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High Definition Mapping for Inland Waterways: Techniques, Challenges and Prospects

Hösch, Lukas and Llorente, Alonso and An, Xiangdong and Llerena, Juan Pedro and Medina, Daniel (2023) High Definition Mapping for Inland Waterways: Techniques, Challenges and Prospects. 26th IEEE International Conference on Intelligent Transportation Systems ITSC 2023, 2023-09-24 - 2023-09-28, Bilbao, Spanien. doi: 10.1109/ITSC57777.2023.10422210.

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Abstract

Inland waterway transport (IWT) is an efficient way of mass good transportation with low energy consumption and reasonable ecological impact. As for other transport systems, there is a need for reliable advanced driver-assistance functions and increased autonomy. In this regard, High Definition (HD) Maps play a role by enhancing vessels’ localisation and perception capabilities. Obtaining HD Maps is an important step towards the ongoing digitalisation of water-based transport and forms the basis for assistant systems to captains of inland vessels or even higher automated ships. This work discusses the workflow for HD map generation by using vessels as information platforms (i.e., by having precise localisation and environment-detecting perception capabilities). An architecture for HD map generation from vessels provided with geodetic equipment for precise localisation and environment-detecting perception is presented. An overview on standard techniques for HD mapping within the automobile and robotics domain are discussed, as well as the particular challenges and needs present for water-based applications. Finally, the conceptual use and appropriate data exchange of HD Maps are drafted.

Item URL in elib:https://elib.dlr.de/199534/
Document Type:Conference or Workshop Item (Speech)
Title:High Definition Mapping for Inland Waterways: Techniques, Challenges and Prospects
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Hösch, LukasUNSPECIFIEDhttps://orcid.org/0000-0002-0656-6502UNSPECIFIED
Llorente, AlonsoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
An, XiangdongUNSPECIFIEDhttps://orcid.org/0000-0001-5190-9503UNSPECIFIED
Llerena, Juan PedroUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Medina, DanielUNSPECIFIEDhttps://orcid.org/0000-0002-1586-3269UNSPECIFIED
Date:24 September 2023
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI:10.1109/ITSC57777.2023.10422210
Status:Published
Keywords:HD Mapping, Inland waterway transport, global SLAM
Event Title:26th IEEE International Conference on Intelligent Transportation Systems ITSC 2023
Event Location:Bilbao, Spanien
Event Type:international Conference
Event Start Date:24 September 2023
Event End Date:28 September 2023
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - FuturePorts
Location: Neustrelitz
Institutes and Institutions:Institute of Communication and Navigation > Nautical Systems
Deposited By: Hösch, Lukas
Deposited On:29 Nov 2023 18:56
Last Modified:24 Apr 2024 21:00

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