Adversarial evaluation of autonomous vehicles in lane-change scenarios

B Chen, X Chen, Q Wu, L Li - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
lane-change behavior of autonomous vehicles is an important topic. … lane-change scenario
we build in CARLA is shown in Fig. 4, where there are four vehicles in total: one ego vehicle

Decision making of autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness

G Li, Y Yang, S Li, X Qu, N Lyu, SE Li - Transportation research part C …, 2022 - Elsevier
… examined lane change scenarios in the present study are more challenging as compared
with the lane change scenarios in the previous studies. In our examined challenging scenarios

Scenario model predictive control for lane change assistance and autonomous driving on highways

G Cesari, G Schildbach, A Carvalho… - IEEE Intelligent …, 2017 - ieeexplore.ieee.org
… for lane change assistance and autonomous driving on highways, based on recent results in
Scenario … number of future scenarios, which is intuitive and computationally efficient. These …

Lane change maneuvers for automated vehicles

J Nilsson, M Brännström, E Coelingh… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… of a lane change maneuver in various traffic scenarios. The real-time ability of the lane
change … results of a Volvo V60 performing automated lane change maneuvers on a test track. …

Scenario model predictive control for lane change assistance on highways

G Schildbach, F Borrelli - 2015 IEEE Intelligent Vehicles …, 2015 - ieeexplore.ieee.org
… algorithm for detecting the safety of lane changes on highways and for computing safe lane
… of scenario-based control design that can be integrated for ADAS and/or autonomous cars. …

Accelerated evaluation of autonomous vehicles in the lane change scenario based on subset simulation technique

S Zhang, H Peng, D Zhao… - 2018 21st International …, 2018 - ieeexplore.ieee.org
… , more complicated scenarios will be … the vehicle motions during lane changes. This 8parameter
model allows the leading vehicle being able to accelerate or decelerate during lane

An optimal mandatory lane change decision model for autonomous vehicles in urban arterials

P Cao, Y Hu, T Miwa, Y Wakita… - Journal of Intelligent …, 2017 - Taylor & Francis
… Based on this scenario, this paper investigates lane-level … lane change decision strategies
for autonomous vehicles: one … occurs when a vehicle makes a lane change decision once it …

[HTML][HTML] Human-like lane change decision model for autonomous vehicles that considers the risk perception of drivers in mixed traffic

C Wang, Q Sun, Z Li, H Zhang - Sensors, 2020 - mdpi.com
… the lane change safety, could directly relates to R’s driving … a naturalistic driving experiment
to explore the lane change … The decision model can be used in different driving situations

Accelerated evaluation of automated vehicles safety in lane-change scenarios based on importance sampling techniques

D Zhao, H Lam, H Peng, S Bao… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
… To capture the influence of vehicle speed on range and TTC, we divided lane change
Thirdly, we show how to apply IS to evaluate AVs in lane change scenarios. Finally, we introduce …

Towards tactical lane change behavior planning for automated vehicles

S Ulbrich, M Maurer - 2015 IEEE 18th International Conference …, 2015 - ieeexplore.ieee.org
… For that purpose, this paper is structured as follows: In section II we define requirements
and illustrate necessary scenarios to be handled by a tactical behavior planning for …