Systems and methods for VSLAM optimization

    公开(公告)号:US09910444B2

    公开(公告)日:2018-03-06

    申请号:US15014934

    申请日:2016-02-03

    Abstract: The invention is related to methods and apparatus that use a visual sensor and dead reckoning sensors to process Simultaneous Localization and Mapping (SLAM). These techniques can be used in robot navigation. Advantageously, such visual techniques can be used to autonomously generate and update a map. Unlike with laser rangefinders, the visual techniques are economically practical in a wide range of applications and can be used in relatively dynamic environments, such as environments in which people move. Certain embodiments contemplate improvements to the front-end processing in a SLAM-based system. Particularly, certain of these embodiments contemplate a novel landmark matching process. Certain of these embodiments also contemplate a novel landmark creation process. Certain embodiments contemplate improvements to the back-end processing in a SLAM-based system. Particularly, certain of these embodiments contemplate algorithms for modifying the SLAM graph in real-time to achieve a more efficient structure.

    MOBILE ROBOT
    40.
    发明申请
    MOBILE ROBOT 审中-公开

    公开(公告)号:US20170285651A1

    公开(公告)日:2017-10-05

    申请号:US15508368

    申请日:2015-08-11

    CPC classification number: G05D1/0246 G05D2201/0215 Y10S901/01

    Abstract: A mobile robot including: a vision system, the vision system comprising a camera and at least one light source arranged to provide a level of illumination to an area surrounding the mobile robot; wherein the at least one light source is arranged on the mobile robot to emit a cone of light that illuminates an area to a side of the robot that is orthogonal to a forward direction of travel of the robot.

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