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An obstacle avoidance method based on non-radial arrangement of distance sensors for vacuum cleaning robot

机译:基于距离传感器非径向布置的吸尘机器人避障方法

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Vacuum cleaning robots are used more and more widely in household environments. Due to the manner of using distance sensors, most conventional cleaning robots cannot completely avoid collision with environments when cleaning rooms. This paper proposes to arrange the distance sensors non-radially. Then an obstacle avoidance method is proposed to realize fully collision-free navigation for a cleaning robot which only using a small amount of low-cost sensors. The sensors' installation position is optimized to make the robot perceive more extensive area and have sufficient reaction time to avoid obstacles. A local grid map describing the area's traversability in front of the robot is created, based on which an obstacle avoidance method is presented. Simulation and experimental results demonstrate the effectiveness of the proposed method. Further research on real robot will help vacuum cleaning robots improve their navigation performance in real applications.
机译:真空清洁机器人在家庭环境中使用越来越广泛。由于使用距离传感器的方式,大多数传统的清洁机器人不能完全避免在清洁房间时与环境发生碰撞。本文提出非径向排列距离传感器。然后提出了一种障碍物,以实现仅使用少量低成本传感器的清洁机器人的完全碰撞导航。传感器的安装位置经过优化,使机器人感知更广泛的区域并且具有足够的反应时间来避免障碍物。基于提出了障碍物避免方法,创建了描述了描述机器人前面的区域的局部网格图。模拟和实验结果表明了该方法的有效性。 Real Robot的进一步研究将有助于真空清洁机器人提高其在实际应用中的导航性能。

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