Driver Behavior Modeling Using Game Engine and Real Vehicle: A Learning-Based Approach

As a good example of Advanced Driver-Assistance Systems (ADAS), Advisory Speed Assistance (ASA) helps improve driving safety and possibly energy efficiency by showing advisory speed to the driver of an intelligent vehicle. However, driver-based speed tracking errors often emerge, due to the percepti...

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Veröffentlicht in:	IEEE transactions on intelligent vehicles 2020-12, Vol.5 (4), p.738-749
Hauptverfasser:	Wang, Ziran, Liao, Xishun, Wang, Chao, Oswald, David, Wu, Guoyuan, Boriboonsomsin, Kanok, Barth, Matthew J., Han, Kyungtae, Kim, BaekGyu, Tiwari, Prashant
Format:	Artikel
Sprache:	eng
Schlagworte:	Advanced driver assistance systems Advanced Driver-Assistance Systems (ADAS) Algorithms Computer & video games Computer simulation Driver behavior Drivers Energy consumption field implementation game engine Head-up displays Human in the loop human-in-the-loop simulation Intelligent vehicles Learning Machine learning Modelling neural network Neural networks Reduction Software development tools Tracking errors Traffic speed Vehicle safety
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