Pregled bibliografske jedinice broj: 1265018
Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model
Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model // 5th International Conference on Smart Systems and Technologies (SST)
Osijek, Hrvatska, 2022. str. 1-6 doi:10.1109/SST55530.2022.9954750 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1265018 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Modification and Experimental Validation of a
Logistic Regression Vehicle-Pedestrian Model
Autori
Pavelko, Lea ; Škugor, Branimir ; Deur, Joško ; Ivanović, Vladimir ; Tseng, H. Eric
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Skup
5th International Conference on Smart Systems and Technologies (SST)
Mjesto i datum
Osijek, Hrvatska, 19.10.2022. - 21.10.2022
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
vehicle-pedestrian interaction ; modeling ; logistic regression ; identification ; experimental validation
Sažetak
The paper deals with the analysis and modification of the expectation submodel of a game theory-based vehicle-pedestrian interaction model. The model modification concerns inclusion of additional explanatory variables, particularly the pedestrian position, in order to extend the model applicability and improve the overall model accuracy. The expectation model parameters are identified by using a real-world drone-recorded dataset, which includes several hours of vehicle-pedestrian interactions at an unsignalized crosswalk. The identified expectation model and the overall pedestrian model are validated against the experimental data.
Izvorni jezik
Engleski
Znanstvena područja
Strojarstvo
POVEZANOST RADA
Ustanove:
Fakultet strojarstva i brodogradnje, Zagreb