Intention estimation for ramp merging control in autonomous driving

C Dong, JM Dolan, B Litkouhi - 2017 IEEE intelligent vehicles …, 2017 - ieeexplore.ieee.org
… to efficiently estimate other vehicles' intentions and … intention estimate is generated from
a Probabilistic Graphical Model (PGM) which organizes historical data and latent intentions

Lane-change intention estimation for car-following control in autonomous driving

Y Zhang, Q Lin, J Wang, S Verwer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… the smoothness of vehicle driving. Although these methods have … of intention estimation
were only tested by simulated data rather than real traffic data. In this work, the models of driving

A driving intention prediction method based on hidden Markov model for autonomous driving

S Liu, K Zheng, L Zhao, P Fan - Computer Communications, 2020 - Elsevier
… the dataset, we set the driving intentions as lane-changing intentions in the experiment in the
next … to the driving intention of changing to the left lane, i = 2 refers to the driving intention of …

An intention-aware and online driving style estimation based personalized autonomous driving strategy

B Sun, W Deng, J Wu, Y Li, J Wang - International journal of automotive …, 2020 - Springer
… and adaption of autonomous vehicles to human passengers. In this study, a personalized
intention-aware autonomous driving strategy is proposed. An online driving style identification …

Intention-aware online POMDP planning for autonomous driving in a crowd

H Bai, S Cai, N Ye, D Hsu… - 2015 ieee international …, 2015 - ieeexplore.ieee.org
… for autonomous driving among many pedestrians. We model the intention of a pedestrian
as a subgoal location [8] and model pedestrian behavior conditioned on the intention as a …

Intention‐Aware Autonomous Driving Decision‐Making in an Uncontrolled Intersection

W Song, G Xiong, H Chen - Mathematical Problems in …, 2016 - Wiley Online Library
… method [20] to estimate model parameters for different driver intention I. Once the model … to
different driver intention have been trained, we can perform the driver’s intention estimation in …

Intent-estimation-and motion-model-based collision avoidance method for autonomous vehicles in urban environments

R Huang, H Liang, P Zhao, B Yu, X Geng - Applied Sciences, 2017 - mdpi.com
… that our method improves the comfort of autonomous driving. … of intent estimation, for instance
including the moving intent of … be conducted to increase the accuracy of intent estimation. …

A survey on motion prediction of pedestrians and vehicles for autonomous driving

M Gulzar, Y Muhammad, N Muhammad - IEEE Access, 2021 - ieeexplore.ieee.org
… that AV industry faces today is modelling behaviour and predicting future intentions of road
users. To make a self-driving car reason and execute the safest motion plan, it should be able …

Pedestrian intention prediction for autonomous driving using a multiple stakeholder perspective model

K Kim, YK Lee, H Ahn, S Hahn… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
… that pedestrians and the autonomous driving agent can have a theory of mind for each other.
In this case, the autonomous driver would possess both representations of driver itself, and …

Pedestrians and Cyclists' Intention Estimation for the Purpose of Autonomous Driving-A Systematic Review

S Capy, G Venture… - International Journal of …, 2023 - jstage.jst.go.jp
… human drivers, or even more, to understand the intention of … the intention estimation algorithm
as an Advanced Driver … is less critical because the human driver is still the real master. …