基于局部地图的直线跟踪AGV避障研究

Matevž Bošnak, I. Škrjanc
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引用次数: 1

摘要

工业环境下的自动地面车辆导航是该系统的关键任务之一,通常采用制导线跟随方法。虽然这种系统被证明是非常可靠和健壮的,但由于AGV行驶通道上甚至附近存在障碍物,它们容易中断。近年来,引入了改进的导航系统,使AGV能够全局定位,既消除了对制导线的需要,又提供了动态路径自适应以避开障碍物。然而,如果只需要避障能力,这种解决方案的成本很难证明。提出了一种结合轨迹规划与执行的轻型环境映射方法。该解决方案已在实际的工业AGV上实施,并正在进行实际测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Obstacle Avoidance for Line-Following AGV with Local Maps
Navigation of an Automatic Ground Vehicle in industrial environment is one of the key tasks for a such system and most commonly employs the guidance line following approach. Although, such systems were proven to be very reliable and robust, they are prone to interruptions due to obstacle being present on or even near the driving corridor of an AGV. Recently, improved navigation systems were introduced that allow the AGV to be localized globally, both eliminating the need for the guidance line and presenting dynamic path adaptation to avoid the obstacles. However, cost of such solutions are hard to justify if only the obstacle avoidance capability is needed. This paper presents lightweight environment mapping approach that is combined with trajectory planning and execution. The solution is implemented on an actual industrial AGV and is undergoing real-world tests.
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