Overview
Project duration
01.01.2020 - 30.05.2022
Funded by
Interreg V (Germany-Netherland)
internal cooperation
very close cooperation with Prof. Dr. Rolf Becker
project website
Short description
As part of the VISTA project, an innovative assistance system is being developed to support drivers in the truck loading dock process. In field studies and also using a VR simulator developed in-house, multi-modal data from the drivers are recorded, combined using cross-modal learning and are finally used to model the typical behavior of an experienced truck driver using recurrent neural networks (LSTM, Echo State Networks).
Our part
VR Simulation
Partners
Description
As part of the VISTA project, an innovative assistance system is being developed to support drivers in the truck loading dock process. In field studies and also using a VR simulator developed in-house, multi-modal data from the drivers are recorded, combined using cross-modal learning and are finally used to model the typical behavior of an experienced truck driver using recurrent neural networks (LSTM, Echo State Networks).
Impressions & Documents