1401 when executing the one or more computer programs realizes the following steps:
determining first running path information of the robot under the base mark system;
determining a slave coordinate system adopted by the robot for autonomous positioning;
determining second traveling path information under the slave coordinate system corresponding to the first traveling path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and sending the second running path information to the robot so that the robot runs according to the second running path information.
In the device shown in figure 14 of the drawings,
the robot travels according to the second travel path information, including:
and the robot autonomously travels according to the second travel path information and the position information of the robot under the slave coordinate system.
In the device shown in figure 14 of the drawings,
the first travel path information includes at least one first coordinate point on a first travel path of the robot;
the processor 1401 determines second travel route information in the slave coordinate system corresponding to the first travel route information, using a set of rivet point pairs between a base coordinate system and the slave coordinate system, which are arranged in advance, and includes:
selecting a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot in a rivet point pair set between a base coordinate system and the slave coordinate system;
converting the first coordinate points into corresponding second coordinate points under the slave coordinate system according to the target rivet point pairs selected for each first coordinate point included in the first travel path information of the robot;
and determining a second coordinate point set consisting of second coordinate points under the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
In the device shown in figure 14 of the drawings,
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the processor 1401, in a set of rivet point pairs between a base coordinate system and the slave coordinate system, selects a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot, and includes:
selecting N +1 riveting point pairs satisfying a first condition from a set of riveting point pairs between a base coordinate system and the slave coordinate system, and determining the N +1 riveting point pairs as target riveting point pairs selected by the first coordinate point;
wherein N is the number of dimensions of the base coordinate system; the first condition is: the base coordinate point in the N +1 rivet point pairs can uniquely determine a linear coordinate system having the same dimension as the base coordinate system.
In the device shown in figure 14 of the drawings,
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the processor 1401, in a set of rivet point pairs between a base coordinate system and the slave coordinate system, selects a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot, and includes:
selecting N +1 rivet point pairs satisfying a first condition and a second condition from a set of rivet point pairs between a base coordinate system and the slave coordinate system, and determining the N +1 rivet point pairs as a target rivet point pair selected by the first coordinate point;
wherein N is the number of dimensions of the base coordinate system; the first condition is: the base coordinate point in the N +1 riveting point pairs can uniquely determine a linear coordinate system with the same dimensionality as the base coordinate system;
the second condition includes at least one of the following conditions: the base coordinate point in the N +1 riveting point pairs is the nearest N +1 base coordinate points from the first coordinate point, the first coordinate point is located in a space range defined by the base coordinate points in the N +1 riveting point pairs, the distance between the base coordinate points in the N +1 riveting point pairs is not smaller than a preset distance threshold, and the included angle between the base coordinate point connecting lines in the N +1 riveting point pairs is not smaller than a preset angle threshold.
In the device shown in figure 14 of the drawings,
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the processor 1401, which converts each first coordinate point included in the first travel path information of the robot into a corresponding second coordinate point in the slave coordinate system according to a target rivet pair selected for the first coordinate point, includes:
for each first coordinate point, selecting a first riveting point pair from the target riveting point pair selected for the first coordinate point;
determining a first base vector formed by the first coordinate point and the base coordinate point in the first rivet point pair
Figure 516106DEST_PATH_IMAGE003
Determining N second basis vectors
Figure 148075DEST_PATH_IMAGE004
Figure 737320DEST_PATH_IMAGE005
、……、
Figure 218854DEST_PATH_IMAGE006
Each second basis vector is obtained according to the basis coordinate points of any two riveting point pairs in the target riveting point pair selected for the first coordinate point, and the N second basis vectors can uniquely represent a basis coordinate system;
according to the first base vector
Figure 614064DEST_PATH_IMAGE051
And the N second basis vectors
Figure 100540DEST_PATH_IMAGE004
Figure 126264DEST_PATH_IMAGE005
、……、
Figure 330981DEST_PATH_IMAGE006
Determining N coefficients
Figure 703450DEST_PATH_IMAGE052
Figure 310012DEST_PATH_IMAGE053
、……、
Figure 506638DEST_PATH_IMAGE054
The N coefficients satisfy
Figure 933071DEST_PATH_IMAGE010
According to the N coefficients
Figure 309563DEST_PATH_IMAGE055
Figure 770632DEST_PATH_IMAGE012
、……、
Figure 872580DEST_PATH_IMAGE009
And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
Figure 553353DEST_PATH_IMAGE056
Satisfy the requirement of
Figure 31739DEST_PATH_IMAGE014
Wherein
Figure 284997DEST_PATH_IMAGE015
Figure 321961DEST_PATH_IMAGE016
、……、
Figure 722987DEST_PATH_IMAGE017
Are respectively
Figure 5063DEST_PATH_IMAGE004
Figure 440724DEST_PATH_IMAGE005
、……、
Figure 385939DEST_PATH_IMAGE006
And the corresponding second slave vector in the slave coordinate system.
