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    A Novel Platform Orientation System for ProportionalIntegralDerivativeControlled BallCatching Robot

    Source: ASME Letters in Dynamic Systems and Control:;2022:;volume( 002 ):;issue: 004::page 40903
    Author:
    Arif, Tariq M.;McKay, Stockton;Conklin, Benjamin
    DOI: 10.1115/1.4055837
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Ball catching by a robot is one of the challenging and complex control tasks that is extensively studied to achieve humanlike skills in robots. Over the last decade, several ballcatching robot designs have attained benchmarks in visual tracking and control algorithms. However, the coordination between the ball’s path tracking and the robot’s motion planning remains highly sensitive to environmental parameter changes. In general, ballcatching robots require a noisefree background with good lighting and multiple offboard tracking cameras. Also, a common failing point of these systems is the short flight time (or highspeed) of the ball and the uncertainties of throwing direction. To address these issues, in this study, we propose a ballcatching platform system that can rapidly orient the platform towards the throwing direction by utilizing two onboard cameras with multithreading. A graphical user interface platform has been developed to implement the orientation algorithm and mask the ball with high accuracy. Our experimental results show that the proposed orientation platform system can be used in a lowlight noisy background, and the overall ballcatching rate increases from 50% to 90% compared to the baseline design. The new system can also avoid erratic platform movements when masking is done in a noisy environment.
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      A Novel Platform Orientation System for ProportionalIntegralDerivativeControlled BallCatching Robot

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4289023
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    contributor authorArif, Tariq M.;McKay, Stockton;Conklin, Benjamin
    date accessioned2023-04-06T13:04:19Z
    date available2023-04-06T13:04:19Z
    date copyright10/25/2022 12:00:00 AM
    date issued2022
    identifier issn26896117
    identifier otheraldsc_2_4_040903.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4289023
    description abstractBall catching by a robot is one of the challenging and complex control tasks that is extensively studied to achieve humanlike skills in robots. Over the last decade, several ballcatching robot designs have attained benchmarks in visual tracking and control algorithms. However, the coordination between the ball’s path tracking and the robot’s motion planning remains highly sensitive to environmental parameter changes. In general, ballcatching robots require a noisefree background with good lighting and multiple offboard tracking cameras. Also, a common failing point of these systems is the short flight time (or highspeed) of the ball and the uncertainties of throwing direction. To address these issues, in this study, we propose a ballcatching platform system that can rapidly orient the platform towards the throwing direction by utilizing two onboard cameras with multithreading. A graphical user interface platform has been developed to implement the orientation algorithm and mask the ball with high accuracy. Our experimental results show that the proposed orientation platform system can be used in a lowlight noisy background, and the overall ballcatching rate increases from 50% to 90% compared to the baseline design. The new system can also avoid erratic platform movements when masking is done in a noisy environment.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleA Novel Platform Orientation System for ProportionalIntegralDerivativeControlled BallCatching Robot
    typeJournal Paper
    journal volume2
    journal issue4
    journal titleASME Letters in Dynamic Systems and Control
    identifier doi10.1115/1.4055837
    journal fristpage40903
    journal lastpage4090310
    page10
    treeASME Letters in Dynamic Systems and Control:;2022:;volume( 002 ):;issue: 004
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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