CN112656326A - Floor sweeping robot system and control method thereof - Google Patents
Floor sweeping robot system and control method thereof Download PDFInfo
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- CN112656326A CN112656326A CN202011497992.5A CN202011497992A CN112656326A CN 112656326 A CN112656326 A CN 112656326A CN 202011497992 A CN202011497992 A CN 202011497992A CN 112656326 A CN112656326 A CN 112656326A
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- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
- A47L11/00—Machines for cleaning floors, carpets, furniture, walls, or wall coverings
- A47L11/24—Floor-sweeping machines, motor-driven
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- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
- A47L11/00—Machines for cleaning floors, carpets, furniture, walls, or wall coverings
- A47L11/40—Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
- A47L11/4011—Regulation of the cleaning machine by electric means; Control systems and remote control systems therefor
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- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
- A47L11/00—Machines for cleaning floors, carpets, furniture, walls, or wall coverings
- A47L11/40—Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
- A47L11/4061—Steering means; Means for avoiding obstacles; Details related to the place where the driver is accommodated
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Abstract
The invention discloses a sweeping robot system and a control method thereof, wherein the sweeping robot system comprises a sweeping robot, a position acquisition module of an area to be swept, a position acquisition module of the sweeping robot and a walking direction determination module; the cleaning area position acquisition module is used for acquiring the position of the cleaning area in the whole cleaning area; the sweeping robot position acquisition module is used for acquiring the position of the sweeping robot in the whole sweeping area; the walking direction determining module is used for calculating the direction data of the sweeping robot walking towards the area needing to be cleaned according to the area needing to be cleaned acquired by the area needing to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area needing to be cleaned. The sweeping robot system and the control method thereof can identify the position of an area needing to be swept, can calculate the sweeping path, and improve the sweeping efficiency and the sweeping effect.
Description
The application is a divisional application of a patent with the application number of 201910995820.1 and the name of 'sweeping robot system and sweeping robot control method'.
Technical Field
The invention belongs to the technical field of daily supplies, relates to a cleaning device, and particularly relates to a sweeping robot system and a control method thereof.
Background
The floor sweeping robot is also called an automatic cleaner, intelligent dust collection, a robot dust collector and the like, is one of intelligent household appliances, and can automatically complete floor cleaning work in a room by means of certain artificial intelligence. Generally, the floor cleaning machine adopts a brushing and vacuum mode, and firstly absorbs the impurities on the floor into the garbage storage box, so that the function of cleaning the floor is achieved. Generally, a robot that performs cleaning, dust collection and floor wiping is also collectively called a floor sweeping robot.
The existing sweeping robot can not know the position of garbage generally, and can only sweep the garbage randomly, so that the sweeping efficiency is not high, and the sweeping effect is not good enough.
In view of the above, there is a need to design a new sweeping control method to overcome the above-mentioned drawbacks of the existing sweeping control methods.
Disclosure of Invention
The invention provides a sweeping robot system and a control method thereof, which can identify the position of an area needing to be swept, can calculate a sweeping path and improve the sweeping efficiency and the sweeping effect.
In order to solve the technical problem, according to one aspect of the present invention, the following technical solutions are adopted:
a sweeping robot system, comprising: the sweeping robot comprises a sweeping robot, an image acquisition module, a user terminal and a server, wherein the server is respectively connected with the image acquisition module, the user terminal and each sweeping robot;
the image acquisition module is used for acquiring an image of a set area and extracting an image of the whole cleaning area of the ground from the acquired image;
the user terminal is used for checking the image of the whole cleaning area acquired by the image acquisition module and acquiring the coordinate range of the whole cleaning area under a set coordinate system; the user terminal is used for indicating the area needing to be cleaned on the whole cleaning area image and generating a coordinate range of the area needing to be cleaned under a set coordinate system; the user terminal is further used for sending the obtained coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area needing to be cleaned under the set coordinate system to the server;
the sweeping robot cleans a set area under the control of the server; the sweeping robot comprises a control circuit, a traveling mechanism, a sweeping mechanism, a communication unit, an obstacle avoidance unit and a power supply unit; the control circuit is respectively connected with the travelling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit, and the power supply unit respectively provides electric energy required by the work for the control circuit, the travelling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit; the cleaning mechanism comprises at least two cleaning devices, and each cleaning device has different cleaning modes;
the server comprises a position acquisition module of an area to be cleaned, a position acquisition module of the sweeping robot, a walking direction determination module, a cleaning effect judgment module and a cleaning mode switching control module;
the position acquisition module of the area needing to be cleaned is used for acquiring the position of the area needing to be cleaned in the whole cleaning area through the feedback information of the user terminal; the position acquisition module of the area to be cleaned receives the coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area to be cleaned under the set coordinate system, which are sent by the user terminal, and obtains the relative position of the area to be cleaned in the whole cleaning area according to the coordinate range of the area to be cleaned in the coordinate range of the whole cleaning area;
