A partitioned control scheme for mobile robot path tracking

D. Shin, S. Singh, W. Shi
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引用次数: 21

Abstract

An approach to autonomously navigate a full-sized autonomous vehicle that treats vehicle control and obstacle detection separately is considered. The vehicle control that has enabled an autonomous vehicle to travel at speeds up to 35 km/h is discussed. The limitations of existing schemes that restrict their consideration to kinematic models are pointed out, and it is shown that it is possible to obtain an increase in performance through the use of approximate dynamical models that capture first-order effects. The present approach combines such a modeling philosophy with accurate feedback in world coordinates from sensors that have only recently become available. Experimental results of an implementation are presented.<>
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移动机器人路径跟踪的分区控制方案
研究了一种将车辆控制与障碍物检测分开处理的全尺寸自动驾驶汽车自主导航方法。讨论了使自动驾驶汽车以高达35公里/小时的速度行驶的车辆控制。指出了现有方案的局限性,这些方案将它们的考虑限制在运动学模型上,并表明通过使用捕获一阶效应的近似动力学模型可以获得性能的提高。目前的方法将这种建模理念与最近才可用的传感器的精确世界坐标反馈相结合。给出了一个实现的实验结果。
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