In the ADAS/AD environment in particular, many critical scenarios, such as traffic blocks that appear without warning, are difficult to predict – which requires far-sighted test planning.
Maximizing Coverage
It is crucial to cover the maximum number of specific cases with the minimum number of tests. This increases the quality regarding coverage, and efficiency in terms of time and costs.
Balance Between Frontloading and Road Test
In order to support general frontloading, the anticipation of activities in the early stages of the development process, it is necessary to cleverly combine test options – such as SiL/HiL and vehicle tests. This avoids unnecessary loops, making verification and validation as efficient as possible.
Edge and Corner Cases (Critical Scenarios)
There are situations that occur outside of the normal parameters, such as cutting corners sharply while braking at the same time. These edge and corner cases must be identified and mapped in order to safeguard the ADAS/AD systems accordingly.
To reduce test cases and define relevant ones, we offer unique, efficient methods in the field of verification and validation.
Verification This concerns whether the system requirements from the system design have been implemented correctly. With our expert knowledge and our methods for guaranteeing full coverage and traceability of system requirements, the test catalogs are generated using proven tools and methods.
Validation Here, we assume the end user perspective and ensure that the correct functions have been implemented. In doing so, we challenge the system to cover as many situations as possible that it might encounter during its lifetime in the various markets.
Ontology-based approach An ontology-based approach for generating test cases is used to derive additional links and consequences of traffic activities and behavior. These enable the environmental condition to be captured in detail. Collecting and learning such concepts allow relevant test scenarios to be created more easily, providing you with more precise feedback on the systems tested.
Game-based approach Using a game-based approach, environmental parameters and the behavior of road users and their interactions are changed purposefully to bring about critical driving scenarios. The system to be tested plays against the environment, as it were. Guided by reward metrics, the system is challenged by generating abnormal behavior from road users or other unsafe situations.
Test Catalogs
Our comprehensive test catalogs keep a precise record of content to be tested, including the traceability to the system requirements.
Requirements-Based Test Plans
In alignment with vehicle and system development plans, we create clear, project-specific test plans and a specific timeline.
Definition of Ideal Test Environments
We state specifically what should be tested, when, and in which test environment – with the respective advantages and limitations.
Related Topics
We are constantly working on new solutions. The following might be interesting for you:
Helping You Get Vehicles with ADAS/AD Features Safely to Market
To validate your ADAS/AD systems, we provide engineering services with proven processes, methods, and tools that allow us to cover the entire spectrum effectively and efficiently – from preparation and execution to evaluation of results.
With the new vehicle engineering center, AVL established a unique engineering facility to test conventional and future vehicles in Zalaegerszeg, Hungary.
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