the cleaning-required area position obtaining module is further used for judging whether an area required to be cleaned exists or not, and if the area required to be cleaned exists, obtaining the position of the area required to be cleaned in the whole cleaning area; the position acquisition module of the area to be cleaned compares the whole cleaning area image acquired by the image acquisition module with a set comparison image, and divides the whole cleaning area image into a plurality of first sub-areas MijDividing the comparison image into a plurality of sub-second sub-regions Mij', respective first sub-regions MijRespectively with the second sub-area Mij' correspond to, whereinDividing the image into a × b sub-regions, wherein a is the number of divided lines of the image, b is the number of divided columns of the image, i is more than or equal to 1 and less than or equal to a, and j is more than or equal to 1 and less than or equal to b; setting a comparison image as an image obtained by a set area in a clean state; if M iscdAnd McdIf the similarity of the sub-area is lower than a set threshold, judging that the sub-area is not clean and needs to be cleaned, wherein c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b;
the sweeping robot position acquisition module is used for acquiring the position of the sweeping robot in the whole sweeping area image; the sweeping robot position acquisition module is used for comparing the whole sweeping area image extracted by the image acquisition module in real time, dividing the whole sweeping area image into a plurality of sub-areas, wherein each sub-area has a corresponding coordinate position range, respectively comparing the images of the adjacent time points of each sub-area, finding the sub-area with the similarity lower than a set threshold value, and taking the sub-area as the area where the sweeping robot is located; obtaining coordinate information of the sub-area where the sweeping robot is located by obtaining the sub-area where the sweeping robot is located, so that the relative position of the sweeping robot in the whole sweeping area is obtained;
the walking direction determining module is used for calculating the walking direction data of the sweeping robot towards the area to be cleaned according to the area to be cleaned acquired by the area to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area to be cleaned;
the server sends the walking direction obtained by the walking direction determining module to a control circuit of the sweeping robot, and the control circuit controls the walking mechanism to walk to a corresponding area for cleaning;
the cleaning effect judging module is used for judging the cleaning effect, and judging whether the area to be cleaned is cleaned or not after the set time is passed by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding cleaned area with the set comparison image similarity; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
the cleaning mode switching control module is used for sending a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
According to another aspect of the invention, the following technical scheme is adopted: a sweeping robot system, comprising:
a sweeping robot;
the cleaning system comprises a cleaning area position acquisition module, a cleaning area position acquisition module and a cleaning control module, wherein the cleaning area position acquisition module is used for acquiring the position of an area to be cleaned in the whole cleaning area;
the sweeping robot position acquisition module is used for acquiring the position of the sweeping robot in the whole sweeping area; and
and the walking direction determining module is used for calculating the direction data of the sweeping robot walking towards the area needing to be cleaned according to the area needing to be cleaned acquired by the area needing to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area needing to be cleaned.
As an embodiment of the present invention, the sweeping robot system further includes an image obtaining module, configured to obtain an image of a set area, and extract an image of an entire sweeping area of the ground from the obtained image.
As an embodiment of the present invention, the sweeping robot system further includes a user terminal and a server, and the server is connected to each user terminal; the position acquisition module of the area to be cleaned, the position acquisition module of the sweeping robot and the walking direction determination module are arranged in the server;
the user terminal is used for checking the image of the whole cleaning area acquired by the image acquisition module and acquiring the coordinate range of the whole cleaning area under a set coordinate system; the user terminal is used for indicating the area needing to be cleaned on the whole cleaning area image and generating a coordinate range of the area needing to be cleaned under a set coordinate system; the user terminal is further used for sending the obtained coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area needing to be cleaned under the set coordinate system to the server;
the position acquisition module of the area needing to be cleaned is used for acquiring the position of the area needing to be cleaned in the whole cleaning area through the feedback information of the user terminal; the cleaning area position acquisition module receives the coordinate range of the whole cleaning area in the set coordinate system and the coordinate range of the cleaning area in the set coordinate system, which are sent by the user terminal, and obtains the relative position of the cleaning area in the whole cleaning area according to the coordinate range of the cleaning area in the whole cleaning area.
As an embodiment of the present invention, the cleaning-required area position acquiring module is configured to determine whether an area required to be cleaned exists, and if so, acquire a position of the area required to be cleaned in the entire cleaning area;
the position acquisition module of the area to be cleaned compares the whole cleaning area image acquired by the image acquisition module with a set comparison image, and divides the whole cleaning area image into a plurality of first sub-areas MijDividing the comparison image into a plurality of sub-second sub-regions Mij', respective first sub-regions MijRespectively with the second sub-area Mij' correspondingly, the image is divided into a sub-regions a and b, a is the number of the divided lines of the image, b is the number of the divided columns of the image, i is more than or equal to 1 and less than or equal to a, and j is more than or equal to 1 and less than or equal to b; setting a comparison image as an image obtained by a set area in a clean state; if M iscdAnd Mcd' if the similarity is lower than the set threshold, the sub-region is determinedThe cleaning is needed, c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b.