In the device shown in figure 14 of the drawings,
the first travel path information further comprises an azimuth angle used for indicating the heading of the robot at the first coordinate point;
the second driving path information further comprises an azimuth angle used for indicating the heading of the robot at a second coordinate point;
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the processor 1401, which converts each first coordinate point on the first travel path of the robot into a corresponding second coordinate point in the slave coordinate system according to a target rivet pair selected for the first coordinate point, includes:
for each first coordinate point, selecting a first riveting point pair from the target riveting point pair selected for the first coordinate point;
determining a first base vector formed by the first coordinate point and the base coordinate point in the first rivet point pair
Figure 602157DEST_PATH_IMAGE003
Determining N second basis vectors
Figure 422346DEST_PATH_IMAGE004
Figure 712513DEST_PATH_IMAGE005
、……、
Figure 327165DEST_PATH_IMAGE006
Each second basis vector is obtained according to the basis coordinate points of any two riveting point pairs in the target riveting point pair selected for the first coordinate point, and the N second basis vectors can uniquely represent a basis coordinate system;
according to the first base vector
Figure 765099DEST_PATH_IMAGE051
And the N second basis vectors
Figure 887514DEST_PATH_IMAGE004
Figure 32187DEST_PATH_IMAGE005
、……、
Figure 145637DEST_PATH_IMAGE006
Determining N coefficients
Figure 8551DEST_PATH_IMAGE007
Figure 170542DEST_PATH_IMAGE012
、……、
Figure 948485DEST_PATH_IMAGE009
The N coefficients satisfy
Figure 170519DEST_PATH_IMAGE010
According to the N coefficients
Figure 317466DEST_PATH_IMAGE055
Figure 283148DEST_PATH_IMAGE057
、……、
Figure 402414DEST_PATH_IMAGE025
And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
Figure 293884DEST_PATH_IMAGE056
Satisfy the requirement of
Figure 131390DEST_PATH_IMAGE014
Wherein
Figure 635184DEST_PATH_IMAGE015
Figure 671273DEST_PATH_IMAGE016
、……、
Figure 235109DEST_PATH_IMAGE017
Are respectively
Figure 795797DEST_PATH_IMAGE004
Figure 103282DEST_PATH_IMAGE005
、……、
Figure 400402DEST_PATH_IMAGE006
And the corresponding second slave vector in the slave coordinate system.
And determining the azimuth angle deviation between the base coordinate system and the slave coordinate system according to the riveting point pair set, and determining the azimuth angle of the second coordinate point according to the angle deviation and the azimuth angle of the first coordinate point.
In the device shown in figure 14 of the drawings,
the processor 1401, according to the set of riveting point pairs, determines an azimuth deviation between the base coordinate system and the slave coordinate system, and includes:
selecting two riveting point pairs with the farthest distance between the base coordinate points from the riveting point pair set;
determining the azimuth deviation between a base vector formed by two base coordinate points in the two riveting point pairs and a slave vector formed by two slave coordinate points under a slave coordinate system corresponding to the two base coordinate points;
the azimuth deviation is determined as the azimuth deviation between the base coordinate system and the slave coordinate system.
Another apparatus for multi-robot mixing is provided in an embodiment of the present invention, where the apparatus is applied to a robot, as shown in fig. 15, and the apparatus includes: a processor 1501, and a non-transitory computer readable storage medium 1502 connected to the processor 1501 through a bus;
the non-transitory computer readable storage medium 1502 storing one or more computer programs executable by the processor 1501; the processor 1501, when executing the one or more computer programs, performs the steps of:
receiving third traveling path information of the robot under the base mark system, which is sent by a dispatching platform;
determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
determining second position information under the base coordinate system corresponding to the first position information by utilizing a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and autonomously driving according to the third driving path information and the second position information.
In the arrangement shown in figure 15 of the drawings,
the first location information comprises a first location point;
the processor 1501 determines second position information in the base coordinate system corresponding to the first position information by using a preset set of riveting point pairs between the slave coordinate system and the base coordinate system, and includes:
selecting a target riveting point pair for coordinate conversion for a first position point in the first position information in the riveting point pair set between the slave coordinate system and the base coordinate system;
and converting the first position point into a corresponding second position point under the base coordinate system according to the selected target riveting point pair for the first position point.
