Using digital twins within a simulated environment helps customers monitor disengagements of their AV stack in a virtual world before moving to the physical proving grounds. By reaching the desired test coverage level without disengagements, the vehicle will be ready to move to the next stage, saving costs and time.

Siemens Digital Industries Software offers a closed loop model-based engineering process and toolchain for the development of autonomous vehicle technology, from chip to city, meeting the challenges of the upcoming revolutions in people transportation. Siemens solutions enable functionality in applications such as connected cars and smart cities, automated driving, electric powertrain, integrated safety, factory and fleet management, and more. We work with players throughout the transportation ecosystem, including car companies and suppliers, software and tech companies, automated vehicle startups, public transportation agencies, and government decision-makers.

Directly include a wide variety of top-notch sensor models in your simulations during the development of automated vehicles. The Simcenter sensor portfolio fully supports the development needs of automotive sensor suppliers, R&D applications at OEMs and Tier 1 suppliers, and series development of next-generation automated vehicles. Sensor models can be found in four main categories: ideal or ground truth sensors, probabilistic sensor models, detailed sensor models, and physics-based sensor models.