Steering oscillation as an effect of cognitive delay in human drivers

Created by W.Langdon from gp-bibliography.bib Revision:1.4221

  author =       "Dipak G. Sharma and Rahadian Yusuf and Ivan Tanev and 
                 Katsunori Shimohara",
  booktitle =    "2016 55th Annual Conference of the Society of
                 Instrument and Control Engineers of Japan (SICE)",
  title =        "Steering oscillation as an effect of cognitive delay
                 in human drivers",
  year =         "2016",
  pages =        "229--236",
  abstract =     "We proposed an approach of applying genetic
                 programming (GP) to automatically develop a driving
                 agent - as a model of a human driver - that optimally
                 steers a realistically simulated car with an instant,
                 non-latent steering response. We verified the
                 hypothesis that introducing a delay in steering
                 response of the evolved model of human driver results
                 in well-expressed steering oscillations. The detection
                 of these oscillations could pave the way for an
                 early-warning of the inadequate cognitive load (as an
                 underlying cause of such delays) of driver in normal
                 driving conditions - well before an urgent response to
                 an eventual hazardous traffic situation is required.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/SICE.2016.7749225",
  month =        sep,
  notes =        "Also known as \cite{7749225}",

Genetic Programming entries for Dipak Gaire Sharma Rahadian Yusuf Ivan T Tanev Katsunori Shimohara