In the arrangement shown in figure 15 of the drawings,
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
the processor 1501, in the set of rivet point pairs between the slave coordinate system and the base coordinate system, selects a target rivet point pair for coordinate transformation for a first position point in the first position information, and includes:
selecting N +1 riveting point pairs satisfying a third condition from the set of riveting point pairs between the coordinate system and the base coordinate system, and determining the N +1 riveting point pairs as a target riveting point pair selected by the first position point;
wherein N is the number of dimensions of the slave coordinate system; the third condition is: the slave coordinate points in the N +1 rivet point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system.
In the arrangement shown in figure 15 of the drawings,
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
the processor 1501, in the set of rivet point pairs between the slave coordinate system and the base coordinate system, selects a target rivet point pair for coordinate transformation for a first position point of the first position information, and includes:
selecting N +1 rivet point pairs satisfying a third condition and a fourth condition from the rivet point pair set between the coordinate system and the base coordinate system, and determining the N +1 rivet point pairs as a target rivet point pair selected by the first position point;
wherein N is the number of dimensions of the slave coordinate system; the third condition is: the slave coordinate point in the N +1 riveting point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system;
the fourth condition includes at least one of the following conditions: the secondary coordinate points in the N +1 riveting point pairs are the N +1 secondary coordinate points closest to the first position point, the first position point is located in a space range defined by the secondary coordinate points in the N +1 riveting point pairs, the distance between the secondary coordinate points in the N +1 riveting point pairs is not smaller than a preset distance threshold, and the included angle between connecting lines of the secondary coordinate points in the N +1 riveting point pairs is not smaller than a preset angle threshold.
In the arrangement shown in figure 15 of the drawings,
the first location information further comprises an azimuth angle indicating a heading of the robot at the first location point;
the second location information further comprises an azimuth angle indicating the heading of the robot at the second location point;
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
the processor 1501, based on the selected target rivet pair for the first location point, converts the first location point to a corresponding second location point in the base coordinate system, including:
selecting a second rivet point pair from the target rivet point pair selected for the first position point;
determining a third slave vector formed by the first position point and a slave coordinate point in the second rivet point pair
Figure 197457DEST_PATH_IMAGE028
Determining N fourth slave vectors
Figure 540713DEST_PATH_IMAGE029
Figure 884845DEST_PATH_IMAGE030
、……、
Figure 833209DEST_PATH_IMAGE031
Each fourth slave vector is obtained according to the slave coordinate points of any two rivet points in the target rivet point pair selected for the first position point, and the N fourth slave vectors can uniquely represent the slave coordinate system;
according to the third slave vector
Figure 801165DEST_PATH_IMAGE028
And the N fourth slave vectors
Figure 834980DEST_PATH_IMAGE029
Figure 687530DEST_PATH_IMAGE030
、……、
Figure 818297DEST_PATH_IMAGE031
Determining N coefficients
Figure 193040DEST_PATH_IMAGE058
Figure 651834DEST_PATH_IMAGE059
、……、
Figure 104812DEST_PATH_IMAGE060
The N coefficients satisfy
Figure 824506DEST_PATH_IMAGE061
According to the N coefficients
Figure 134265DEST_PATH_IMAGE062
Figure 578891DEST_PATH_IMAGE063
、……、
Figure 366718DEST_PATH_IMAGE064
And a base coordinate point in the second riveting point pair, determining a second position point corresponding to the first position point under the base coordinate system, and determining a third base vector formed by the second position point and the base coordinate point in the second riveting point pair
Figure 347444DEST_PATH_IMAGE038
Satisfy the requirement of
Figure 828103DEST_PATH_IMAGE039
Wherein
Figure 323807DEST_PATH_IMAGE040
Figure 151211DEST_PATH_IMAGE041
、……、
Figure 111077DEST_PATH_IMAGE042
Are respectively
Figure 903583DEST_PATH_IMAGE029
Figure 621003DEST_PATH_IMAGE030
、……、
Figure 953896DEST_PATH_IMAGE031
A corresponding fourth base vector under the base coordinate system;
and determining the azimuth angle deviation between the slave coordinate system and the base coordinate system according to the riveting point pair set, and determining the azimuth angle of the second position point according to the azimuth angle deviation and the azimuth angle of the first position point.
In the arrangement shown in figure 15 of the drawings,
the processor 1501 determines an azimuth deviation between the slave coordinate system and the base coordinate system according to the set of rivet point pairs, including:
selecting two riveting point pairs with the farthest distances from the coordinate points from the riveting point pair set between the slave coordinate system and the base coordinate system;
determining an azimuth deviation between a slave vector formed by two slave coordinate points in the two riveting point pairs and a base vector formed by two base coordinate points under a base coordinate system corresponding to the two slave coordinate points;
the azimuth deviation is determined as the azimuth deviation between the slave coordinate system and the base coordinate system.
