An hybrid simulation tool for autonomous cars in very high traffic scenarios

Mario Garzón 1 Anne Spalanzani 1
1 CHROMA - Robots coopératifs et adaptés à la présence humaine en environnements dynamiques
CITI - CITI Centre of Innovation in Telecommunications and Integration of services, Inria Grenoble - Rhône-Alpes
Abstract : This article introduces an open source tool for simulating autonomous vehicles in complex, high traffic, scenarios. The proposed approach consists on creating an hybrid simulation, which fully integrates and synchronizes two well known simulators: a microscopic, multi-modal traffic simulator and a complex 3D simulator. The presented software tool allows to simulate an autonomous vehicle, including all its dynamics, sensors and control layers, in a scenario with a very high volume of traffic. The hybrid simulation creates a bi-directional integration, meaning that, in the 3D simulator, the ego-vehicle sees and interacts with the rest of the vehicles, and at the same time, in the traffic simulator, all additional vehicles detect and react to the actions of the ego-vehicle. Two interfaces, one for each simulator, where created to achieve the integration, they ensure the synchronization of the scenario, the state of all vehicles including the ego-vehicle, and the time. The capabilities of the hybrid simulation was tested with different models for the ego-vehicle and almost 300 additional vehicles in a complex merge scenario.
Complete list of metadatas

Cited literature [7 references]  Display  Hide  Download

https://hal.inria.fr/hal-01872095
Contributor : Mario Andrei Garzon Oviedo <>
Submitted on : Tuesday, September 11, 2018 - 3:55:14 PM
Last modification on : Thursday, April 11, 2019 - 12:04:14 PM
Long-term archiving on : Wednesday, December 12, 2018 - 4:45:02 PM

File

ICARCV_2018.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01872095, version 1

Collections

Citation

Mario Garzón, Anne Spalanzani. An hybrid simulation tool for autonomous cars in very high traffic scenarios. ICARCV 2018 - 15th International Conference on Control, Automation, Robotics and Vision, Nov 2018, Singapore, Singapore. pp.1-6. ⟨hal-01872095⟩

Share

Metrics

Record views

433

Files downloads

516