Safety verification of ADAS by collision-free boundary searching of a parameterized catalog

Jinwei Zhou, Luigi Del Re

Research output: Chapter in Book/Report/Conference proceedingConference proceedingspeer-review

Abstract

This paper focuses on systematical evaluation of Advanced Driver Assistance Systems and Automated Driving Functions. To overcome the curse of dimensionality we propose to use a test case catalogue, which is proven to have a good coverage of critical traffic situation. Secondly, a method for assessment of safety performance is introduced. It is based on evaluating the performance limit of automated vehicle in a given test case and relating it to its overall exposure rate in real world traffic situations. Through a case study, the parametrization and generation of test scenarios and evaluation for an ADAS(ACC) system is presented.
Original languageEnglish
Title of host publicationThe 2018 American Control Conference
Number of pages6
Publication statusPublished - Jun 2018

Fields of science

  • 206002 Electro-medical engineering
  • 207109 Pollutant emission
  • 202 Electrical Engineering, Electronics, Information Engineering
  • 202027 Mechatronics
  • 202034 Control engineering
  • 203027 Internal combustion engines
  • 206001 Biomedical engineering

JKU Focus areas

  • Mechatronics and Information Processing

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