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ADAS TESTING IN CANADA: COULD PARTIAL AUTOMATION MAKE OUR ROADS SAFER?

机译:ADAS在加拿大测试:部分自动化可以让我们的道路更安全吗?

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As part of an ongoing effort to further improve the safety of its road transportation system, Transport Canada (TC) has been evaluating Advanced Driver Assistance Systems (ADAS) for a number of years now. The main objective of this paper is to determine the potential of ADAS technology in reducing fatalities and injuries on Canadian roadways while using proven international test protocols and certified test equipment. The findings will be used to provide science-based evidence in support of future regulatory, research and policy development. Results from this study clearly demonstrated that Automatic Emergency Braking (AEB) and Pedestrian AEB (P-AEB) technologies can provide significant improvements in terms of collision mitigation which can directly result in reduced road fatalities and injuries. These findings are also in line with those of studies based on real-World data predicting significant reductions in rear-end collisions due to AEB deployment. Nonetheless, this ADAS program also exposed an important number of flaws and performance variability. While the best AEB and P-AEB systems were able to fully avoid collisions with vehicles and pedestrians at speeds up to 60 kilometers per hour (km/h), others were challenged at speeds below 10 km/h. Also, a few P-AEB systems were never able to avoid a collision with a pedestrian despite manufacturers' claims of pedestrian avoidance capabilities. Scenarios replicating AEB activation in moving traffic showed that most systems unnecessarily came to a full stop rather than match the speed of vehicles they detected on their path, potentially generating higher safety concerns than those they were designed to prevent in high density traffic. Finally, due to variability in test results and overall unpredictable system behaviour, it was not possible to gather enough data to confidently assess the potential safety benefits associated with Lane Support Systems (LSS). AEB, P-AEB and LSS are essential components of automated driving systems which will need to reliably brake and steer at all time to safely avoid other road users. That level of performance is not yet evident from the extensive testing carried out within this project. Substantial progress is therefore needed to reach the level of detection, braking and steering performance that will be required to make commercial automated driving systems a reality.
机译:作为进一步努力进一步提高其道路运输系统安全的一部分,运输加拿大(TC)一直在评估现代多年的先进驾驶援助系统(ADAS)。本文的主要目标是确定ADAS技术在使用经过验证的国际测试协议和认证测试设备的同时减少加拿大道路的死亡和伤害的潜力。调查结果将用于提供基于科学的证据,以支持未来的监管,研究和政策制定。本研究的结果清楚地表明,自动应急制动(AEB)和行人AEB(P-AEB)技术可以在碰撞缓解方面提供显着改进,这可以直接导致道路死亡率降低和损伤。这些发现也与基于现实世界数据的研究相符合,预测由于AEB部署导致的后端碰撞中的显着减少。尽管如此,此ADAS计划还暴露了一个重要的缺陷和性能变化。虽然最好的AEB和P-AEB系统能够完全避免与车辆和行人的速度,每小时60公里(KM / h),但其他人以低于10公里/小时的速度挑战。此外,尽管制造商的行人避免能力的索赔,但几个P-AEB系统从未避免与行人碰撞。复制ABB激活在移动流量中的场景显示,大多数系统不必要地来到全部停止,而不是匹配他们在路径上检测到的车辆的速度,可能会产生比它们所设计的更高的安全问题,以防止高密度流量。最后,由于测试结果的可变性和总体不可预测的系统行为,无法收集足够的数据来自信地评估与车道支持系统(LSS)相关的潜在安全益处。 AEB,P-AEB和LSS是自动化驾驶系统的基本组件,需要在所有时间可靠地制动和转向,以安全地避开其他道路使用者。从该项目中进行的大量测试,这种表现尚不明显。因此,需要实质性进展来达到将商业自动化驾驶系统成为现实所需的检测,制动和转向性能。

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