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

M Prédhumeau, L Mancheva, J Dugdale… - Journal of Artificial …, 2022 - jair.org
This paper addresses modeling and simulating pedestrian trajectories when interacting with
an autonomous vehicle in a shared space. Most pedestrian–vehicle interaction models are …

Autonomous vehicles that interact with pedestrians: A survey of theory and practice

A Rasouli, JK Tsotsos - IEEE transactions on intelligent …, 2019 - ieeexplore.ieee.org
One of the major challenges that autonomous cars are facing today is driving in urban
environments. To make it a reality, autonomous vehicles require the ability to communicate …

A social force based pedestrian motion model considering multi-pedestrian interaction with a vehicle

D Yang, Ü Özgüner, K Redmill - ACM Transactions on Spatial Algorithms …, 2020 - dl.acm.org
Pedestrian motion modeling in mixed traffic scenarios is crucial to the development of
autonomous systems in transportation related applications. This work investigated how …

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

M Golchoubian, M Ghafurian… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Planning an autonomous vehicle's (AV) path in a space shared with pedestrians requires
reasoning about pedestrians' future trajectories. A practical pedestrian trajectory prediction …

Towards proactive navigation: A pedestrian-vehicle cooperation based behavioral model

M Kabtoul, A Spalanzani… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Developing autonomous vehicles capable of navigating safely and socially around
pedestrians is a major challenge in intelligent transportation. This challenge cannot be met …

MPC-PF: socially and spatially aware object trajectory prediction for autonomous driving systems using potential fields

NP Bhatt, A Khajepour… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Predicting object motion behaviour is a challenging but crucial task for safe decision making
and path planning for autonomous vehicles. It is challenging in large part due to the …

ForceFormer: exploring social force and transformer for pedestrian trajectory prediction

W Zhang, H Cheng, FT Johora… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Predicting trajectories of pedestrians based on goal information in highly interactive scenes
is a crucial step toward Intelligent Transportation Systems and Autonomous Driving. The …

Pedestrian behavior prediction for automated driving: Requirements, metrics, and relevant features

M Herman, J Wagner, V Prabhakaran… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Automated vehicles require a comprehensive understanding of traffic situations to ensure
safe and anticipatory driving. In this context, the prediction of pedestrians is particularly …

A context-aware pedestrian trajectory prediction framework for automated vehicles

A Kalatian, B Farooq - Transportation research part C: emerging …, 2022 - Elsevier
With the unprecedented shift towards automated urban environments in recent years, a new
paradigm is required to study pedestrian behaviour. Studying pedestrian behaviour in …

Pedestrian models for autonomous driving part ii: high-level models of human behavior

F Camara, N Bellotto, S Cosar, F Weber… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …