NVIDIA will lead the European Association of Automotive Suppliers (CLEPA) working group on highly connected automated vehicles. This group, which consists of European automotive suppliers, contributes to the development of new UNECE assessment methods for automated vehicles.
In addition to CLEPA, NVIDIA also works with key international organizations formulating standards and regulations for automated vehicles. These include the International Standards Organization (ISO), the United Nations Economic Commission of Europe (UNECE), National Highway Traffic Safety Administration (NHTSA), and the Association for Standardization of Automation and Measuring Systems (ASAM).
CLEPA is examining four main areas of validation: audit assessment, track testing, real world testing and virtual testing, or simulation. Simulation has become a powerful tool in automated vehicle development, and with platforms such as NVIDIA DRIVE Constellation, manufacturers can put their technology through many miles of driving—including rare and hazardous scenarios—in a fraction of the time it would take to travel those distances in the real world.
This capability is especially valuable for validation and verification. Regulators can design specific tests for edge cases or other situations that are difficult to recreate in the real world without putting other road users in danger.
By leading the CLEPA working group, NVIDIA can contribute its experience in developing the cloud-based DRIVE Constellation platform to formulate comprehensive standards for this type of virtual validation.
NVIDIA is also working with Association for Standardization of Automation and Measuring Systems (ASAM), a standardization organization based in Germany that includes experts from OEMs, Tier-1s, tool vendors, engineering service providers and research institutes, to update the language and testing standards for simulation testing.
Through this collaboration, NVIDIA is leading one of the working groups defining an open standard for creating simulation scenarios, describe road topology representation, sensor models, world models, as well as the criteria and key performance indices for the industry to advance validation methods for autonomous vehicle deployment.
Functional safety. ISO 26262 is the functional safety standard for today’s vehicles, covering the car’s hardware and low levels of software, defining specifications for parts to avoid causing failures. Automated vehicles, which rely on much higher levels of software and machine learning, require an entirely new way of thinking when it comes to functional safety.
To address this gap, the industry is developing a new standard, ISO 21448, known as Safety of the Intended Functionality (SOTIF). It seeks to avoid unreasonable risks that may occur, even if all of the vehicle components are operating correctly.
For example, if the deep neural networks operating in the vehicle misidentify a traffic sign or object in the road, it could create an unsafe situation even though the software has not malfunctioned.
Representatives from NVIDIA make up two of the seven official technical experts representing the US for ISO 26262 and SOTIF, including chairing the US Technical Advisory Group. NVIDIA is also the international lead for ISO 26262 Part 10, which provides guidance on how to implement the standard.