Embodiments of the present invention also provide a non-transitory computer readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the steps in the method for multi-robot mixing as shown in any one of the flowcharts of fig. 1 to 6, or the steps in the method for multi-robot mixing as shown in any one of the flowcharts of fig. 8 to 13.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.

Claims (17)

1. A method for multi-robot mixing is applied to a scheduling platform, and is characterized by comprising the following steps:
determining first running path information of the robot under the base mark system;
determining a slave coordinate system adopted by the robot for autonomous positioning;
determining second traveling path information under the slave coordinate system corresponding to the first traveling path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and sending the second running path information to the robot so that the robot runs according to the second running path information.
2. The method of claim 1,
the robot travels according to the second travel path information, including:
and the robot autonomously travels according to the second travel path information and the position information of the robot under the slave coordinate system.
3. The method of claim 1,
the first travel path information includes at least one first coordinate point on a first travel path of the robot;
the method for determining the second travel path information under the slave coordinate system corresponding to the first travel path information by using a preset rivet point pair set between a base coordinate system and the slave coordinate system comprises the following steps:
selecting a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot in a rivet point pair set between a base coordinate system and the slave coordinate system;
converting the first coordinate points into corresponding second coordinate points under the slave coordinate system according to the target rivet point pairs selected for each first coordinate point included in the first travel path information of the robot;
and determining a second coordinate point set consisting of second coordinate points under the slave coordinate system corresponding to each first coordinate point included in the first travel path information of the robot as second travel path information.
4. The method of claim 3,
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the selecting, in the set of rivet point pairs between the base coordinate system and the slave coordinate system, a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot includes:
selecting N +1 riveting point pairs satisfying a first condition from a set of riveting point pairs between a base coordinate system and the slave coordinate system, and determining the N +1 riveting point pairs as target riveting point pairs selected by the first coordinate point;
wherein N is the number of dimensions of the base coordinate system; the first condition is: the base coordinate point in the N +1 rivet point pairs can uniquely determine a linear coordinate system having the same dimension as the base coordinate system.
5. The method of claim 3,
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
the selecting, in the set of rivet point pairs between the base coordinate system and the slave coordinate system, a target rivet point pair for coordinate conversion for each first coordinate point included in the first travel path information of the robot includes:
selecting N +1 rivet point pairs satisfying a first condition and a second condition from a set of rivet point pairs between a base coordinate system and the slave coordinate system, and determining the N +1 rivet point pairs as a target rivet point pair selected by the first coordinate point;
wherein N is the number of dimensions of the base coordinate system; the first condition is: the base coordinate point in the N +1 riveting point pairs can uniquely determine a linear coordinate system with the same dimensionality as the base coordinate system;
the second condition includes at least one of the following conditions: the base coordinate point in the N +1 riveting point pairs is the nearest N +1 base coordinate points from the first coordinate point, the first coordinate point is located in a space range defined by the base coordinate points in the N +1 riveting point pairs, the distance between the base coordinate points in the N +1 riveting point pairs is not smaller than a preset distance threshold, and the included angle between the base coordinate point connecting lines in the N +1 riveting point pairs is not smaller than a preset angle threshold.
6. The method of claim 3, wherein any rivet point pair in the set of rivet point pairs comprises a base coordinate point in a base coordinate system and a slave coordinate point in the slave coordinate system corresponding to the base coordinate point;
converting the first coordinate points into corresponding second coordinate points under the slave coordinate system according to the selected target rivet pair for each first coordinate point included in the first travel path information of the robot, including:
for each first coordinate point, selecting a first riveting point pair from the target riveting point pair selected for the first coordinate point;
determining a first base vector formed by the first coordinate point and the base coordinate point in the first rivet point pair
Figure 383708DEST_PATH_IMAGE001
Determining N second basis vectors
Figure 349390DEST_PATH_IMAGE002
Figure 468656DEST_PATH_IMAGE003
、……、
Figure 923908DEST_PATH_IMAGE004
Each second basis vector is obtained according to the basis coordinate points of any two riveting point pairs in the target riveting point pair selected for the first coordinate point, and the N second basis vectors can uniquely represent a basis coordinate system;
according to the first base vector
Figure 985581DEST_PATH_IMAGE005
And the N second basis vectors
Figure 489375DEST_PATH_IMAGE002
Figure 791043DEST_PATH_IMAGE003
、……、
Figure 354879DEST_PATH_IMAGE004
Determining N coefficients
Figure 476419DEST_PATH_IMAGE006
Figure 783904DEST_PATH_IMAGE007
、……、
Figure 376297DEST_PATH_IMAGE008
The N coefficients satisfy
Figure 173352DEST_PATH_IMAGE009
According to the N coefficients
Figure 719871DEST_PATH_IMAGE010
Figure 627784DEST_PATH_IMAGE007
、……、
Figure 576148DEST_PATH_IMAGE008
And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
Figure 481787DEST_PATH_IMAGE011
Satisfy the requirement of
Figure 577919DEST_PATH_IMAGE012
Wherein
Figure 728671DEST_PATH_IMAGE013
Figure 593859DEST_PATH_IMAGE014
、……、
Figure 670400DEST_PATH_IMAGE015
Are respectively
Figure 253828DEST_PATH_IMAGE002
Figure 706806DEST_PATH_IMAGE003
、……、
Figure 364183DEST_PATH_IMAGE004
And the corresponding second slave vector in the slave coordinate system.