As an embodiment of the present invention, the sweeping robot position obtaining module is configured to obtain a position of the sweeping robot in an image of a whole sweeping area; the sweeping robot position acquisition module is used for comparing the whole sweeping area image extracted by the image acquisition module in real time, dividing the whole sweeping area image into a plurality of sub-areas, wherein each sub-area has a corresponding coordinate position range, respectively comparing the images of the adjacent time points of each sub-area, finding the sub-area with the similarity lower than a set threshold value, and taking the sub-area as the area where the sweeping robot is located; coordinate information of the sub-area where the sweeping robot is located is obtained by obtaining the sub-area where the sweeping robot is located, and therefore the relative position of the sweeping robot in the whole sweeping area is obtained.
As an embodiment of the invention, the sweeping robot sweeps a set area under the control of the control module; the sweeping robot comprises a control circuit, a traveling mechanism, a sweeping mechanism, a communication unit, an obstacle avoidance unit and a power supply unit; the control circuit is respectively connected with the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit, and the power supply unit respectively provides electric energy required by work for the control circuit, the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit.
As an embodiment of the invention, the sweeping robot of the sweeping mechanism comprises at least two sweeping devices, each of which has a different sweeping mode; the sweeping robot system also comprises a sweeping effect judging module and a sweeping mode switching control module;
the cleaning effect judging module is used for judging the cleaning effect, and judging whether the area to be cleaned is cleaned or not after the set time is passed by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding cleaned area with the set comparison image similarity; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
the cleaning mode switching control module is used for sending a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
According to another aspect of the invention, the following technical scheme is adopted: a method of controlling a sweeping robot, the method comprising:
acquiring the position of an area to be cleaned in the whole cleaning area;
acquiring the position of the sweeping robot in the whole sweeping area; and
according to the area to be cleaned acquired by the area position acquisition module and the position information of the sweeping robot acquired by the sweeping robot position acquisition module, calculating the direction data of the sweeping robot walking towards the area to be cleaned so that the sweeping robot can sweep the area to be cleaned.
According to another aspect of the invention, the following technical scheme is adopted: a method of controlling a sweeping robot, the method comprising:
the image acquisition module acquires an image of a set area and extracts an image of the whole cleaning area of the ground from the acquired image;
the user can check the image of the whole cleaning area acquired by the image acquisition module through the user terminal to acquire the coordinate range of the whole cleaning area under a set coordinate system; indicating a region to be cleaned on the whole cleaning region image, and generating a coordinate range of the region to be cleaned under a set coordinate system; the user terminal sends the acquired coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area to be cleaned under the set coordinate system to the server;
the position acquisition module of the area to be cleaned acquires the position of the area to be cleaned in the whole cleaning area; the position acquisition module of the area to be cleaned receives the coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area to be cleaned under the set coordinate system, which are sent by the user terminal, and obtains the relative position of the area to be cleaned in the whole cleaning area according to the coordinate range of the area to be cleaned in the coordinate range of the whole cleaning area;
the image acquisition module of the area to be cleaned compares the whole image of the cleaning area acquired by the image acquisition module with a set comparison image, divides the whole image of the cleaning area into a plurality of first subregions Mij, divides the set comparison image into a plurality of sub-second subregions Mij ', and the positions of the first subregions Mij correspond to the second subregions Mij', wherein the image is divided into a sub-regions and b sub-regions, a is the divided line number of the image, b is the divided column number of the image, i is more than or equal to 1 and less than or equal to a, and j is more than or equal to 1 and less than or equal to b; setting a comparison image as an image obtained by a set area in a clean state; if the similarity between the Mcd and the Mcd' is lower than a set threshold, judging that the sub-area is not clean and needs to be cleaned, wherein c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b;
the sweeping robot position acquisition module acquires the position of the sweeping robot in the whole sweeping area image; the sweeping robot position acquisition module compares the whole sweeping area image extracted by the image acquisition module in real time, divides the whole sweeping area image into a plurality of sub-areas, each sub-area has a corresponding coordinate position range, compares the images of the adjacent time points of each sub-area respectively, finds the sub-area with the similarity lower than a set threshold value, and takes the sub-area as the area where the sweeping robot is located; obtaining coordinate information of the sub-area where the sweeping robot is located by obtaining the sub-area where the sweeping robot is located, so that the relative position of the sweeping robot in the whole sweeping area is obtained;
the walking direction determining module calculates the direction data of the sweeping robot walking towards the area to be cleaned according to the area to be cleaned acquired by the area to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area to be cleaned;
the server sends the walking direction obtained by the walking direction determining module to a control circuit of the sweeping robot, and the control circuit controls the walking mechanism to walk to a corresponding area for cleaning;
the cleaning effect judging module judges the cleaning effect, and judges whether the area to be cleaned is cleaned or not after the set time is passed by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding cleaned area with the set comparison image similarity; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
and the cleaning mode switching control module sends a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
The invention has the beneficial effects that: the sweeping robot system and the control method thereof can identify the position of an area needing to be swept, can calculate the sweeping path, and improve the sweeping efficiency and the sweeping effect.
