The present disclosure relates to the field of cleaning technology and discloses a method for exploring a ground material, a cleaning robot, and a storage medium. The method includes: obtaining status information of the cleaning robot and selecting an edge exploration mode based on the status information when the cleaning robot detects a preset ground material, wherein the edge exploration mode is either an inner edge exploration mode or an outer edge exploration mode; and performing edge exploration on the preset ground material according to the edge exploration mode and obtaining a contour of the preset ground material.

An intelligent system for a photovoltaic cleaning robot includes: a control terminal, an intelligent control center, a stain detection database, and an intelligent device; where the intelligent device includes a camera shooting module, a motion flight module, and a cleaning module; the intelligent device and the intelligent control center are integrated on the photovoltaic cleaning robot; the intelligent control center and the control terminal are connected by a wireless communication; the intelligent control center is connected to the stain detection database through the wireless communication. In the intelligent system for the photovoltaic cleaning robot, even in a distributed photovoltaic power station with a harsh environment and terrain, it can also do the unmanned intelligent cleaning operation and maintenance work of the photovoltaic plate, where the operator only needs to operate the control terminal according to the attenuation of power generation of the power station to issue simple instructions.

A method for determining a motion path on a surface in an environment, along which motion path a mobile appliance, in particular a robot, preferably a domestic robot or a robot vacuum cleaner, is intended to move. The method includes obtaining environment information and determining a region of the surface intended to be covered by the motion of the mobile appliance; determining, while taking into account the environment information, whether within the region there is at least one uneven area in the surface that can be negotiated by the mobile appliance; and determining the motion path while taking into account the at least one uneven area, if there is one. A mobile appliance is also described.

A mobile cleaning robot configured to clean an environment. The mobile cleaning robot can include a body and a drivetrain operable to move the body within the environment. The robot can include a sensor connected to the body and configured to generate a sensor signal based on interactions between the mobile cleaning robot and the environment. The robot can include an image capture device connected to the body and configured to generate an image stream based on an optical field of view of the image capture device. The robot can include a controller connected to the body and configured to determine whether the mobile cleaning robot is in a stasis condition based on the image stream and the sensor signal. The controller can also update a map of the environment based on the stasis determination.

A method and computing apparatus are disclosed for allowing a tidying robot to organize objects into non-standard categories that match a user's needs. The tidying robot navigates an environment using cameras to map the type, size, and location of toys, clothing, obstacles, furniture, structural elements, and other objects. The robot comprises a neural network to determine the type, size, and location of objects based on input from a sensing system. An augmented reality view allows user interaction to refine and customize areas within the environment to be tidied, object categories, object home locations, and operational task rules controlling robot operations.

A method and apparatus for exploring a substance contour on ground, and a cleaning device are provided. The method includes: triggering, in response to a cleaning device detecting a preset substance on ground, the cleaning device to alternately switch between an inner boundary exploration mode and an outer boundary exploration mode; controlling, in the inner boundary exploration mode and the outer boundary exploration mode, the cleaning device to detect a substance boundary point in a predetermined direction, to obtain a substance boundary point collection; and determining a contour of the preset substance based on the substance boundary point collection. By using the technical solution provided by the present disclosure, the efficiency of the cleaning device exploring the contour of the substance can be improved.

An intelligent mobile device and a control method therefore are described. The method includes: acquiring, when the intelligent mobile apparatus is trap, first ground medium attribute information of a trapping region, where the first ground medium attribute information includes ground medium attribute information of the trapping region; and controlling, if the first ground medium attribute information matches target ground medium attribute information, the intelligent mobile apparatus to leave the trapping region and re-enter the trapping region in a direction different from a direction in which the intelligent mobile apparatus enters the trapping region.

A map generation device that generates a route. The map generation device includes: a node detector that detects a node; a node information obtainer that obtains detected node information including location information of the detected node and path information indicating a positional relationship between the detected node and a path connected to the detected node; a node determiner that determines whether the detected node information matches previously-reached node information; a node information adder that adds, to the route map, the detected node information as new previously-reached node information when the node determiner determines a mismatch; and a map corrector that, when the node determiner determines a match, determines that the detected node corresponding to the detected node information and a node corresponding to the previously-reached node information are a same node and corrects the route map.

An information processing apparatus obtains information regarding a moving speed of each of a plurality of moving devices that will be performing work in a shared manner over an entire work area; obtains information on a work area assigned to each of the plurality of moving devices; and determines a work route of each of the plurality of moving devices based on a moving speed of each of the plurality of moving devices and a work area of each of the plurality of moving devices. The determination unit determines a work route of each of the plurality of moving devices based on a change in distance between the plurality of moving devices or a change in time required for movement between the plurality of moving devices after work of the plurality of moving devices is started.

A cleaner system includes: a cleaner; and a cleaner station which collects and removes dust discharged from a dust bin of the cleaner. The cleaner includes a first cleaner which performs manually a cleaning operation by a user, and a second cleaner which performs the cleaning operation while autonomously driving. The cleaner station includes: a housing which has one side coupled to the cleaner and has an inner space where the dust is collected; and a display unit which is disposed on the housing and outputs position information including a moving path of each of the first cleaner and the second cleaner transmitted from the first cleaner and the second cleaner by wireless communication during a cleaning operation.