Naslov
Analysis of a Game Theory-based Model of Vehicle- Pedestrian Interaction at Uncontrolled Crosswalks

Autori
Škugor, Branimir ; Topić, Jakov ; Deur, Joško ; Ivanović, Vladimir ; Tseng, Eric

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Skup
International Conference on Smart Systems and Technologies 2020 (SST 2020)

Mjesto i datum
Osijek, Hrvatska, 14.10.2020. - 16.10.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
modeling, game theory, simulation, analysis, vehicle-pedestrian interaction, uncontrolled crosswalks

Sažetak
The paper deals with a detailed analysis of a game theory-based vehicle-pedestrian interaction model adopted from literature. For the sake of simplicity only single-vehicle/single-pedestrian model is considered. The adopted model is extended with a stochastic component that accounts for variability in pedestrian/driver behaviors and influence of multi-agent environment. The model is generalized for scenarios where pedestrian appears at different distances relative to crosswalk. The analysis study is organized as follows. First, an off-line analysis of model-derived probability distributions and corresponding crossing decisions is conducted to gain initial insights. Next, large-scale simulations of the model are conducted for a wide set of randomly generated initial conditions and stochastic component tunings. Finally, the obtained simulation results are analyzed and discussed.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

POVEZANOST RADA