Advanced verification and validation for innovative autonomous vehicle systems
With higher levels of automation and the exploding complexity of autonomous driving systems, proving that an autonomous vehicle (AV) or system meets safety requirements will require a model-based development approach in virtual verification cycles. With advanced veriﬁcation and validation solutions in a simulation environment, automotive manufacturers will be able to replace a lot of the costly and time-consuming conventional testing on roads.
Discover advanced verification and validation solutions that help ensure autonomous vehicles are safe to go to market under all conditions— Download the eBook now!
Optimize validation processes to meet industry standards and regulations
Increasing levels of automation bring new challenges for automotive manufacturers to meet industry standards and regulations. Extensively testing the safety and reliability of autonomous driving systems against these standards will be vital to creating the trust consumers need. To be able to do that, AV systems should be tested against a massive number of critical scenarios. Simulation is the only way to reach the test coverage required to feel confident these systems are ready to go to market.
Capture real-life data and leverage testing scenarios in AV development
Siemens offers solutions to capture, store and analyze real-life raw sensor data to establish a comprehensive scenario database. Critical scenarios or corner cases can be created Using AI technology and combing physics-based static and dynamic world information. By leveraging comprehensive world models, engineers can optimize autonomous driving system designs, train neural networks, and perform extensive verification and validation using physics-based, high fidelity level simulation tools.
Enhance efficiency, productivity, and innovation across the enterprise
Using performance data to drive smarter decisions, Siemens oﬀers advanced veriﬁcation and validation solutions for AV development. It provides an integrated tool suite of simulation, test, and engineering services supporting a continuous, closed-loop development process in a comprehensive digital twin. With Siemens Autonomous Vehicle Development solution, development teams are enabled to stay integrated from start to ﬁnish, enhancing eﬃciency, productivity, and innovation across the enterprise.
Download the eBook to learn more about how advanced veriﬁcation and validation solutions leverage performance data to drive smarter decisions in autonomous vehicle development.