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Beyond the Proving Ground: Independent Public-Road Testing of Assisted Lane Change Systems using LiDAR

arXiv · AI, language, vision and robotics · article · Aug 27, 2026 · UTC

Testing of commercial Advanced Driver Assistance Systems is essential to ensure safety and compliance during type approval and in service operation. However, proving ground scenarios may not reflect real world driving complexity, while geo fencing can require manufacturer collaboration and limit assessment independence. This work presents a methodology for independently testing Assisted Lane Change systems on public roads. A campaign on the A31 French motorway used a test vehicle equipped with a LiDAR based vehicle detection and tracking system. Tests covered combinations of inter vehicle dist

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Evidence & attribution

First collected: 2026-09-21T08:51:59.673Z. This is not the publication date.