arXiv:2608.26669cs.ROcs.CV2026-08

用激光雷达在真实道路测试辅助变道系统合规性,发现9次违规变道。

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

  • 在法国A31高速上用激光雷达独立检测变道系统性能。
  • 27次测试中9次未按法规要求抑制变道,6次违反最小安全距离。
  • 首次公开道路实测验证了法规安全距离要求,适合监管与车企参考。

商用车辆高级驾驶辅助系统的测试对确保型式认证和运行安全至关重要。然而,试车场场景难以反映真实道路复杂性,而地理围栏需厂商配合且限制评估独立性。本文提出一种在公共道路上独立测试辅助变道系统的方法。在法国A31高速公路开展测试,使用搭载激光雷达车辆检测与跟踪系统的测试车,覆盖测试车与被超越车辆之间的多种间距与速度组合。通过实时动态全球导航卫星系统接收机评估检测与跟踪性能。记录的变道轨迹与UNECE第79号法规规定的变道抑制要求进行对比。27个预设变道动作中,18次完成,9次被抑制;其中6次系统允许的变道未满足法规规定的最小距离要求,3次偏差在考虑测量不确定性后仍具统计显著性。据作者所知,这是首个专为评估辅助变道系统是否符合第79号法规安全距离要求而设计的公共道路测试活动。结果表明激光雷达传感适用于此类评估,该方法可支持市场监督与未来法规修订,揭示审批流程未覆盖的真实世界行为。

原文摘要 · Abstract (English)

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 distance and speed between the test vehicle and the take over vehicle. Real time kinematic global navigation satellite system receivers assessed detection and tracking performance. Recorded lane change trajectories were compared with the lane change suppression requirements of UNECE Regulation Number 79. Of 27 predefined lane change manoeuvres, 18 were completed and 9 suppressed. In 6 cases, the system allowed manoeuvres that did not meet regulatory minimum distance requirements. In 3 cases, the deviation remained statistically significant after accounting for measurement uncertainty. To the authors knowledge, this is the first public road campaign designed to assess Assisted Lane Change compliance with Regulation Number 79 safety distance requirements. The results demonstrate the suitability of LiDAR based sensing for this purpose. The methodology can support market surveillance and future regulatory revisions by revealing real world behaviours not covered by approval procedures.

自动驾驶激光雷达法规测试变道系统

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