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When designing the Sim4CAMSens Winter testing campaign, as with any real world test work, one of the key concerns was to minimise the number of variables that could impact the experiments.

The report provides a comprehensive overview of the UK’s current capabilities, challenges, and opportunities in the field of automotive perception sensors

Specifically testing standards and procedures for automotive cameras (Section 2), LiDARs (Section 3), and RADARs

This report systematically examines the effects of environmental noise factors, specifically LiDAR occlusion with clear and muddy water droplets.

This report presents a comprehensive overview of the current and emerging landscape of automotive perception sensors, together with the standards that govern their development, integration, and validation.

Replacing human perception with automation has the potential to increase road safety by reducing the number of collisions