Learning-based approach for online lane change intention prediction

P Kumar, M Perrollaz, S Lefevre… - 2013 IEEE Intelligent …, 2013 - ieeexplore.ieee.org
… a vehicle on the highway will change lanes can help a driver to … on lane change intention
prediction on highways. The goal is to predict whether the ego vehicle will make a lane change

Lane-change detection based on vehicle-trajectory prediction

H Woo, Y Ji, H Kono, Y Tamura… - IEEE Robotics and …, 2017 - ieeexplore.ieee.org
… a method to predict a vehicle's trajectory and use it for lane-change detection. Unlike …
how human drivers predict a trajectory unconsciously. Our approach is to predict how other …

Time-to-lane-change prediction with deep learning

HQ Dang, J Fürnkranz, A Biedermann… - 2017 ieee 20th …, 2017 - ieeexplore.ieee.org
… to change the lane but the … lane change prediction and timeto-lane-change prediction since
what we actually model is whether a driver changes his lane and when exactly this change

A Bayesian inference based adaptive lane change prediction model

J Wang, Z Zhang, G Lu - Transportation research part C: emerging …, 2021 - Elsevier
… a lane change prediction model for surrounding vehicles based on machine learning methods.
The lane change prediction … is to establish a lane change prediction model of surrounding …

Long-term prediction of lane change maneuver through a multilayer perceptron

Z Shou, Z Wang, K Han, Y Liu… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
lane change, we focus on the prediction of left lane change in this study. Therefore, the rows
lane id 1 are further removed, because there is no left lane available for vehicles on lane 1. …

Lane change intent prediction for driver assistance: On-road design and evaluation

B Morris, A Doshi, M Trivedi - 2011 IEEE Intelligent Vehicles …, 2011 - ieeexplore.ieee.org
lane departure warnings and engage a lane change assistant when a driver wants to make a
lane change. … [11] used HMMs for continuous prediction of lane changes and turns. The first …

Surrounding vehicles' lane change maneuver prediction and detection for intelligent vehicles: A comprehensive review

R Song, B Li - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
… vehicles’ lane change maneuver prediction. This paper … ’ lane change inference for intelligent
vehicles. We provide detailed discussion on the basic concepts of lane change prediction

An integrated lane change prediction model incorporating traffic context based on trajectory data

Q Xue, Y Xing, J Lu - Transportation research part C: emerging …, 2022 - Elsevier
… This study aims to address this problem and establish an integrated lane change prediction
… In addition, lane change decisions and lane change trajectories are both predicted to …

Lane change scheduling for autonomous vehicle: A prediction-and-search framework

S Liu, H Su, Y Zhao, K Zeng, K Zheng - Proceedings of the 27th ACM …, 2021 - dl.acm.org
… We study the lane change prediction task and the motion regression task separately, and for
predict trajectories of the next 5 time steps. We report the Accuracy (ACC) of the prediction

Vehicle lane change prediction on highways using efficient environment representation and deep learning

R Izquierdo, Á Quintanar, J Lorenzo… - IEEE …, 2021 - ieeexplore.ieee.org
… of lane-change and lane-keeping detection and prediction of … in terms of anticipation and
prediction. The model has been … to vehicle maneuver and trajectory prediction. The proposed …