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On Achieving Bounded Harvest Times in Robotic Fruit Harvesting: A Finite-Time Visual Servo Control Approach

机译:在机器人水果收获中实现有界收获时间:有限时间的视觉伺服控制方法

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To improve commercial feasibility of robotic harvesters, it is utmost important to reduce and be able to guarantee harvesting times. A significant portion of this responsibility is on the control system. Current visual servo control methods can at best achieve exponential regulation of a robot (i.e., theoretically infinite convergence time), making it impossible to predict harvest time. The aim of this paper is to introduce a new finite-time visual servo control approach that guarantees finite (i.e., bounded) and computable harvest times. To this end, a continuous terminal sliding mode visual servo controller is developed, and Lyapunov-based stability analysis is presented to guarantee finite-time regulation of the robot to a target fruit. Further, we derive expressions for the bound on the harvesting time, which can aid post-harvest operations management. The developed controller is validated through numerical simulations.
机译:为了提高机器人收割机的商业可行性,最重要的是减少和能够保证收获时间。这项责任的重要部分是对照系统。目前的视觉伺服控制方法可以在最佳实现机器人的指数调节(即理论上无限收敛时间),这使得无法预测收获时间。本文的目的是介绍一种新的有限时间视觉伺服控制方法,可确保有限(即,有界)和可计算的收获时间。为此,开发了连续终端滑动模式可视伺服控制器,并提出了基于Lyapunov的稳定性分析,以确保机器人对目标果实的有限时间调节。此外,我们推导出对收获时间的界限的表达,这可以帮助收获后运营管理。通过数值模拟验证开发的控制器。

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