High-definition map
A high-definition map (HD map) is a highly accurate map made for self-driving cars.[1] They have things not present on traditional maps.[2][3] HD maps are accurate at a centimetre level.[2][4]
HD maps are made using different sensors. These sensors include LiDARs, radars, digital cameras and GPS.[2][5][6] HD maps can also be made using aerial imagery.[7][8]
High-definition maps can include things like road shape, road marking, traffic signs and barriers.[3][9]
References
- ↑ Liu, Rong; Wang, Jinling; Zhang, Bingqi (27 August 2019). "High Definition Map for Automated Driving: Overview and Analysis". Journal of Navigation. 73 (2): 324–341. doi:10.1017/S0373463319000638. ISSN 0373-4633. S2CID 202906063.
- ↑ 2.0 2.1 2.2 Vardhan, Harsha (2017-09-22). "HD Maps: New age maps powering autonomous vehicles". Geospatial World. Retrieved 2021-01-20.
- ↑ 3.0 3.1 Matthews, Kayla (September 16, 2019). "What are HD maps, and how will they get us closer to autonomous cars?". EETimes. https://iot.eetimes.com/what-are-hd-maps-and-how-will-they-get-us-closer-to-autonomous-cars/.
- ↑ Jiao, J. (22 June 2018). "Machine Learning Assisted High-Definition Map Creation". 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC). Vol. 01. pp. 367–373. doi:10.1109/COMPSAC.2018.00058. ISBN 978-1-5386-2666-5. S2CID 52058583.
- ↑ "HD maps—the hidden sensors that help autonomous vehicles see round corners". Automotive World. 14 March 2019. Retrieved 2021-01-20.
- ↑ Mueck, Markus; Karls, Ingolf (9 January 2018). Networking vehicles to everything : evolving automotive solutions. Boston. ISBN 978-1-5015-0724-3. OCLC 1021887635.
- ↑ Javanmardi, Mahdi; Javanmardi, Ehsan; Gu, Yanlei; Kamijo, Shunsuke (2017-09-21). "Towards High-Definition 3D Urban Mapping: Road Feature-Based Registration of Mobile Mapping Systems and Aerial Imagery". Remote Sensing. 9 (10): 975. Bibcode:2017RemS....9..975J. doi:10.3390/rs9100975. ISSN 2072-4292.
- ↑ Zang, Andi; Xu, Runsheng; Li, Zichen; Doria, David (2017-11-07). "Lane boundary extraction from satellite imagery". Proceedings of the 1st ACM SIGSPATIAL Workshop on High-Precision Maps and Intelligent Applications for Autonomous Vehicles. Redondo Beach California: ACM. pp. 1–8. arXiv:2002.02362. doi:10.1145/3149092.3149093. ISBN 978-1-4503-5497-4. S2CID 11512991.
- ↑ Zang, Andi; Chen, Xin; Trajcevski, Goce (2018-06-05). "High definition maps in urban context". SIGSPATIAL Special. 10 (1): 15–20. doi:10.1145/3231541.3231546. ISSN 1946-7729. S2CID 47019015.
