High Definition Map for Automated Driving: Overview and Analysis

被引:176
作者
Liu, Rong [1 ]
Wang, Jinling [1 ]
Zhang, Bingqi [2 ]
机构
[1] Univ New South Wales, Kensington, NSW, Australia
[2] China Transport Lelecommun & Informat Ctr, Beijing, Peoples R China
关键词
HD Map; Localisation; Automated driving; ROAD; LOCALIZATION; EXPERIENCE;
D O I
10.1017/S0373463319000638
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
As one of the key enabling technologies for automated driving, High Definition (HD) Maps have become a major research focus in recent years. While increasing research effort has been directed toward HD Map development, a comprehensive review of the overall conceptual framework and development status is still lacking. In this study, we start with a brief review of the highlights of navigation map history, and then present an extensive literature review of HD Map development for automated driving, focusing on HD Map structure, functionalities, and accuracy requirements as well as standardisation aspects. In addition, this study conducts an analysis of HD Map-based vehicle localisation. The numerical results demonstrate the potential capabilities of HD Maps. Some recommendations for further investigation are made.
引用
收藏
页码:324 / 341
页数:18
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