利用智能手机内嵌传感器实现6自由度定位的低成本3D移动地图系统

M. Yokozuka, N. Hashimoto, O. Matsumoto
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引用次数: 5

摘要

为了实现自动驾驶汽车在一个国家的任何地方运输,包含整个地区的地图是必要的。为了生成和更新大尺寸地图,地图系统的数量是一个重要的问题。为了引入大量的映射系统,系统的成本必须很小。本文介绍了一种利用智能手机进行定位的低成本移动地图系统。虽然智能手机的定位功能可以准确地探测到行人的位置,但其精度不足以生成包含障碍物的自动驾驶地图。为了提高智能手机定位的精度,本文采用了一种捆绑调整方法,通过融合多个传感器数据来改善定位结果。实验结果表明,所提出的低成本地图绘制系统能够生成精确的自动驾驶地图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low-cost 3D mobile mapping system by 6 DOF localization using smartphone embedded sensors
To realize auto-driving vehicles transporting to anywhere in a country, a map containing the whole regions is necessary. In order to generate and update the big size map, number of mapping systems is an important matter. To introduce a large number of mapping systems, the costs of a system must be small. This paper describes a low-cost mobile mapping system employing a smartphone for positioning. Although the positioning function of smartphones is accurate enough to detect a self-position for pedestrian navigation, however, the accuracy is not enough to generate maps that contain obstacles for auto-driving. To gain accuracy of the positioning employing a smartphone, this paper uses a bundle adjustment that improves positioning results by fusing multiple sensor data. From experimental results, the proposed low-cost mapping system can generate an accurate map for auto-driving use.
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