Wang Weijie, Zheng Chundi, Wu Houping, Feng Guojin, Sun Ruoduan, Liang Tao, Xie Xikuai, Zhang Qiaoxiang, He Yingwei, Gan Haiyong
Optics Division, National Institute of Metrology, Beijing 100029, China.
College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.
Sensors (Basel). 2025 Aug 19;25(16):5145. doi: 10.3390/s25165145.
To address the growing need for field calibration of the optical properties of pedestrian targets used in autonomous emergency braking (AEB) tests, a novel three-dimensional multi-faceted standard body (TDMFSB) was developed. A camera-based analytical algorithm was proposed to evaluate the bidirectional reflectance distribution function (BRDF) characteristics of pedestrian targets. Additionally, a field calibration method applied in AEB testing scenarios (CPFAO and CPLA protocols) on one new and one aged typical pedestrian target of the same type revealed a 21% decrease in the BRDF uniformity of the aged target compared to the new one, confirming optical degradation due to repeated "crash-scatter-reassembly" cycles. The surface wear of the aged target on the side facing the vehicle produced a smoother surface, increasing its BRDF magnitude by 25% compared to the new target and making it easily detectable by the vehicle's perception system. This led to "reverse scoring," a safety risk in performance evaluation, necessitating timely calibration of AEB pedestrian targets to ensure reliable test results. The findings provide valuable insights into the development of regulatory techniques, evaluation standards, and technical specifications for test targets and offer a practical path toward full-life-cycle traceability and quality control.
为满足自动驾驶紧急制动(AEB)测试中行人目标光学特性现场校准日益增长的需求,开发了一种新型三维多面标准体(TDMFSB)。提出了一种基于相机的分析算法来评估行人目标的双向反射分布函数(BRDF)特性。此外,在一个新的和一个老化的同类型典型行人目标上,应用于AEB测试场景(CPFAO和CPLA协议)的现场校准方法显示,老化目标的BRDF均匀性比新目标降低了21%,证实了由于重复的“碰撞-散射-重新组装”循环导致的光学退化。老化目标面向车辆一侧的表面磨损产生了更光滑的表面,与新目标相比,其BRDF幅值增加了25%,使其易于被车辆的感知系统检测到。这导致了“反向评分”,这是性能评估中的一种安全风险,因此需要及时校准AEB行人目标以确保可靠的测试结果。这些发现为测试目标的监管技术、评估标准和技术规范的发展提供了有价值的见解,并为全生命周期可追溯性和质量控制提供了一条实用途径。