Virtual radar simulations for interior sensing
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Program
Communication Engineering (MPCOM), MSc
Publicerad
2025
Författare
Mallipudi Venkata Satya, Surya Naga Maruthi Ramya
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
This master’s thesis investigates the validation of radar simulation data for in-cabin
sensing applications, utilizing AVxcelerate by Ansys to replicate and test real radar
scenarios virtually. The research primarily focuses on comparing virtual radar readings from the simulation environment with real radar measurements gathered in a lab
setting, aiming to ensure accuracy and consistency in radar data for future in-cabin
safety applications. In this study, a controlled environment was established to minimize discrepancies between simulated and real-world conditions, with experiments
conducted on a single target in two scenarios: stationary and controlled motion.
Data from both settings were analyzed to assess the reliability of the simulation
for representing real-world radar behavior. The findings contribute foundational insights for advancing radar-based occupant monitoring systems, supporting features
like driver drowsiness detection and child presence alerts in automotive interiors.
Beskrivning
Ämne/nyckelord
Radar Simulation Software, Real Radar Sensor, Real Radar Data, Lab Environment, Simulation Environment, Virtual Radar Data, Data Comparison