How to Drive -- An Ability-based Description of Autonomous, Remote and Human Driving

Fuente: arXiv
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Autori principali: Pfab, Florian, Gehrke, Nils, Diermeyer, Frank
Natura: Preprint
Pubblicazione: 2024
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author Pfab, Florian
Gehrke, Nils
Diermeyer, Frank
author_facet Pfab, Florian
Gehrke, Nils
Diermeyer, Frank
contents The development of autonomous and remote-operated driving systems requires extensive stakeholder analyses, requirement engineering, and formalized system descriptions. This is necessary to guarantee the success of the final product after the expensive and time-consuming development phase. To integrate a formalized description of the required abilites of the system, ability graphs have been proposed in the literature. Up to this date, however, this ability graph has only been used to model less complicated driver assistance systems in the literature. This work aims to introduce the value of an ability graph-based description of complex driving systems. This is achieved by successfully demonstrating and discussing a method for constructing a holistic ability graph capable of describing the entirety of abilities required for any driving system.
format Preprint
id arxiv_https___arxiv_org_abs_2406_12669
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle How to Drive -- An Ability-based Description of Autonomous, Remote and Human Driving
Pfab, Florian
Gehrke, Nils
Diermeyer, Frank
Robotics
The development of autonomous and remote-operated driving systems requires extensive stakeholder analyses, requirement engineering, and formalized system descriptions. This is necessary to guarantee the success of the final product after the expensive and time-consuming development phase. To integrate a formalized description of the required abilites of the system, ability graphs have been proposed in the literature. Up to this date, however, this ability graph has only been used to model less complicated driver assistance systems in the literature. This work aims to introduce the value of an ability graph-based description of complex driving systems. This is achieved by successfully demonstrating and discussing a method for constructing a holistic ability graph capable of describing the entirety of abilities required for any driving system.
title How to Drive -- An Ability-based Description of Autonomous, Remote and Human Driving
topic Robotics
url https://arxiv.org/abs/2406.12669