A review of motion planning for highway autonomous driving

L Claussmann, M Revilloud, D Gruyer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Self-driving vehicles will soon be a reality, as main automotive companies have announced
that they will sell their driving automation modes in the 2020s. This technology raises …

Analyzing the suitability of cost functions for explaining and imitating human driving behavior based on inverse reinforcement learning

M Naumann, L Sun, W Zhan… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Autonomous vehicles are sharing the road with human drivers. In order to facilitate
interactive driving and cooperative behavior in dense traffic, a thorough understanding and …

High-level decision making for automated highway driving via behavior cloning

L Wang, C Fernandez, C Stiller - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Automated driving systems need to perform according to what human drivers expect in every
situation. A different behavior can be wrongly interpreted by other human drivers and cause …

Safe but not overcautious motion planning under occlusions and limited sensor range

M Naumann, H Konigshof, M Lauer… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
For a successful introduction of fully automated vehicles, they must behave both provably
safe but also convenient, ie comfortable and not overcautious. Given the limited sensing …

Coincar-sim: An open-source simulation framework for cooperatively interacting automobiles

M Naumann, F Poggenhans, M Lauer… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
While motion planning techniques for automated vehicles in a reactive and anticipatory
manner have already been widely presented, cooperative motion planning has only been …

Virtual vehicle-based cooperative maneuver planning for connected automated vehicles at single-lane roundabouts

EG Debada, D Gillet - IEEE Intelligent Transportation Systems …, 2018 - ieeexplore.ieee.org
This paper presents a distributed maneuver planner for connected automated vehicles
(CAVs) built upon the idea of CAVs being able to explicitly share their intentions by creating …

Generating comfortable, safe and comprehensible trajectories for automated vehicles in mixed traffic

M Naumann, M Lauer, C Stiller - 2018 21st International …, 2018 - ieeexplore.ieee.org
While motion planning approaches for automated driving often focus on safety and
mathematical optimality with respect to technical parameters, they barely consider …

Optimization of velocity ramps with survival analysis for intersection merge-ins

T Puphal, M Probst, Y Li, Y Sakamoto… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
We consider the problem of correct motion planning for T-intersection merge-ins of arbitrary
geometry and vehicle density. A merge-in support system has to estimate the chances that a …

Real-time cooperative motion planning using efficient model predictive contouring control

JH Pauls, M Boxheimer, C Stiller - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Currently, there is a gap in motion planning approaches. On the one hand, there are
optimization-based motion planning techniques which can guarantee safety and feasibility …

Roundabout crossing with interval occupancy and virtual instances of road users

S Masi, P Xu, P Bonnifait - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Although autonomous vehicle technology has evolved significantly in recent years, the
navigation of self-driving vehicles in complex scenarios is still an open issue. One of the …