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Pregled bibliografske jedinice broj: 1265018

Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model


Pavelko, Lea; Škugor, Branimir; Deur, Joško; Ivanović, Vladimir; Tseng, H. Eric
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

Profili:

Avatar Url Lea Pavelko (autor)

Avatar Url Branimir Škugor (autor)

Avatar Url Vladimir Ivanović (autor)

Avatar Url Joško Deur (autor)

Poveznice na cjeloviti tekst rada:

doi ieeexplore.ieee.org

Citiraj ovu publikaciju:

Pavelko, Lea; Škugor, Branimir; Deur, Joško; Ivanović, Vladimir; Tseng, H. Eric
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)
Pavelko, L., Škugor, B., Deur, J., Ivanović, V. & Tseng, H. (2022) Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model. U: 5th International Conference on Smart Systems and Technologies (SST) doi:10.1109/SST55530.2022.9954750.
@article{article, author = {Pavelko, Lea and \v{S}kugor, Branimir and Deur, Jo\v{s}ko and Ivanovi\'{c}, Vladimir and Tseng, H. Eric}, year = {2022}, pages = {1-6}, DOI = {10.1109/SST55530.2022.9954750}, keywords = {vehicle-pedestrian interaction, modeling, logistic regression, identification, experimental validation}, doi = {10.1109/SST55530.2022.9954750}, title = {Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model}, keyword = {vehicle-pedestrian interaction, modeling, logistic regression, identification, experimental validation}, publisherplace = {Osijek, Hrvatska} }
@article{article, author = {Pavelko, Lea and \v{S}kugor, Branimir and Deur, Jo\v{s}ko and Ivanovi\'{c}, Vladimir and Tseng, H. Eric}, year = {2022}, pages = {1-6}, DOI = {10.1109/SST55530.2022.9954750}, keywords = {vehicle-pedestrian interaction, modeling, logistic regression, identification, experimental validation}, doi = {10.1109/SST55530.2022.9954750}, title = {Modification and Experimental Validation of a Logistic Regression Vehicle-Pedestrian Model}, keyword = {vehicle-pedestrian interaction, modeling, logistic regression, identification, experimental validation}, publisherplace = {Osijek, Hrvatska} }

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