On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving

K Feng, C Li, D Ren, Y Yuan… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
… We define two kinds of planning states: environment states and action states. The …
Spatially-partitioned environmental representation and planning architecture for on-road autonomous …

Trajectory prediction-based local spatio-temporal navigation map for autonomous driving in dynamic highway environments

M Fu, T Zhang, W Song, Y Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… partitioned environmental representation in lateral and longitudinal direction, in which the
… by jointly forecasting behaviour patterns of all on-road vehicles. However, only the discrete …

[PDF][PDF] Prospects for the development of university campuses integrated into urban environment in Russia and Kazakhstan

I Gladilina, S Sergeeva, N Deputatova… - … and Architecture, 2023 - kpfu.ru
Spatially-partitioned environmental representation and planning architecture for on-road
autonomous driving. IEEE Intelligent Vehicles Symposium (IV), Los Angeles, CA, USA, pp. 632-…

A unified framework integrating decision making and trajectory planning based on spatio-temporal voxels for highway autonomous driving

T Zhang, W Song, M Fu, Y Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
planning system that can react to the dynamic environment … The spatially partitioned method
aims to divide the 3D configu… fast trajectory planning in dynamic on-road driving scenarios,…

CommonRoad drivability checker: Simplifying the development and validation of motion planning algorithms

C Pek, V Rusinov, S Manzinger… - 2020 IEEE intelligent …, 2020 - ieeexplore.ieee.org
… A set of geometric shapes can also tightly enclose complex occupied regions in the
environment [16]–[18]. By enlarging occupancies of obstacles, we can consider bounded position …

Autonomous driving motion planning with constrained iterative LQR

J Chen, W Zhan, M Tomizuka - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
… A spatially-partitioned planning architecture … In our simulation environment, the host vehicle
is represented by a … can work properly in several on-road driving scenarios. The runtime was …

Trajectory planning based on spatio-temporal map with collision avoidance guaranteed by safety strip

T Zhang, M Fu, W Song, Y Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… trajectory planning problem in the 2D dynamic environment … The spatiallypartitioned method
aims to divide the 3D space … fast trajectory planning in dynamic on-road driving scenarios,…

On-road motion planning for automated vehicles at ulm university

MJ Graf, OM Speidel, JO Ruof… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
… the environment in time. A common environmental representation often used for on-road
driving … There, the vehicle environment consists of multiple lanes, which are represented by one …

On-road trajectory planning with spatio-temporal RRT* and always-feasible quadratic program

B Li, Q Kong, Y Zhang, Z Shao, Y Wang… - 2020 IEEE 16th …, 2020 - ieeexplore.ieee.org
On-road decision-making and planning concern about how to … the local trajectory planning
for autonomous on-road driving. … This section states the on-road trajectory planning scheme …

On-road trajectory planning with spatio-temporal informed RRT

Y Chang, H Liang, P Zhao, Z Li… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
… approach for on-road scenarios is provided, which can directly supply the coordinate and
velocity of each planning … Tomizuka, “SpatiallyPartitioned Environmental Representation and …