7. The method of claim 3,
the first travel path information further comprises an azimuth angle used for indicating the heading of the robot at the first coordinate point;
the second driving path information further comprises an azimuth angle used for indicating the heading of the robot at a second coordinate point;
any riveting point pair in the riveting point pair set comprises a base coordinate point under a base coordinate system and a slave coordinate point under the slave coordinate system corresponding to the base coordinate point;
converting each first coordinate point on the first travel path of the robot into a corresponding second coordinate point under the slave coordinate system according to the selected target rivet point pair, comprising:
for each first coordinate point, selecting a first riveting point pair from the target riveting point pair selected for the first coordinate point;
determining a first base vector formed by the first coordinate point and the base coordinate point in the first rivet point pair
Figure 110160DEST_PATH_IMAGE001
Determining N second basis vectors
Figure 180884DEST_PATH_IMAGE002
Figure 171974DEST_PATH_IMAGE003
、……、
Figure 11754DEST_PATH_IMAGE004
Each second basis vector is obtained according to the basis coordinate points of any two riveting point pairs in the target riveting point pair selected for the first coordinate point, and the N second basis vectors can uniquely represent a basis coordinate system;
according to the first base vector
Figure 430097DEST_PATH_IMAGE005
And the N second basis vectors
Figure 925800DEST_PATH_IMAGE002
Figure 517319DEST_PATH_IMAGE003
、……、
Figure 650753DEST_PATH_IMAGE004
Determining N coefficients
Figure 567894DEST_PATH_IMAGE016
Figure 285314DEST_PATH_IMAGE017
、……、
Figure 680523DEST_PATH_IMAGE018
The N coefficients satisfy
Figure 432579DEST_PATH_IMAGE009
According to the N coefficients
Figure 192724DEST_PATH_IMAGE019
Figure 459757DEST_PATH_IMAGE017
、……、
Figure 94876DEST_PATH_IMAGE018
And a slave coordinate point in the first riveting point pair, and determining a second coordinate point corresponding to the first coordinate point in the slave coordinate system, wherein the second coordinate point and a first slave vector formed by the slave coordinate point in the first riveting point pair
Figure 763755DEST_PATH_IMAGE011
Satisfy the requirement of
Figure 133949DEST_PATH_IMAGE012
Wherein
Figure 153858DEST_PATH_IMAGE013
Figure 828553DEST_PATH_IMAGE014
、……、
Figure 351938DEST_PATH_IMAGE015
Are respectively
Figure 904753DEST_PATH_IMAGE002
Figure 146379DEST_PATH_IMAGE003
、……、
Figure 687081DEST_PATH_IMAGE004
A corresponding second slave vector in the slave coordinate system;
and determining the azimuth angle deviation between the base coordinate system and the slave coordinate system according to the riveting point pair set, and determining the azimuth angle of the second coordinate point according to the angle deviation and the azimuth angle of the first coordinate point.
8. The method of claim 7,
determining an azimuth deviation between a base coordinate system and the slave coordinate system according to the set of riveting point pairs, comprising:
selecting two riveting point pairs with the farthest distance between the base coordinate points from the riveting point pair set;
determining the azimuth deviation between a base vector formed by two base coordinate points in the two riveting point pairs and a slave vector formed by two slave coordinate points under a slave coordinate system corresponding to the two base coordinate points;
the azimuth deviation is determined as the azimuth deviation between the base coordinate system and the slave coordinate system.
9. A method for multi-robot mixing is applied to a robot, and is characterized by comprising the following steps:
receiving third traveling path information of the robot under the base mark system, which is sent by a dispatching platform;
determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
determining second position information under the base coordinate system corresponding to the first position information by utilizing a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and autonomously driving according to the third driving path information and the second position information.
