Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving

This work proposes a system for direct localization in HD planning maps and their continuous verification far ahead of the vehicle using only on-board sensors and processing, offering a new level of reliability for semantic HD maps. By detecting map elements with human-like accuracy in up to 180 m d...

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第一著者: Pauls, Jan-Hendrik
フォーマット: Online
言語:英語
出版事項: KIT Scientific Publishing 2026
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オンライン・アクセス:ONIX_20260323T152922_9783731514510_2
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author Pauls, Jan-Hendrik
author_browse Pauls, Jan-Hendrik
author_facet Pauls, Jan-Hendrik
author_sort Pauls, Jan-Hendrik
collection Directory of Open Access Books
description This work proposes a system for direct localization in HD planning maps and their continuous verification far ahead of the vehicle using only on-board sensors and processing, offering a new level of reliability for semantic HD maps. By detecting map elements with human-like accuracy in up to 180 m distance and achieving globally probabilistically optimal data association in real time, it achieves a localization accuracy of about 2 cm and 0.02° even in outdated maps.
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institution Directory of Open Access Books
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publishDate 2026
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spelling doab-20.500.12854ir-1743002026-03-24T06:54:40Z Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving Pauls, Jan-Hendrik Autonomes Fahren Autonomous driving Data association Datenassoziation High definition (HD) maps Hochaufgelöste (HD) Karten Localization Lokalisierung Simultane Lokalisierung und Kartierung (SLAM) Simultaneous localization and mapping (SLAM) thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering This work proposes a system for direct localization in HD planning maps and their continuous verification far ahead of the vehicle using only on-board sensors and processing, offering a new level of reliability for semantic HD maps. By detecting map elements with human-like accuracy in up to 180 m distance and achieving globally probabilistically optimal data association in real time, it achieves a localization accuracy of about 2 cm and 0.02° even in outdated maps. 2026-03-24T06:54:33Z 2026-03-24T06:54:33Z 2026-03-23T15:33:23Z 2026 book ONIX_20260323T152922_9783731514510_2 1613-4214 (Online) https://library.oapen.org/handle/20.500.12657/112159 9783731514510 https://directory.doabooks.org/handle/20.500.12854/174300 eng Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/112159/1/9783731514510.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000183864 10.5445/KSP/1000183864 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514510 KIT Scientific Publishing 354 Karlsruhe, Germany open access
spellingShingle Autonomes Fahren
Autonomous driving
Data association
Datenassoziation
High definition (HD) maps
Hochaufgelöste (HD) Karten
Localization
Lokalisierung
Simultane Lokalisierung und Kartierung (SLAM)
Simultaneous localization and mapping (SLAM)
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering
Pauls, Jan-Hendrik
Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title_full Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title_fullStr Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title_full_unstemmed Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title_short Continuous Verification and Safe Localization in Semantic High Definition Maps for Automated Driving
title_sort continuous verification and safe localization in semantic high definition maps for automated driving
topic Autonomes Fahren
Autonomous driving
Data association
Datenassoziation
High definition (HD) maps
Hochaufgelöste (HD) Karten
Localization
Lokalisierung
Simultane Lokalisierung und Kartierung (SLAM)
Simultaneous localization and mapping (SLAM)
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering
topic_facet Autonomes Fahren
Autonomous driving
Data association
Datenassoziation
High definition (HD) maps
Hochaufgelöste (HD) Karten
Localization
Lokalisierung
Simultane Lokalisierung und Kartierung (SLAM)
Simultaneous localization and mapping (SLAM)
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering
url ONIX_20260323T152922_9783731514510_2
work_keys_str_mv AT paulsjanhendrik continuousverificationandsafelocalizationinsemantichighdefinitionmapsforautomateddriving