hours in traffic delays each year, increasing fuel costs and vehicle emissions. Automated driving systems have the potential to improve efficiency and convenience.Safety has always been a top concern for the automotive industry. Now that the global intelligent EV market has taken hold, many original equipment manufacturers have entered the autonomous driving technologies field. Unfortunately, accidents have been a product of the competition.
What’s missing with functional safety standards is the ability to gauge the system’s capability of handling the highly dynamic external environment, such as the system’s capability of detecting a pedestrian during heavy rain. Such safety of the intended functionality must include proper situational awareness in order to be safe and have the capability of detecting obstacles under different situations.analysis by Dr.
A digital twin would need precise 3D models of the environments that render the same geographical and geometrical properties as the physical counterparts. Then physical processes of object movements, collisions, and sensing would be faithfully modeled in the digital twin. By modeling the interactions between autonomous vehicles and physical environments as a search problem, a digital twin can explore and discover hidden corner cases, thus further improving safety coverage.“How safe is safe enough?” and “How do autonomously driven vehicles perform compared to a human driver?” are questions frequently asked across the autonomous driving industry.in the answers to these questions.
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