Martin Holder, Visiting Student Researcher in the Stanford Intelligent Systems Lab and Research Assoate and PhD candidate at the Institute of Automotive Engineering . TU Darmstadt, Germany discusses the role of perception sensor models within the toolchain for virtual testing of automated driving. He focuses on ongoing research on sensor modeling for radar and lidar sensors and structures open issues.