Autonomous overtaking for intelligent vehicles considering social preference based on hierarchical reinforcement learning

H Lu, C Lu, Y Yu, G Xiong, J Gong - Automotive Innovation, 2022 - Springer
As intelligent vehicles usually have complex overtaking process, a safe and efficient
automated overtaking system (AOS) is vital to avoid accidents caused by wrong operation of …

Decision-making of lane change behavior based on RCS for automated vehicles in the real environment

G Xiong, Z Kang, H Li, W Song, Y Jin… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
This paper proposes the decision-making framework of lane change behavior based on
Hierarchical State Machine (HSM) and we build distributed control system architecture …

Maneuver planner for automated vehicles on urban scenarios

JF Medina-Lee, V Jiménez, J Godoy… - … Electronics and Safety …, 2022 - ieeexplore.ieee.org
This work presents a maneuver planner for automated vehicles, seamlessly integrated with
a motion planner, that is able to make tactical decisions to safely navigate in urban …

A review of autonomous road vehicle integrated approaches to an emergency obstacle avoidance maneuver

E Lowe, L Guvenç - arXiv preprint arXiv:2105.09446, 2021 - arxiv.org
As passenger vehicle technologies have advanced, so have their capabilities to avoid
obstacles, especially with developments in tires, suspensions, steering, as well as safety …

Decision making through stochastic maneuver validation for overtaking on country roads

D Adelberger, M Wang, L Del Re - 2020 59th IEEE Conference …, 2020 - ieeexplore.ieee.org
Driver assistance systems have become more and more important in recent years due to the
increasing degree of automation in road traffic-especially with regard to safety. Often a …

Probabilistic Prediction of Driving Behavior on Country Roads

A Sovtic, D Adelberger, M Wang - 2022 European Control …, 2022 - ieeexplore.ieee.org
Driving behavior prediction plays an increasingly important role in the development of
autonomous driving functions and Advanced Driver Assistance Systems (ADAS). The more …

Comprehensive predictive control method for automated vehicles in dynamic traffic circumstances

W Liu, Z Li - IET Intelligent Transport Systems, 2018 - Wiley Online Library
Motion control problems remain to be fully solved for automated vehicles in dynamic traffic
circumstances. Existing approaches usually first make a driving behaviour decision, then …

A topology based virtual co-driver for country roads

D Adelberger, G Singer, L del Re - 2022 American Control …, 2022 - ieeexplore.ieee.org
Safety is a driving force behind the continuous improvement and spread of Advanced Driver
Assistance Systems (ADAS). For their operation, ADAS rely on sensor information which is …

A probabilistic model for discretionary lane change proposals in highway driving situations

M Schmidt, C Wissing, T Nattermann, T Bertram - 2021 - 129.217.131.68
This contribution presents a novel probabilistic approach for the generation of discretionary
lane change proposals with a focus on highway driving situations. The developed model is …

Cooperative truck overtaking on freeways

JC Mertens, J Hauenstein, F Diermeyer… - 2020 Fifteenth …, 2020 - ieeexplore.ieee.org
In this paper we investigate cooperative truck overtaking maneuvers on the freeway. First,
we explain the necessity of truck overtaking maneuvers and then show their challenges …