Drawings
Fig. 1 is a schematic view of a sweeping robot system according to an embodiment of the present invention.
Fig. 2 is a schematic diagram of an image of the whole cleaning area acquired by the image acquisition module according to an embodiment of the present invention.
Fig. 3 is a schematic diagram illustrating a user terminal selecting an area to be cleaned according to an embodiment of the present invention.
Fig. 4 is a schematic diagram of comparing each sub-region with a position acquisition module of the region to be cleaned according to an embodiment of the present invention.
Fig. 5 is a schematic view of the sweeping robot position obtaining module obtaining the position of the sweeping robot according to an embodiment of the present invention.
Detailed Description
Preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
For a further understanding of the invention, reference will now be made to the preferred embodiments of the invention by way of example, and it is to be understood that the description is intended to further illustrate features and advantages of the invention, and not to limit the scope of the claims.
The description in this section is for several exemplary embodiments only, and the present invention is not limited only to the scope of the embodiments described. It is within the scope of the present disclosure and protection that the same or similar prior art means and some features of the embodiments may be interchanged.
The invention discloses a sweeping robot system which comprises a sweeping robot, a position acquisition module of an area to be swept, a position acquisition module of the sweeping robot and a walking direction determination module. The cleaning area position acquisition module is used for acquiring the position of the cleaning area in the whole cleaning area; the sweeping robot position acquisition module is used for acquiring the position of the sweeping robot in the whole sweeping area; the walking direction determining module is used for calculating the direction data of the sweeping robot walking towards the area needing to be cleaned according to the area needing to be cleaned acquired by the area needing to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area needing to be cleaned.
In an embodiment of the invention, the sweeping robot system may further include an image obtaining module, configured to obtain an image of the set area, and extract an image of the whole sweeping area of the ground from the obtained image. The image acquisition module can be a camera, and the camera can be installed on the ceiling of the area needing to be cleaned and can also be arranged in other areas. Preferably, the camera is placed at the center of the cleaning area as much as possible; when the camera is not in the central position, the image can be corrected through an image tilt correction algorithm, and then comparison and identification are facilitated; of course, the image tilt correction is not required, and the images are all tilted at a certain angle when compared.
In an embodiment of the present invention, the sweeping robot system may further include a user terminal and a server, and the server is respectively connected to the user terminals; the position acquisition module of the area to be cleaned, the position acquisition module of the sweeping robot and the walking direction determination module are arranged in the server.
Fig. 1 is a schematic view of a sweeping robot system according to an embodiment of the present invention; referring to fig. 1, in an embodiment of the present invention, the sweeping robot system includes: the sweeping robot comprises a sweeping robot 3, an image acquisition module 5, a user terminal 7 and a server 1, wherein the server 1 is respectively connected with the image acquisition module 5, the user terminal 7 and the sweeping robot 3. In addition, the user terminal 7 can be respectively connected with the sweeping robot 3 and the image acquisition module 5; of course, the sweeping robot 3 may also be connected to the image acquisition module 5. In another embodiment of the present invention, the module for acquiring the position of the area to be cleaned, the module for acquiring the position of the sweeping robot, and the module for determining the traveling direction may also be disposed in the sweeping robot 3, and the microprocessor of the sweeping robot 3 is used to implement the calculation.
FIG. 2 is a schematic diagram of an image of the entire cleaning area acquired by the image acquisition module according to an embodiment of the present invention; referring to fig. 2, in an embodiment of the present invention, the user terminal 7 is configured to view the whole cleaning area image 51 acquired by the image acquisition module 5, and acquire a coordinate range of the whole cleaning area 51 in a set coordinate system.
FIG. 3 is a diagram illustrating a user terminal selecting an area to be cleaned according to an embodiment of the present invention; referring to fig. 3, in an embodiment of the present invention, the user terminal 7 is also used to indicate a region 71 to be cleaned (i.e. there is garbage 9 in the region 71) on the whole image of the cleaning region, and if the user finds that there is garbage or dirt in a part of the whole image of the cleaning region to be cleaned, the user can identify the region to be cleaned through the user terminal 7. For example, the user terminal 7 is a mobile phone with a touch screen, the whole cleaning area image 51 is seen through the mobile phone screen, and after the user touches the set area (the mobile phone can obtain the touch area, so as to obtain the relative position relationship of the touch area on the whole mobile phone touch screen), the user terminal 7 can generate the coordinate range of the area 51 to be cleaned under the set coordinate system. The user terminal 7 is further configured to send the obtained coordinate range of the entire cleaning area 51 in the set coordinate system and the obtained coordinate range of the area 71 to be cleaned in the set coordinate system to the server 1.