10. The method of claim 9,
the first location information comprises a first location point;
determining second position information under the base coordinate system corresponding to the first position information by using a preset riveting point pair set between the slave coordinate system and the base coordinate system, wherein the second position information comprises:
selecting a target riveting point pair for coordinate conversion for a first position point in the first position information in the riveting point pair set between the slave coordinate system and the base coordinate system;
and converting the first position point into a corresponding second position point under the base coordinate system according to the selected target riveting point pair for the first position point.
11. The method of claim 10,
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
in the set of rivet point pairs between the slave coordinate system and the base coordinate system, selecting a target rivet point pair for coordinate transformation for a first position point in the first position information, includes:
selecting N +1 riveting point pairs satisfying a third condition from the set of riveting point pairs between the coordinate system and the base coordinate system, and determining the N +1 riveting point pairs as a target riveting point pair selected by the first position point;
wherein N is the number of dimensions of the slave coordinate system; the third condition is: the slave coordinate points in the N +1 rivet point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system.
12. The method of claim 10,
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
in the set of rivet point pairs between the slave coordinate system and the base coordinate system, selecting a target rivet point pair for coordinate transformation for a first position point of the first position information, includes:
selecting N +1 rivet point pairs satisfying a third condition and a fourth condition from the rivet point pair set between the coordinate system and the base coordinate system, and determining the N +1 rivet point pairs as a target rivet point pair selected by the first position point;
wherein N is the number of dimensions of the slave coordinate system; the third condition is: the slave coordinate point in the N +1 riveting point pairs can uniquely determine a linear coordinate system with the same dimension as the slave coordinate system;
the fourth condition includes at least one of the following conditions: the secondary coordinate points in the N +1 riveting point pairs are the N +1 secondary coordinate points closest to the first position point, the first position point is located in a space range defined by the secondary coordinate points in the N +1 riveting point pairs, the distance between the secondary coordinate points in the N +1 riveting point pairs is not smaller than a preset distance threshold, and the included angle between connecting lines of the secondary coordinate points in the N +1 riveting point pairs is not smaller than a preset angle threshold.
13. The method of claim 9,
the first location information further comprises an azimuth angle indicating a heading of the robot at the first location point;
the second location information further comprises an azimuth angle indicating the heading of the robot at the second location point;
any riveting point pair in the riveting point pair set comprises a slave coordinate point in the slave coordinate system and a base coordinate point in the base coordinate system corresponding to the slave coordinate point;
converting the first location point to a corresponding second location point in the base coordinate system according to the selected target rivet pair for the first location point, comprising:
selecting a second rivet point pair from the target rivet point pair selected for the first position point;
determining a third slave vector formed by the first position point and a slave coordinate point in the second rivet point pair
Figure 940339DEST_PATH_IMAGE020
Determining N fourth slave vectors
Figure 275506DEST_PATH_IMAGE021
Figure 270006DEST_PATH_IMAGE022
、……、
Figure 348821DEST_PATH_IMAGE023
Each fourth slave vector is obtained according to the slave coordinate points of any two rivet points in the target rivet point pair selected for the first position point, and the N fourth slave vectors can uniquely represent the slave coordinate system;
according to the third slave vector
Figure 283017DEST_PATH_IMAGE020
And the N fourth slave vectors
Figure 54664DEST_PATH_IMAGE021
Figure 942985DEST_PATH_IMAGE022
、……、
Figure 763174DEST_PATH_IMAGE023
Determining N coefficients
Figure 115658DEST_PATH_IMAGE024
Figure 995889DEST_PATH_IMAGE025
、……、
Figure 433823DEST_PATH_IMAGE026
The N coefficients satisfy
Figure 293588DEST_PATH_IMAGE027
According to the N coefficients
Figure 703841DEST_PATH_IMAGE028
Figure 754974DEST_PATH_IMAGE025
、……、
Figure 680204DEST_PATH_IMAGE026
And a base coordinate point in the second riveting point pair, determining a second position point corresponding to the first position point under the base coordinate system, and determining a third base vector formed by the second position point and the base coordinate point in the second riveting point pair
Figure 842196DEST_PATH_IMAGE029
Satisfy the requirement of
Figure 339911DEST_PATH_IMAGE030
Wherein
Figure 624261DEST_PATH_IMAGE031
Figure 974471DEST_PATH_IMAGE032
、……、
Figure 940153DEST_PATH_IMAGE033
Are respectively
Figure 121736DEST_PATH_IMAGE021
Figure 249092DEST_PATH_IMAGE022
、……、
Figure 588063DEST_PATH_IMAGE023
A corresponding fourth base vector under the base coordinate system;
and determining the azimuth angle deviation between the slave coordinate system and the base coordinate system according to the riveting point pair set, and determining the azimuth angle of the second position point according to the azimuth angle deviation and the azimuth angle of the first position point.
