Analysis and prediction of pedestrian crosswalk behavior during automated vehicle interactions

SK Jayaraman, DM Tilbury, XJ Yang… - … on robotics and …, 2020 - ieeexplore.ieee.org
For safe navigation around pedestrians, automated vehicles (AVs) need to plan their motion
by accurately predicting pedestrians' trajectories over long time horizons. Current …

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 …

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 …

Efficient behavior-aware control of automated vehicles at crosswalks using minimal information pedestrian prediction model

SK Jayaraman, LP Robert, XJ Yang… - 2020 American …, 2020 - ieeexplore.ieee.org
For automated vehicles (AVs) to reliably navigate through crosswalks, they need to
understand pedestrians' crossing behaviors. Simple and reliable pedestrian behavior …

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 …

Graph-sim: A graph-based spatiotemporal interaction modelling for pedestrian action prediction

T Yau, S Malekmohammadi, A Rasouli… - … on Robotics and …, 2021 - ieeexplore.ieee.org
One of the most crucial yet challenging tasks for autonomous vehicles in urban
environments is predicting the future behaviour of nearby pedestrians, especially at points of …

Crossing-road pedestrian trajectory prediction based on intention and behavior identification

H Wu, L Wang, S Zheng, Q Xu… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Pedestrian trajectory prediction plays an important role in both pedestrian collision
avoidance systems and autonomous driving. However, most of the previous works have …

Stochastic sampling simulation for pedestrian trajectory prediction

C Anderson, X Du, R Vasudevan… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
Urban environments pose a significant challenge for autonomous vehicles (AVs) as they
must safely navigate while in close proximity to many pedestrians. It is crucial for the AV to …

Predicting pedestrian road-crossing assertiveness for autonomous vehicle control

F Camara, O Giles, R Madigan… - 2018 21st …, 2018 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must interact with other road users including pedestrians. Unlike
passive environments, pedestrians are active agents having their own utilities and …

Online monitoring for safe pedestrian-vehicle interactions

P Du, Z Huang, T Liu, T Ji, K Xu, Q Gao… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
As autonomous systems begin to operate amongst humans, methods for safe interaction
must be investigated. We consider an example of a small autonomous vehicle in a …