From simulation to the road: reproducible ADAS assessment, ground truth and CoP compliance from a single source

KPI-based vehicle testing and objectification for safe, comparable, and type-approval-compliant systems

The development of modern vehicles – particularly driver assistance systems – requires objective, reproducible, and regulatory-grade testing across all development phases. Subjective assessments, inconsistent test conditions, and missing reference data often lead to non-comparable results and increased validation effort.

We offer tailored vehicle testing and objectification on a KPI basis, to precisely and traceably assess ADAS functions, driving behavior, and system performance: from simulation to real-world testing.

Why Our Results Stand Up to Scrutiny

With our software solution MXeval, we turn measurement data into clear, comparable KPIs and enable consistent evaluation across simulation, HiL, DiL, and real-world driving.
Through close collaboration with accredited testing organizations, we ensure that all results are neutral, robust, and auditable – forming a solid basis for development, sign-off, and homologation.

V/V assurance of functions and systems

V/V assurance from simulation to real-world testing: graphic showing the transition from digital route simulation to a real test vehicle with sensor measurement equipment, with the test stages SiL, MiL, HiL, and real-world testing.

  • Continuous verification and validation of ADAS functions and the complete vehicle.
  • Seamless toolchain of SiL, MiL, HiL, and ground truth routes.
  • Early issue detection reduces prototype costs and development time.

Objective ADAS assessment based on defined KPIs

ADAS objectification during a test drive with capture and evaluation of objective KPIs in MXeval.

  • KPI-based target definition aligned with legislation, NCAP, and customer requirements.
  • Automated live evaluation with MXeval on ground truth routes.
  • Clear targets and optimization potential for focused ADAS development.

Sensor and system benchmarking under real-world conditions

Sensor benchmarking: test vehicle with sensor measurement equipment on the roof, surrounded by colored detection visualizations of nearby vehicles. Four panels below show example sensor output for camera, radar, lidar, and ultrasonic.

  • Systematic assessment of camera, radar, lidar, and ultrasonic sensors in functional context.
  • Ground truth map data and real-time analysis under real-world environmental conditions.
  • Transparent root-cause analysis identifies optimization needs in sensors or function.

CoP testing: ensuring conformity of Production

CoP test: row of identical test vehicles with sensor measurement equipment on the roof in front of a factory building, with an MdynamiX employee in the foreground checking a compliance checklist on a tablet.

  • Conformity testing of ADAS and software functions in accordance with EU 2018/858.
  • Automated test execution and evaluation with MXeval and accredited Technical Services.
  • Minimized compliance risk through defensible results and complete documentation.

Euro NCAP testing for targeted preparation for safety ratings

Euro NCAP test scenario: an MdynamiX test vehicle with sensor measurement equipment on the roof follows a Euro NCAP target vehicle, while a pedestrian dummy crosses the road. The Euro NCAP 'For Safer Cars' logo is visible in the image.

  • Standardized assessment of ADAS functions according to Euro NCAP criteria.
  • NCAP test library in MXeval for simulation, HiL, and real-world testing.
  • Early optimization reduces test effort and improves the Euro NCAP rating.

Ground truth mapping as the reference basis for simulation and real-world testing

Ground truth mapping: test vehicle with sensor measurement equipment on the roof driving down a street, overlaid with a colored point cloud capturing lane markings, traffic signs, buildings, and trees as digitized reference data.

  • Precise route digitization as a reliable reference basis for all tests.
  • Identical ground truth routes for virtual simulation and real-world testing.
  • Consistent results across all validation and objectification services.

Objektive Bewertung. Reproduzierbare Ergebnisse. Klare Entscheidungsgrundlagen.
Lassen Sie uns gemeinsam Ihre Test- und Absicherungsstrategie definieren.

Seda Aydogdu
Head of ADAS/AD & UX
+49 1515 0786 680
solution@mdynamix.de