Steering oscillation as an effect of cognitive delay in human drivers

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{Sharma:2016:SICE,

• 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

Citations