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大範圍定位與建立地圖

Large Scale Localization and Mapping

摘要


近年來,自動駕駛成為最熱門的議題之一,在此篇文章我們從無人車實現的角度,對於大範圍定位與建立地圖技術解釋其重要性,並對其原理做說明,概述了幾種不同的實現方法,也對一些著名的大範圍定位實驗及業界發展狀態做介紹,討論其未來的挑戰和方向。

並列摘要


In recent years, autonomous driving has become one of the hottest and popular topics. In this article, we explain the importance of large scale localization and mapping technology from the perspective of self-driving cars technology. It also explains principle and outlines several different methods for implementation. In this paper, we also introduce some well-known experiments of localization and mapping as well as the status of this industry development. We conclude by the discussion about their future challenges and directions.

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