14. The method of claim 13,
determining an azimuth deviation between the slave coordinate system and the base coordinate system according to the set of riveting point pairs, including:
selecting two riveting point pairs with the farthest distances from the coordinate points from the riveting point pair set between the slave coordinate system and the base coordinate system;
determining an azimuth deviation between a slave vector formed by two slave coordinate points in the two riveting point pairs and a base vector formed by two base coordinate points under a base coordinate system corresponding to the two slave coordinate points;
the azimuth deviation is determined as the azimuth deviation between the slave coordinate system and the base coordinate system.
15. A device for multi-robot mixing is applied to a dispatching platform and is characterized by comprising: a processor, and a non-transitory computer readable storage medium connected to the processor by a bus;
the non-transitory computer readable storage medium storing one or more computer programs executable by the processor; the processor, when executing the one or more computer programs, implements the steps of:
determining first running path information of the robot under a base coordinate system;
determining a slave coordinate system adopted by the robot for autonomous positioning;
determining second traveling path information under the slave coordinate system corresponding to the first traveling path information by using a preset riveting point pair set between the base coordinate system and the slave coordinate system;
and sending the second running path information to the robot so that the robot runs according to the second running path information.
16. A device for multi-robot mixed traveling is applied to a robot, and is characterized by comprising: a processor, and a non-transitory computer readable storage medium connected to the processor by a bus;
the non-transitory computer readable storage medium storing one or more computer programs executable by the processor; the processor, when executing the one or more computer programs, implements the steps of:
receiving third traveling path information of the robot under the base coordinate system, which is sent by a dispatching platform;
determining first position information of the robot under a slave coordinate system adopted by the robot for autonomous positioning;
determining second position information under the base coordinate system corresponding to the first position information by utilizing a preset riveting point pair set between the slave coordinate system and the base coordinate system;
and autonomously driving according to the third driving path information and the second position information.
17. A non-transitory computer readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the steps in the method for multi-robot mixing of rows of any one of claims 1 to 8 or the steps in the method for multi-robot mixing of rows of any one of claims 9 to 14.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113625714A (en) * 2021-08-11 2021-11-09 重庆大学 Automatic driving motion planning method based on parallel solution
WO2022068926A1 (en) * 2020-09-30 2022-04-07 杭州海康机器人技术有限公司 Method and apparatus for realizing simultaneous movement of multiple robots, and storage medium

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102581849A (en) * 2012-01-05 2012-07-18 东南大学 Method for planning trajectories of industrial robot based on NC (numerical control) codes
CN106909149A (en) * 2017-03-14 2017-06-30 深圳蓝因机器人科技有限公司 A kind of method and device of depth camera avoidance
CN107727026A (en) * 2017-10-18 2018-02-23 北方工业大学 Calibration method of workpiece coordinate system for cooperative work of duplex robot
KR20180067724A (en) * 2011-01-28 2018-06-20 인터치 테크놀로지스 인코퍼레이티드 Interfacing with a mobile telepresence robot
CN108534789A (en) * 2017-12-27 2018-09-14 达闼科技(北京)有限公司 A kind of multipath elements of a fix unified approach, electronic equipment and readable storage medium storing program for executing
CN109062416A (en) * 2018-08-29 2018-12-21 广州视源电子科技股份有限公司 The state transition method and device of map
CN109753510A (en) * 2019-01-11 2019-05-14 深圳市网心科技有限公司 A kind of acquisition methods of target data, system, electronic equipment and storage medium
CN109938842A (en) * 2019-04-18 2019-06-28 王小丽 Facial surgical placement air navigation aid and device
CN110268225A (en) * 2019-05-09 2019-09-20 珊口(深圳)智能科技有限公司 The method of positioning device, server-side and mobile robot on map
