Systems and methods for VSLAM optimization

    公开(公告)号:AU2015202318B2

    公开(公告)日:2017-03-09

    申请号:AU2015202318

    申请日:2015-05-01

    Applicant: IROBOT CORP

    Abstract: H:\dxl\Intrwovn\NRPortbl\DCC\DXL\7745724_I.docx-1/05/2015 A method for navigating a mobile system, the method implemented on one or more computer systems, comprising the steps of: creating landmarks in a mobile device by: finding inlier matches by camera motion and epipolar geometry; refining camera motion using inlier matches; determining if sufficient inliers exist; determining if a tolerance has been reached; adjusting a tolerance based on the determination that a tolerance has been reached; and returning inliers and camera motion as a new landmark. WO 20 12/040644 PCT/US201 11053122

    Carpet drift estimation using differential sensors or visual measurements

    公开(公告)号:AU2016213846B2

    公开(公告)日:2017-01-05

    申请号:AU2016213846

    申请日:2016-08-12

    Applicant: IROBOT CORP

    Abstract: Apparatus and methods for carpet drift estimation are disclosed. In certain implementations, a robotic device includes an actuator system to move the body across a surface. A first set of sensors can sense an actuation characteristic of the actuator system. For example, the first set of sensors can include odometry sensors for sensing wheel rotations of the actuator system. A second set of sensors can sense a motion characteristic of the body. The first set of sensors may be a different type of sensor than the second set of sensors. A controller can estimate carpet drift based at least on the actuation characteristic sensed by the first set of sensors and the motion characteristic sensed by the second set of sensors. -36 8081319 1 (GHMltters) P98301 At J 1 c a b ---------- N-- - Cleaning Mechanism Actuator System Controller Sensor Sensor Sensor Set1 Set2 Set3 108 110 112 114 Fig. I

    Carpet drift estimation using differential sensors or visual measurements

    公开(公告)号:AU2016213846A1

    公开(公告)日:2016-09-01

    申请号:AU2016213846

    申请日:2016-08-12

    Applicant: IROBOT CORP

    Abstract: Apparatus and methods for carpet drift estimation are disclosed. In certain implementations, a robotic device includes an actuator system to move the body across a surface. A first set of sensors can sense an actuation characteristic of the actuator system. For example, the first set of sensors can include odometry sensors for sensing wheel rotations of the actuator system. A second set of sensors can sense a motion characteristic of the body. The first set of sensors may be a different type of sensor than the second set of sensors. A controller can estimate carpet drift based at least on the actuation characteristic sensed by the first set of sensors and the motion characteristic sensed by the second set of sensors. -36 8081319 1 (GHMltters) P98301 At J 1 c a b ---------- N-- - Cleaning Mechanism Actuator System Controller Sensor Sensor Sensor Set1 Set2 Set3 108 110 112 114 Fig. I

    ADAPTIVE MAPPING WITH SPATIAL SUMMARIES OF SENSOR DATA

    公开(公告)号:AU2016202515A1

    公开(公告)日:2016-05-12

    申请号:AU2016202515

    申请日:2016-04-20

    Applicant: IROBOT CORP

    Abstract: ADAPTIVE MAPPING WITH SPATIAL SUMMARIES OF SENSOR DATA A system and method for mapping parameter data acquired by a robot mapping system is disclosed. Parameter data characterizing the environment is collected while the robot localizes itself within the environment using landmarks. Parameter data is recorded in a plurality of local grids, i.e., sub-maps associated with the robot position and orientation when the data was collected. The robot is configured to generate new grids or reuse existing grids depending on the robot's current pose, the pose associated with other grids, and the uncertainty of these relative pose estimates. The pose estimates associated with the grids are updated over time as the robot refines its estimates of the locations of landmarks from which determines its pose in the environment. Occupancy maps or other global parameter maps may be generated by rendering local grids into a comprehensive map indicating the parameter data in a global reference frame extending the dimensions of the environment. 7648852 1 (GHMatters) P98299.AU.1

    ADAPTIVE MAPPING WITH SPATIAL SUMMARIES OF SENSOR DATA

    公开(公告)号:CA2952355A1

    公开(公告)日:2014-04-10

    申请号:CA2952355

    申请日:2013-09-23

    Applicant: IROBOT CORP

    Abstract: A system and method for mapping parameter data acquired by a robot mapping system is disclosed. Parameter data characterizing the environment is collected while the robot localizes itself within the environment using landmarks. Parameter data is recorded in a plurality of local grids, i.e., sub-maps associated with the robot position and orientation when the data was collected. The robot is configured to generate new grids or reuse existing grids depending on the robot's current pose, the pose associated with other grids, and the uncertainty of these relative pose estimates. The pose estimates associated with the grids are updated over time as the robot refines its estimates of the locations of landmarks from which determines its pose in the environment. Occupancy maps or other global parameter maps may be generated by rendering local grids into a comprehensive map indicating the parameter data in a global reference frame extending the dimensions of the environment.

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