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公开(公告)号:US11554495B2
公开(公告)日:2023-01-17
申请号:US16766274
申请日:2019-05-30
Applicant: LG ELECTRONICS INC.
Inventor: Gyuho Eoh , Jungsik Kim , Hyoungrock Kim , Dong Ki Noh , Joongtae Park
Abstract: Disclosed herein are a method of localization using multi sensors and a robot implementing the same, the method including sensing a distance between an object placed outside of a robot and the robot and generating a first LiDAR frame by a LiDAR sensor of the robot while a moving unit moves the robot, capturing an image of an object placed outside of the robot and generating a first visual frame by a camera sensor of the robot, and comparing a LiDAR frame stored in a map storage of the robot with the first LiDAR frame, comparing a visual frame registered in a frame node of a pose graph with the first visual frame, determining accuracy of comparison's results of the first LiDAR frame, and calculating a current position of the robot by a controller.
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2.
公开(公告)号:US20200004266A1
公开(公告)日:2020-01-02
申请号:US16557000
申请日:2019-08-30
Applicant: LG ELECTRONICS INC.
Inventor: Gyuho Eoh , Jungsik Kim , Hyoungrock Kim , Moonsik Nam , Sookhyun Yang , Donghak Lee
Abstract: Provided are a method of performing cloud simultaneous localization and mapping (SLAM), and a robot and a cloud server for performing the same, and a robot for performing cloud SLAM in real time includes a first sensor configured to acquire sensor data necessary to perform the SLAM, a map storage unit configured to store a map synchronized with a cloud server, a communication unit configured to transmit the sensor data, a feature, or a last frame to the cloud server and receive a local map patch or a global pose from the cloud server, and a control unit configured to generate the sensor data, the feature extracted from the sensor data, or the last frame and control movement of the robot using the local map patch or the global pose received from the cloud server.
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公开(公告)号:US11858149B2
公开(公告)日:2024-01-02
申请号:US17098832
申请日:2020-11-16
Applicant: LG ELECTRONICS INC.
Inventor: Sookhyun Yang , Jungsik Kim , Jinuh Joo , Hyoungrock Kim , Sang Ki Kim , Minjung Kim , Moonsik Nam , Gyuho Eoh , Donghak Lee
IPC: B25J9/16
CPC classification number: B25J9/1697 , B25J9/1664
Abstract: A robot may include an input interface configured to obtain an image of a surrounding environment of the robot, and at least one processor configured to rotate the robot in place for localization, and estimate at least one of a position or a pose in a space, based on a plurality of sequential images obtained by the input interface during the rotation of the robot. The position or the pose of the robot may be estimated based on inputting the plurality of sequential images obtained during the rotation of the robot into a trained model based on an artificial neural network. In a 5G environment connected for the Internet of Things, embodiments of the present disclosure may execute an artificial intelligence algorithm and/or a machine learning algorithm.
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公开(公告)号:US11579626B2
公开(公告)日:2023-02-14
申请号:US16764377
申请日:2019-05-30
Applicant: LG ELECTRONICS INC.
Inventor: Gyuho Eoh , Jungsik Kim , Hyoungrock Kim , Dong Ki Noh , Joongtae Park
Abstract: Disclosed herein are a method of localization by synchronizing multi sensors and a robot implementing the same. The robot according to an embodiment includes a controller that, when a first sensor acquires first type information, generates first type odometry information using the first type information, that, at a time point when the first type odometry information is generated, acquires second type information by controlling a second sensor and then generates second type odometry information using the second type information, and that the robot by combining the first type odometry information and the second type odometry information.
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公开(公告)号:US11766779B2
公开(公告)日:2023-09-26
申请号:US16866394
申请日:2020-05-04
Applicant: LG ELECTRONICS INC.
Inventor: Kang Uk Kim , Minjung Kim , Yeonsoo Kim , Hyoungrock Kim , Hyoung Seok Kim , Dong Ki Noh
CPC classification number: B25J9/1669 , B25J9/161 , B25J9/162 , B25J9/1664 , B25J9/1679 , B25J11/008 , B25J13/003 , B25J13/08 , B25J19/023
Abstract: Disclosed is a moving robot capable of recognizing a waiting line and a method for controlling the same. One embodiment provides a method for operating a moving robot, the method comprising: starting moving from a predefined moving start point toward a predefined moving end point; acquiring a waiting line region image by photographing a predefined waiting line region during the moving; searching for an end point of a waiting line formed in the waiting line region using the waiting line region image; terminating the moving when the end point of the waiting line is detected; setting an operation mode based on a length of the waiting line calculated using the end point of the waiting line; and operating in the set operation mode while returning to the moving start point.