The sweeping robot 3 cleans a set area under the control of the server 1. The composition of the sweeping robot 3 is conventional in the art and will not be described herein. The sweeping robot 3 generally comprises a control circuit, a traveling mechanism, a sweeping mechanism, a communication unit, an obstacle avoidance unit and a power supply unit; the control circuit is respectively connected with the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit, and the power supply unit respectively provides electric energy required by work for the control circuit, the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit. In an embodiment of the invention, the cleaning mechanism comprises at least two cleaning devices, each having a different cleaning mode. For example, the first cleaning device is used for cleaning non-sticky garbage such as paper scraps, and the second cleaning device is used for cleaning sticky garbage (such as water stains, stains and the like) with certain viscosity; for different waste, it is often necessary to use different sweeping devices. In one embodiment, it is generally default to use the first sweeping device; and when the server judges that the cleaning effect is not good, switching to a second cleaning device.
The server 1 comprises an area position acquisition module 11 to be cleaned, a sweeping robot position acquisition module 13, a walking direction determination module 15, a cleaning effect judgment module 17 and a cleaning mode switching control module 19.
In an embodiment of the present invention, the cleaning area position acquiring module 11 is configured to acquire the position of the cleaning area 71 in the whole cleaning area 51 (as shown in fig. 3) through the feedback information of the user terminal 7; the cleaning area position acquiring module 11 receives the coordinate range of the entire cleaning area 51 in the set coordinate system and the coordinate range of the cleaning area 71 in the set coordinate system, which are transmitted by the user terminal 7, and acquires the relative position of the cleaning area 71 in the entire cleaning area 51 according to the coordinate range of the cleaning area 71 in the entire cleaning area 51.
In an embodiment of the present invention, the position of the area to be cleaned may be obtained by the area to be cleaned position obtaining module 11 comparing the image obtained by the image obtaining module 5 with the set image (the corresponding area is in a cleaning state), instead of obtaining the position of the area to be cleaned by the user terminal 7.
The cleaning-required area position acquiring module 11 is used for judging whether an area required to be cleaned exists or not, and acquiring the position of the area required to be cleaned in the whole cleaning area if the area required to be cleaned exists; the position acquiring module of the area to be cleaned compares the whole cleaning area image acquired by the image acquiring module 5 with a set comparison image (as shown in fig. 4), and divides the whole cleaning area image into a plurality of first sub-areas MijDividing the comparison image into a plurality of sub-second sub-regions Mij', respective first sub-regions MijRespectively with the second sub-area Mij' correspondingly, the image is divided into a sub-regions a and b, a is the number of the divided lines of the image, b is the number of the divided columns of the image, i is more than or equal to 1 and less than or equal to a, and j is more than or equal to 1 and less than or equal to b; setting a comparison image as an image obtained by a set area in a clean state; if M iscdAnd McdIf the similarity of the sub-area is lower than a set threshold, the sub-area is judged to be unclean and needs to be cleaned, c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b. In order to remove the image of the sweeping robot from the image of the whole sweeping area acquired by the image acquisition module 5, the distance before and after the sweeping robot moves a long distance (the moving distance exceeds the diameter of the sweeping robot or is the longest) can be compared, if M is the distance before and after the sweeping robot moves a long distancecdAnd Mcd' the similarity is lower than the set thresholdAnd if so, judging that the subarea is not clean and needs to be cleaned, wherein c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b.
The sweeping robot position obtaining module 13 is configured to obtain a position of the sweeping robot 3 in the whole sweeping area image; the sweeping robot position obtaining module 13 is configured to compare the image of the whole sweeping area extracted by the image obtaining module 5 in real time (as shown in fig. 2), divide the image of the whole sweeping area into a plurality of sub-areas (as shown in fig. 4), where each sub-area has a corresponding coordinate position range, compare the images of adjacent time points of each sub-area, find a sub-area with a similarity lower than a set threshold, and use the sub-area as an area where the sweeping robot is located; coordinate information of the sub-area where the sweeping robot is located is obtained by obtaining the sub-area where the sweeping robot is located, and therefore the relative position of the sweeping robot in the whole sweeping area is obtained.
The walking direction determining module 15 is configured to calculate direction data of the sweeping robot walking towards the area to be cleaned according to the area to be cleaned acquired by the area to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area to be cleaned. If the position of the area to be cleaned is the same as that of the sweeping robot, and a plurality of sweeping robots 3 have cleaned in the area for a set time, it is determined that the sweeping robots 3 do not need to clean the area.
The server 1 sends the walking direction obtained by the walking direction determining module 15 to a control circuit of the sweeping robot 3, and the control circuit controls the walking mechanism to walk to a corresponding area for sweeping.
