Concrete Scenarios from the highD Dataset According to the ALKS Regulation UNECE R157 in OpenX

In which scenarios do we need to test automated driving systems?

The UNECE R157 ALKS Regulation is providing a list of scenarios, which need to be tested for the introduction of Level 3 Automated Lane Keeping Systems. The Regulation, however, is missing the required parameterization necessary for test case generation. To overcome this, we incorporate the exposure and consider realistic traffic behavior by extracting concrete scenarios according to Regulation’s scenario definition from our established naturalistic highway dataset highD. We extracted over 340 concrete scenarios within the ODD of ALKS and are making them available for free in OpenScenario calling it the ConScenD dataset. You can easily try out our scenarios using the open source simulation tools CARLA and esmini.

You can request the dataset for free below.

More Scenarios Needed?

We have more scenario data from Germany and from around the world.

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Citation

Our paper introducing the dataset and the used methods is submitted to IEEE IV 2021. A preprint on arXiv.org is available here. To reference the dataset, please cite this publication:

@inproceedings{conscend,title={ The ConScenD Dataset: Concrete Scenarios from the highD Dataset According to ALKS Regulation UNECE R157 in OpenX},author={ Tenbrock, Alexander and König, Alexander and Keutgens, Thomas and Bock, Julian and Weber, Hendrik and Krajewski, Robert and Zlocki, Adrian },year={2021}

Terms and Conditions

This dataset is made freely available. Permission is granted to use the data given that you agree:

1. That the dataset comes “AS IS”, without express or implied warranty. Although every effort has been made to ensure accuracy, we (fka) do not accept any responsibility for errors or omissions.

2. That you include a reference to the ConScenD Dataset in any work that makes use of the dataset. For research papers, cite our preferred publication as listed on our website; for other media cite our preferred publication as listed on our website or link to the levelXdata website.

3. That you do not distribute this dataset or modified versions.

4. That all rights not expressly granted to you are reserved by us.

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