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arXiv research

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1 result for “Software-in-the-Loop”

Controlled time series generation for automotive software-in-the-loop testing using GANscs.LG

This work uses GANs to generate realistic vehicle test inputs.

problem Lack of realistic input sequences for automotive testing.

method Applying GANs to learn from unlabeled in-vehicle signals and generate synthetic inputs.

result Improved virtual test coverage and reduced need for expensive field tests.

GANs Vehicle Testing Software-in-the-Loop Input Generation Unsupervised Learning

2020-02-16abs ↗pdf ↗