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

  • Technical University of Munich

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

21 Scopus citations

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.

Original languageEnglish
Title of host publicationProceedings of the 2015 International Conference on High Performance Computing and Simulation, HPCS 2015
EditorsWaleed W. Smari, Vesna Zeljkovic
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages262-268
Number of pages7
ISBN (Electronic)9781467378123
DOIs
StatePublished - 2 Sep 2015
Event13th International Conference on High Performance Computing and Simulation, HPCS 2015 - Amsterdam, Netherlands
Duration: 20 Jul 201524 Jul 2015

Publication series

NameProceedings of the 2015 International Conference on High Performance Computing and Simulation, HPCS 2015

Conference

Conference13th International Conference on High Performance Computing and Simulation, HPCS 2015
Country/TerritoryNetherlands
CityAmsterdam
Period20/07/1524/07/15

Keywords

  • GPU computing
  • Radio Propagation Simulation
  • Ray launching
  • VANET
  • Vehicular Communication

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