The cleaning effect judging module 17 is configured to judge the cleaning effect, and judge whether the area to be cleaned is cleaned by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding area after cleaning with the set comparison image similarity (both compared after the cleaning robot leaves the cleaning area), and the area position acquiring module that needs to be cleaned acquires that the set area is cleaned after the set time. If the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value after the set time, and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value, the cleaning effect is considered to be poor. If the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value after the set time, and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed. And if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean.
The cleaning mode switching control module 19 is configured to send a control command for switching the cleaning mode to the corresponding cleaning robot when the cleaning effect judgment module judges that the cleaning effect is not good or the cleaning is not completely cleaned. The sweeping robot switches the sweeping device and continues to sweep the area.
The invention also discloses a control method of the sweeping robot, which comprises the following steps:
acquiring the position of an area to be cleaned in the whole cleaning area; acquiring the position of the sweeping robot in the whole sweeping area;
according to the area to be cleaned acquired by the area position acquisition module and the position information of the sweeping robot acquired by the sweeping robot position acquisition module, calculating the direction data of the sweeping robot walking towards the area to be cleaned so that the sweeping robot can sweep the area to be cleaned.
In an embodiment of the present invention, the control method specifically includes:
step S1, the image acquisition module acquires an image of the set area, and extracts an image of the entire cleaning area of the cleaning floor from the acquired image;
step S2, the area needing to be cleaned position obtaining module obtains the position of the area needing to be cleaned in the whole cleaning area;
in an embodiment of the present invention, the area position acquiring module to be cleaned compares the whole image of the cleaning area acquired by the image acquiring module with the set comparison image, divides the whole image of the cleaning area into a plurality of first sub-areas Mij, divides the set comparison image into a plurality of sub-second sub-areas Mij ', and the positions of the first sub-areas Mij respectively correspond to the second sub-areas Mij', wherein the image is divided into a sub-areas b, a is the number of divided lines of the image, b is the number of divided columns of the image, i is greater than or equal to 1 and less than or equal to a, and j is greater than or equal to 1 and less than or equal to b; setting a comparison image as an image obtained by a set area in a clean state; if the similarity between the Mcd and the Mcd' is lower than a set threshold, judging that the sub-area is not clean and needs to be cleaned, wherein c is more than or equal to 1 and less than or equal to a, and d is more than or equal to 1 and less than or equal to b;
in another embodiment of the invention, a user can check the image of the whole cleaning area acquired by the image acquisition module through a user terminal to acquire the coordinate range of the whole cleaning area under a set coordinate system; indicating a region to be cleaned on the whole cleaning region image, and generating a coordinate range of the region to be cleaned under a set coordinate system; and the user terminal sends the acquired coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area to be cleaned under the set coordinate system to the server.
The cleaning area position acquisition module receives the coordinate range of the whole cleaning area in the set coordinate system and the coordinate range of the cleaning area in the set coordinate system, which are sent by the user terminal, and obtains the relative position of the cleaning area in the whole cleaning area according to the coordinate range of the cleaning area in the whole cleaning area.
Step S3, the sweeping robot position obtaining module obtains the position of the sweeping robot in the whole sweeping area image; the sweeping robot position acquisition module compares the whole sweeping area image extracted by the image acquisition module in real time, divides the whole sweeping area image into a plurality of sub-areas, each sub-area has a corresponding coordinate position range, compares the images of the adjacent time points of each sub-area respectively, finds the sub-area with the similarity lower than a set threshold value, and takes the sub-area as the area where the sweeping robot is located; obtaining coordinate information of the sub-area where the sweeping robot is located by obtaining the sub-area where the sweeping robot is located, so that the relative position of the sweeping robot in the whole sweeping area is obtained;
step S4, the walking direction determining module calculates walking direction data of the sweeping robot towards the area to be cleaned according to the area to be cleaned acquired by the area to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area to be cleaned;
step S5, the server sends the walking direction obtained by the walking direction determining module to a control circuit of the sweeping robot, and the control circuit controls the walking mechanism to walk to a corresponding area for cleaning;
step S6, the cleaning effect determining module determines the cleaning effect, and determines whether the area to be cleaned is cleaned by comparing the image similarity of the corresponding cleaned area before and after cleaning and the image similarity of the corresponding cleaned area with the set comparison image, and the area position acquiring module acquires that the set area is cleaned after the set time has elapsed; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
and (S7) the cleaning mode switching control module sends a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
In summary, the sweeping robot system and the control method thereof provided by the invention can identify the position of the area to be cleaned, and can calculate the cleaning path, thereby improving the cleaning efficiency and the cleaning effect.
The description and applications of the invention herein are illustrative and are not intended to limit the scope of the invention to the embodiments described above. Variations and modifications of the embodiments disclosed herein are possible, and alternative and equivalent various components of the embodiments will be apparent to those skilled in the art. It will be clear to those skilled in the art that the present invention may be embodied in other forms, structures, arrangements, proportions, and with other components, materials, and parts, without departing from the spirit or essential characteristics thereof. Other variations and modifications of the embodiments disclosed herein may be made without departing from the scope and spirit of the invention.
