Different Intelligent Approaches for Modeling the Style of Car Driving

Jose Aguilar, Kristell Aguilar, Danilo Chávez, Jorge Cordero, Eduard Puerto

Abstract

In this paper, we propose a hierarchical pattern of the style of driving, which is composed of three levels, one to recognize the emotional state, other to recognize the state of the driver, and finally, the last one corresponds to the style of driving. Each level is defined by different types of descriptors, which are perceived in different multi-modal ways (sound, vision, etc.). Additionally, we analyze three techniques to recognize the style of driving, using our hierarchical pattern, one based on fuzzy logic, another based on chronicles (a temporal logic paradigm), and another based on an algorithm that models the functioning of the human neocortex, exploiting the idea of recursivity and learning in the recognition process. We compare the techniques considering the dynamic context where a car driver operates.

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Paper Citation


in Harvard Style

Aguilar J., Aguilar K., Chávez D., Cordero J. and Puerto E. (2017). Different Intelligent Approaches for Modeling the Style of Car Driving . In Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-264-6, pages 284-291. DOI: 10.5220/0006411902840291


in Bibtex Style

@conference{icinco17,
author={Jose Aguilar and Kristell Aguilar and Danilo Chávez and Jorge Cordero and Eduard Puerto},
title={Different Intelligent Approaches for Modeling the Style of Car Driving},
booktitle={Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2017},
pages={284-291},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006411902840291},
isbn={978-989-758-264-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - Different Intelligent Approaches for Modeling the Style of Car Driving
SN - 978-989-758-264-6
AU - Aguilar J.
AU - Aguilar K.
AU - Chávez D.
AU - Cordero J.
AU - Puerto E.
PY - 2017
SP - 284
EP - 291
DO - 10.5220/0006411902840291