• DocumentCode
    2027179
  • Title

    GPU accelerated ray launching for high-fidelity virtual test drives of VANET applications

  • Author

    Schiller, Manuel ; Knoll, Alois ; Mocker, Marina ; Eibert, Thomas

  • Author_Institution
    Lehrstuhl fur Echtzeitsysteme und Robotik, Tech. Univ. Munchen, Munich, Germany
  • fYear
    2015
  • fDate
    20-24 July 2015
  • Firstpage
    262
  • Lastpage
    268
  • Abstract
    Due to the complexity of Vehicular Ad Hoc Networks, future driving assistance systems need to be validated through virtual test drives in a simulated environment. An accurate modeling of the vehicle-to-vehicle communication channel is crucial to enable a precise evaluation of such network-aware applications. Since existing ray-based methods cause long computation times, a new parallel GPU-based ray-launching simulation method is presented. The algorithmic improvements allow a high utilization of the GPU computing power, which results in significantly faster simulations while achieving high accuracy. The validation of the simulation results against real-world measurements showed a high level of agreement.
  • Keywords
    digital simulation; driver information systems; graphics processing units; network operating systems; telecommunication channels; vehicular ad hoc networks; GPU accelerated ray launching; GPU computing power; VANET applications; driving assistance systems; high-fidelity virtual test drives; network-aware applications; parallel GPU-based ray-launching simulation method; ray-based methods; vehicle-to-vehicle communication channel; vehicular ad hoc networks; Computational modeling; Diffraction; Graphics processing units; Ray tracing; Receivers; Transmitters; Vehicles; GPU computing; Radio Propagation Simulation; Ray launching; VANET; Vehicular Communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing & Simulation (HPCS), 2015 International Conference on
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4673-7812-3
  • Type

    conf

  • DOI
    10.1109/HPCSim.2015.7237048
  • Filename
    7237048