Model-Based Hyper Scalable Assessment of Automated Vehicle Functions

Samsung DRVLINE™ is a platform for building advanced driver-assistance systems (ADAS), built with a philosophy of being open, modular, and scalable. The platform is designed to accommodate a wide range of automated driving requirements, from ADAS and scaling upwards to support full autonomy. DRVLINE is both a hardware and a software solution. As a relevant part of the DRVLINE solution, it's important to offer developers the possibility to adopt Model-Based Design and access simulation and testing tools, but in a modern and scalable way. To achieve that objective, a DRVLINE Toolbox for Simulink^® was developed, integrating all the relevant elements of the toolchain in a single docker container. That container can be installed on developers’ machines or deployed in a server farm for parallel execution to seamlessly enable two major use cases: a convenient way to develop vehicle functions using a Model-Based approach in a developer’s machine, and deploy the container with the function under test in a cluster and explore the parameter space to detect defects. This way, in a code-free fashion, we can help rapid exploration of new functional features as well as provide a comprehensive environment for a deep functional verification.