3 papers
cs.SE2022
Setting AI in context: A case study on defining the context and operational design domain for automated driving
Hans-Martin Heyn, Padmini Subbiash, Jennifer Linder +2
[Context and motivation] For automated driving systems, the operational context needs to be known in order to state guarantees on performance and safety. The operational design dom…
cs.LG2021
Requirement Engineering Challenges for AI-intense Systems Development
Hans-Martin Heyn, Eric Knauss, Amna Pir Muhammad +5
Availability of powerful computation and communication technology as well as advances in artificial intelligence enable a new generation of complex, AI-intense systems and applicat…
eess.SP2019
Radar Interference Mitigation for Automated Driving
Canan Aydogdu, Gisela K. Carvajal, Olof Eriksson +7
Autonomous driving relies on a variety of sensors, especially on radars, which have unique robustness under heavy rain/fog/snow and poor light conditions. With the rapid increase o…