Autonomous navigation of transport robot in the urban environment

Jaemin Byun, Sung Hoon Kim, Myungchan Roh, Junyoung Sung
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引用次数: 6

Abstract

This paper describes a method of road tracking by using a vision and laser with extracting road boundary (road lane and curb) for navigation of intelligent transport robot in structured road environments. Road boundary information plays a major role in developing such intelligent robot. For global navigation, we use a global positioning system achieved by means of a global planner and local navigation accomplished with recognizing road lane and curb which is road boundary on the road and estimating the location of lane and curb from the current robot with EKF(Extended Kalman Filter) algorithm in the road assumed that it has prior information. The complete system has been tested on the electronic vehicles which is equipped with cameras, lasers, GPS. Experimental results are presented to demonstrate the effectiveness of the combined laser and vision system by our approach for detecting the curb of road and lane boundary detection.
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城市环境中运输机器人的自主导航
本文提出了一种基于视觉和激光提取道路边界(车道和路缘)的道路跟踪方法,用于智能运输机器人在结构化道路环境中导航。道路边界信息在智能机器人的开发中起着重要的作用。对于全局导航,我们使用全局规划器和局部导航实现的全局定位系统,通过识别道路上作为道路边界的车道和路缘,并在假设当前机器人具有先验信息的情况下,使用扩展卡尔曼滤波算法估计当前机器人在道路上的车道和路缘位置。完整的系统已经在配备摄像头、激光、GPS的电子车辆上进行了测试。实验结果验证了激光与视觉相结合的道路边缘检测和车道边界检测系统的有效性。
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