Claims (8)
1. A robot system of sweeping floor, characterized in that, the robot system of sweeping floor includes:
a sweeping robot;
the cleaning system comprises a cleaning area position acquisition module, a cleaning area position acquisition module and a cleaning control module, wherein the cleaning area position acquisition module is used for acquiring the position of an area to be cleaned in the whole cleaning area;
the sweeping robot position acquisition module is used for acquiring the position of the sweeping robot in the whole sweeping area; and
the walking direction determining module is used for calculating the walking direction data of the sweeping robot towards the area to be cleaned according to the area to be cleaned acquired by the area to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can clean the area to be cleaned;
the sweeping robot system also comprises an image acquisition module, a ground cleaning module and a ground cleaning module, wherein the image acquisition module is used for acquiring an image of a set area and extracting the whole image of the ground cleaning area from the acquired image;
the sweeping mechanism of the sweeping robot comprises at least two sweeping devices, and each sweeping device has different sweeping modes; the sweeping robot system also comprises a sweeping effect judging module and a sweeping mode switching control module;
the cleaning effect judging module is used for judging the cleaning effect, and judging whether the area to be cleaned is cleaned or not after the set time is passed by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding cleaned area with the set comparison image similarity; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
the cleaning mode switching control module is used for sending a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
2. The sweeping robot system of claim 1, wherein:
the sweeping robot system also comprises user terminals and a server, wherein the server is respectively connected with the user terminals; the position acquisition module of the area to be cleaned, the position acquisition module of the sweeping robot and the walking direction determination module are arranged in the server.
3. The sweeping robot system of claim 2, wherein:
the user terminal is used for checking the image of the whole cleaning area acquired by the image acquisition module and acquiring the coordinate range of the whole cleaning area under a set coordinate system; the user terminal is used for indicating the area needing to be cleaned on the whole cleaning area image and generating a coordinate range of the area needing to be cleaned under a set coordinate system; the user terminal is further used for sending the obtained coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area needing to be cleaned under the set coordinate system to the server.
4. The sweeping robot system of claim 2, wherein:
the position acquisition module of the area needing to be cleaned is used for acquiring the position of the area needing to be cleaned in the whole cleaning area through the feedback information of the user terminal; the cleaning area position acquisition module receives the coordinate range of the whole cleaning area in the set coordinate system and the coordinate range of the cleaning area in the set coordinate system, which are sent by the user terminal, and obtains the relative position of the cleaning area in the whole cleaning area according to the coordinate range of the cleaning area in the whole cleaning area.
5. The sweeping robot system of claim 1, wherein:
the sweeping robot cleans a set area under the control of the control module; the sweeping robot comprises a control circuit, a traveling mechanism, a sweeping mechanism, a communication unit, an obstacle avoidance unit and a power supply unit; the control circuit is respectively connected with the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit, and the power supply unit respectively provides electric energy required by work for the control circuit, the traveling mechanism, the cleaning mechanism, the communication unit and the obstacle avoidance unit.
6. A control method of a sweeping robot is characterized by comprising the following steps:
acquiring the position of an area to be cleaned in the whole cleaning area;
acquiring the position of the sweeping robot in the whole sweeping area; and
calculating the direction data of the sweeping robot walking towards the area to be cleaned according to the acquired position information of the area to be cleaned and the sweeping robot, so that the sweeping robot can sweep the area to be cleaned;
the position acquisition module of the area to be cleaned acquires the position of the area to be cleaned in the whole cleaning area; the position acquisition module of the area to be cleaned receives the coordinate range of the whole cleaning area under the set coordinate system and the coordinate range of the area to be cleaned under the set coordinate system, which are sent by the user terminal, and obtains the relative position of the area to be cleaned in the whole cleaning area according to the coordinate range of the area to be cleaned in the coordinate range of the whole cleaning area;
the cleaning effect judging module judges the cleaning effect, and judges whether the area to be cleaned is cleaned or not after the set time is passed by comparing the image similarity of the corresponding cleaned area before and after cleaning and comparing the image similarity of the corresponding cleaned area with the set comparison image similarity; if the image similarity of the corresponding cleaned area before and after cleaning is smaller than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is larger than a set second threshold value after the cleaning, the cleaning effect is considered to be poor; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is greater than a set second threshold value after the cleaning, a certain cleaning effect is considered to be achieved, but the cleaning is not completely performed; if the image similarity of the corresponding cleaned area before and after cleaning is greater than a set first threshold value and the image similarity of the corresponding area after cleaning and the set comparison is less than a set second threshold value after the cleaning, the cleaning is considered to be clean;
and the cleaning mode switching control module sends a control command for switching the cleaning mode to the corresponding sweeping robot when the cleaning effect judging module judges that the cleaning effect is poor or the cleaning is not thorough.