CN110377015A (en) * 2018-04-13 2019-10-25 北京三快在线科技有限公司 Robot localization method and robotic positioning device
CN110682289A (en) * 2019-10-08 2020-01-14 华中科技大学 Automatic calibration method for curved surface workpiece coordinate system based on industrial robot
CN110887483A (en) * 2018-09-07 2020-03-17 深圳市优必选科技有限公司 Robot, navigation method and storage device
CN110928320A (en) * 2020-02-10 2020-03-27 上海高仙自动化科技发展有限公司 Path generation method and generation device, intelligent robot and storage medium
CN111055287A (en) * 2020-01-13 2020-04-24 广州启帆工业机器人有限公司 Method, system, device and storage medium for double-robot cooperation synchronization
CN111275730A (en) * 2020-01-13 2020-06-12 平安国际智慧城市科技股份有限公司 Method, device and equipment for determining map area and storage medium
CN111457923A (en) * 2019-01-22 2020-07-28 北京京东尚科信息技术有限公司 Path planning method, device and storage medium
CN111467799A (en) * 2020-04-22 2020-07-31 网易(杭州)网络有限公司 Coordinate conversion method and device, electronic equipment and storage medium
CN111583136A (en) * 2020-04-25 2020-08-25 华南理工大学 Method for simultaneously positioning and establishing image of autonomous mobile platform in rescue scene

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5018458B2 (en) * 2007-12-25 2012-09-05 トヨタ自動車株式会社 Coordinate correction method, coordinate correction program, and autonomous mobile robot
CN110794826B (en) * 2019-09-24 2023-10-20 北京旷视机器人技术有限公司 Hybrid navigation method and device, communication method and device, equipment and storage medium
CN110757454B (en) * 2019-10-12 2022-08-16 广州中国科学院先进技术研究所 Path planning method and device for cooperative rotation of double robots
CN112162559B (en) * 2020-09-30 2021-10-15 杭州海康机器人技术有限公司 Method, device and storage medium for multi-robot mixing

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20180067724A (en) * 2011-01-28 2018-06-20 인터치 테크놀로지스 인코퍼레이티드 Interfacing with a mobile telepresence robot
CN102581849A (en) * 2012-01-05 2012-07-18 东南大学 Method for planning trajectories of industrial robot based on NC (numerical control) codes
CN106909149A (en) * 2017-03-14 2017-06-30 深圳蓝因机器人科技有限公司 A kind of method and device of depth camera avoidance
CN107727026A (en) * 2017-10-18 2018-02-23 北方工业大学 Calibration method of workpiece coordinate system for cooperative work of duplex robot
CN108534789A (en) * 2017-12-27 2018-09-14 达闼科技(北京)有限公司 A kind of multipath elements of a fix unified approach, electronic equipment and readable storage medium storing program for executing
CN110377015A (en) * 2018-04-13 2019-10-25 北京三快在线科技有限公司 Robot localization method and robotic positioning device
CN109062416A (en) * 2018-08-29 2018-12-21 广州视源电子科技股份有限公司 The state transition method and device of map
CN110887483A (en) * 2018-09-07 2020-03-17 深圳市优必选科技有限公司 Robot, navigation method and storage device
CN109753510A (en) * 2019-01-11 2019-05-14 深圳市网心科技有限公司 A kind of acquisition methods of target data, system, electronic equipment and storage medium
CN111457923A (en) * 2019-01-22 2020-07-28 北京京东尚科信息技术有限公司 Path planning method, device and storage medium
CN109938842A (en) * 2019-04-18 2019-06-28 王小丽 Facial surgical placement air navigation aid and device
CN110268225A (en) * 2019-05-09 2019-09-20 珊口(深圳)智能科技有限公司 The method of positioning device, server-side and mobile robot on map
CN110682289A (en) * 2019-10-08 2020-01-14 华中科技大学 Automatic calibration method for curved surface workpiece coordinate system based on industrial robot
CN111055287A (en) * 2020-01-13 2020-04-24 广州启帆工业机器人有限公司 Method, system, device and storage medium for double-robot cooperation synchronization
CN111275730A (en) * 2020-01-13 2020-06-12 平安国际智慧城市科技股份有限公司 Method, device and equipment for determining map area and storage medium
CN110928320A (en) * 2020-02-10 2020-03-27 上海高仙自动化科技发展有限公司 Path generation method and generation device, intelligent robot and storage medium
CN111467799A (en) * 2020-04-22 2020-07-31 网易(杭州)网络有限公司 Coordinate conversion method and device, electronic equipment and storage medium
CN111583136A (en) * 2020-04-25 2020-08-25 华南理工大学 Method for simultaneously positioning and establishing image of autonomous mobile platform in rescue scene

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022068926A1 (en) * 2020-09-30 2022-04-07 杭州海康机器人技术有限公司 Method and apparatus for realizing simultaneous movement of multiple robots, and storage medium
CN113625714A (en) * 2021-08-11 2021-11-09 重庆大学 Automatic driving motion planning method based on parallel solution
CN113625714B (en) * 2021-08-11 2024-03-15 重庆大学 Automatic driving movement planning method based on parallel solving

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