Steffen Metzner

Steffen Metzner is a global product manager at AVL, where he specializes in ADAS and autonomous driving testing solutions. His expertise lies in high-precision environmental reference systems and developing reliable validation processes for advanced vehicle technologies. With a focus on addressing challenges in data collection and ensuring the accuracy of testing campaigns, Metzner combines technical knowledge and practical experience to support the development of safe and efficient automated systems.

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Presentation

Efficient mining of relevant scenarios from data collection to processing

High-quality data collection and selection are the cornerstones of ADAS and autonomous driving development. This presentation explores key prerequisites for successful test drives on public roads, focusing on ensuring data completeness, consistency and relevance. Topics include reference sensor calibration, field-of-view simulation and real-time diagnostics. Additionally, the presenter will discuss strategies for selecting relevant data during collection and after ingesting with pre-selection algorithms to optimize storage and processing. Attendees will gain practical insights to overcome technical challenges and streamline the data pipeline for cost-sensitive system performance.