7. The sweeper robot control method of claim 6, wherein:
the method further comprises: the walking direction determining module calculates the direction data of the sweeping robot walking towards the area needing to be cleaned according to the area needing to be cleaned acquired by the area needing to be cleaned position acquiring module and the position information of the sweeping robot acquired by the sweeping robot position acquiring module, so that the sweeping robot can sweep the area needing to be cleaned.
8. The sweeper robot control method of claim 7, wherein:
the method further comprises: and the server sends the walking direction obtained by the walking direction determining module to a control circuit of the sweeping robot, and the control circuit controls the walking mechanism to walk to a corresponding area for cleaning.
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| CN112215145A (en) * | 2020-10-12 | 2021-01-12 | 招商局重庆交通科研设计院有限公司 | Tunnel lighting lamp cleaning effect monitoring method based on image comparison |
| CN114680740B (en) * | 2020-12-29 | 2023-08-08 | 美的集团股份有限公司 | Cleaning control method and device, intelligent equipment, mobile equipment and server |
| CN113907649A (en) * | 2021-10-19 | 2022-01-11 | 微思机器人(深圳)有限公司 | Sweeping method and device, sweeping robot and storage medium |
| CN114515124B (en) * | 2022-04-21 | 2022-07-22 | 深圳市倍思科技有限公司 | Cleaning position determining method, cleaning position determining device, cleaning position determining equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102613944A (en) * | 2012-03-27 | 2012-08-01 | 复旦大学 | Dirt recognizing system of cleaning robot and cleaning method |
| CN105476553A (en) * | 2015-11-25 | 2016-04-13 | 江苏美的清洁电器股份有限公司 | Intelligent dust collector |
| CN106444786A (en) * | 2016-11-29 | 2017-02-22 | 北京小米移动软件有限公司 | Control method, device and electronic equipment of floor mopping robot |
| CN107569181A (en) * | 2016-07-04 | 2018-01-12 | 九阳股份有限公司 | A kind of Intelligent cleaning robot and cleaning method |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20170077756A (en) * | 2015-12-28 | 2017-07-06 | 삼성전자주식회사 | Cleaning robot and controlling method thereof |
| CN106527444B (en) * | 2016-11-29 | 2020-04-14 | 深圳市元征科技股份有限公司 | Control method of cleaning robot and cleaning robot |
| CN106983460B (en) * | 2017-04-07 | 2019-08-27 | 小狗电器互联网科技（北京）股份有限公司 | A kind of sweeping robot region cleaning display control method |
| CN107230345A (en) * | 2017-07-27 | 2017-10-03 | 深圳市盛路物联通讯技术有限公司 | A kind of urban environment monitoring and managing method and system |
| CN107450569A (en) * | 2017-09-27 | 2017-12-08 | 上海思岚科技有限公司 | The control method and equipment of a kind of sweeping robot |
| CN108937726A (en) * | 2017-11-27 | 2018-12-07 | 炬大科技有限公司 | A kind of clean robot awakening method and device based on cleannes identification |
| CN107943058A (en) * | 2017-12-26 | 2018-04-20 | 北京面面俱到软件有限公司 | Sweeping robot and its cleaning paths planning method |
| US10737395B2 (en) * | 2017-12-29 | 2020-08-11 | Irobot Corporation | Mobile robot docking systems and methods |
| CN108803599B (en) * | 2018-05-31 | 2022-09-02 | 北京智行者科技有限公司 | Sweeping working method based on working mode |
| CN109871013B (en) * | 2019-01-31 | 2022-12-09 | 莱克电气股份有限公司 | Cleaning robot path planning method and system, storage medium and electronic equipment |
| CN110200549A (en) * | 2019-04-22 | 2019-09-06 | 深圳飞科机器人有限公司 | Clean robot control method and Related product |
-
2019
- 2019-10-18 CN CN202011497978.5A patent/CN112617674B/en active Active
- 2019-10-18 CN CN201910995820.1A patent/CN110916574B/en active Active
- 2019-10-18 CN CN202011497992.5A patent/CN112656326B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102613944A (en) * | 2012-03-27 | 2012-08-01 | 复旦大学 | Dirt recognizing system of cleaning robot and cleaning method |
| CN105476553A (en) * | 2015-11-25 | 2016-04-13 | 江苏美的清洁电器股份有限公司 | Intelligent dust collector |
| CN107569181A (en) * | 2016-07-04 | 2018-01-12 | 九阳股份有限公司 | A kind of Intelligent cleaning robot and cleaning method |
| CN106444786A (en) * | 2016-11-29 | 2017-02-22 | 北京小米移动软件有限公司 | Control method, device and electronic equipment of floor mopping robot |
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| CN110916574B (en) | 2021-06-04 |
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