Agent-based modeling for predicting pedestrian trajectories around an autonomous vehicle

M Prédhumeau, L Mancheva, J Dugdale… - Journal of Artificial …, 2022 - jair.org
… and simulating pedestrian trajectories when interacting with an autonomous vehicle in a …
of pedestrian trajectories in various interaction scenarios. To simulate interactions between …

Pedestrian trajectory prediction in pedestrian-vehicle mixed environments: A systematic review

M Golchoubian, M Ghafurian… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
pedestrian trajectory prediction in presence of vehicles that … for pedestrian-vehicle interaction
(compared with pedestrian… future trajectory is a crucial skill for autonomous vehicles that …

Autonomous vehicle with communicative driving for pedestrian crossing: Trajectory optimization

M Zhang, A Abbas-Turki, A Lombard… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
… Abstract—Connected and autonomous vehicles (CAV) is a … More precisely, pedestrian
needs to understand the intention … trajectory control of the CAV that matches with the pedestrian

Attentional-GCNN: Adaptive pedestrian trajectory prediction towards generic autonomous vehicle use cases

K Li, S Eiffert, M Shan, F Gomez-Donoso… - … on Robotics and …, 2021 - ieeexplore.ieee.org
pedestrian to unobserved pedestrians. In this work, we propose a novel pedestrian trajectory
… of a predictive model during autonomous vehicle navigation. The proposed GCNN-based …

A context-aware pedestrian trajectory prediction framework for automated vehicles

A Kalatian, B Farooq - Transportation research part C: emerging …, 2022 - Elsevier
… Traditional approaches to pedestrian trajectory modelling and recent data-driven trends are
discussed in this chapter. Modern data-driven approaches require novel large-scale datasets…

Will the pedestrian cross? a study on pedestrian path prediction

CG Keller, DM Gavrila - IEEE Transactions on Intelligent …, 2013 - ieeexplore.ieee.org
… 2) Trajectory Matching: A pedestrian trajectory Ω is represented using the ordered tuples Ω
= ((… pedestrian state ωi consists of the lateral and longitudinal positions of the pedestrian and …

Analysis and prediction of pedestrian crosswalk behavior during automated vehicle interactions

SK Jayaraman, DM Tilbury, XJ Yang… - … on robotics and …, 2020 - ieeexplore.ieee.org
vehicle speeds, but at higher speeds, the AVs must be able to predict pedestrian trajectories
… Nahavandi, “Towards trusted autonomous vehicles from vulnerable road users perspective,…

[HTML][HTML] Pedestrian and vehicle behaviour prediction in autonomous vehicle system—A review

LG Galvão, MN Huda - Expert Systems with Applications, 2023 - Elsevier
Autonomous vehicles (AV)s have become a trending topic … to predict trajectories and intentions
for pedestrians and vehicles. … the trajectories and intentions of vehicles and pedestrians. …

Socially aware crowd navigation with multimodal pedestrian trajectory prediction for autonomous vehicles

K Li, M Shan, K Narula, S Worrall… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
… address the problem of operating an autonomous vehicle in highly crowded environments.
… future multimodal pedestrian trajectories incorporating interactions between pedestrians into …

Generating scenarios with diverse pedestrian behaviors for autonomous vehicle testing

M Priisalu, A Pirinen, C Paduraru… - … on Robot Learning, 2022 - proceedings.mlr.press
… simulated pedestrians which are not representative of the rich and varied behavior of real
pedestrians [33] – either the pedestrian trajectories are handcrafted, or the pedestrian models …