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公开(公告)号:US11347226B2
公开(公告)日:2022-05-31
申请号:US16489316
申请日:2019-04-25
Applicant: LG ELECTRONICS INC.
Inventor: Joongtae Park , Jungsik Kim , Hyoungrock Kim , Seungmin Baek
Abstract: A method and a robot of redefining a position of a robot using artificial intelligence are disclosed, and the robot that redefines a position using artificial intelligence separately stores an entrance-allowable area and an entrance-unallowable area in a space in which the robot moves as a map and stores locating posts that are required for the robot to restore a position thereof.
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公开(公告)号:US10336441B2
公开(公告)日:2019-07-02
申请号:US15616617
申请日:2017-06-07
Applicant: LG ELECTRONICS INC.
Inventor: Jungsik Kim , Hyoungrock Kim , Joongtae Park , Sunho Yang
Abstract: Disclosed is a drone. The present invention includes a plurality of propellers creating a lift to prevent inclination and overturn of the drone due to a lift difference generated from uneven ground, a power driving unit providing a rotation power to each of a plurality of the propellers, a ground sensing unit measuring a distance to a first region of the ground and a shape of the first region, and a controller controlling the power driving unit to differentiate rotation ratios of a plurality of the propellers based on the measured distance and shape if receiving an input signal for landing at the first region.
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8.
公开(公告)号:US11960297B2
公开(公告)日:2024-04-16
申请号:US16964176
申请日:2019-05-03
Applicant: LG ELECTRONICS INC.
Inventor: Gyuho Eoh , Jungsik Kim , Hyoungrock Kim , Dong Ki Noh , Joongtae Park
CPC classification number: G05D1/0274 , G01C21/3848 , G01S17/86 , G01S17/89 , G01S17/894 , G05D1/0251 , G05D1/0272 , G05D2201/0203 , G05D2201/0207
Abstract: Disclosed herein is a robot generating a map based on multi sensors and artificial intelligence and moving based on the map, the robot according to an embodiment including a controller generating a pose graph that includes a LiDAR branch including one or more LiDAR frames, a visual branch including one or more visual frames, and a backbone including two or more frame nodes registered with any one or more of the LiDAR frames or the visual frames, and generating orodometry information that is generated while the robot is moving between the frame nodes.
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公开(公告)号:US11697211B2
公开(公告)日:2023-07-11
申请号:US16626640
申请日:2018-06-12
Applicant: LG ELECTRONICS INC.
Inventor: Joongtae Park , Hyoungrock Kim
IPC: G05D1/00 , B25J11/00 , B25J5/00 , B25J9/16 , B25J13/00 , B25J13/08 , G01C21/36 , G05D1/02 , G01C21/00 , G01C21/16
CPC classification number: B25J11/008 , B25J5/007 , B25J9/1666 , B25J11/0005 , B25J13/003 , B25J13/08 , G01C21/3608 , G01C21/3664 , G01C21/3881 , G05D1/0212 , G05D1/0223 , G01C21/16 , G05D1/0214
Abstract: A mobile robot operation method according to an aspect of the present invention includes: a step for receiving a guidance destination input; a step for generating a global path to the received guidance destination; a step for generating a left travel guideline and a right travel guideline on the left side and the right side of the generated global path; and a step for generating a local path within a travelable range between the left travel guideline and the right travel guideline. Accordingly, the robot operation method may generate a safe and optimal guidance path when providing a guidance service.
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公开(公告)号:US20210229291A1
公开(公告)日:2021-07-29
申请号:US17098832
申请日:2020-11-16
Applicant: LG ELECTRONICS INC.
Inventor: Sookhyun YANG , Jungsik Kim , Jinuh Joo , Hyoungrock Kim , Sang Ki Kim , Minjung Kim , Moonsik Nam , Gyuho Eoh , Donghak Lee
IPC: B25J9/16
Abstract: A robot may include an input interface configured to obtain an image of a surrounding environment of the robot, and at least one processor configured to rotate the robot in place for localization, and estimate at least one of a position or a pose in a space, based on a plurality of sequential images obtained by the input interface during the rotation of the robot. The position or the pose of the robot may be estimated based on inputting the plurality of sequential images obtained during the rotation of the robot into a trained model based on an artificial neural network. In a 5G environment connected for the Internet of Things, embodiments of the present disclosure may execute an artificial intelligence algorithm and/or a machine learning algorithm.
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