Long-horizon vehicle motion planning and control through serially cascaded model complexity

VA Laurense, JC Gerdes - IEEE Transactions on Control …, 2021 - ieeexplore.ieee.org
… in a single planning horizon serially and computes the optimal … The resulting trajectory, ie,
path and speed profile, provides … its speed profile is not part of the online motion planning and …

Optimization-based trajectory planning for autonomous parking with irregularly placed obstacles: A lightweight iterative framework

B Li, T Acarman, Y Zhang, Y Ouyang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
fast, accurate, and high-quality parking trajectory planning performance. To ensure that the
planning results are optimal and … planning for multiple quadrotors in dynamic environments

Design and experimental validation of deep reinforcement learning-based fast trajectory planning and control for mobile robot in unknown environment

R Chai, H Niu, J Carrasco, F Arvin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… , test, and validate a fast yet optimal motion planning and control architecture for mobile …
structure relies on its capability to dig the dynamic temporal behavior of the time series data, …

Iterative learning-based path optimization for repetitive path planning, with application to 3-d crosswind flight of airborne wind energy systems

MK Cobb, K Barton, H Fathy… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… the constant wind profile, was a spatially and temporally constant wind speed. The second,
… 9 shows the wind speed profile used in this work. The instantaneous wind speed in …

Energy-saving speed profile planning for a connected and automated electric bus considering motor characteristic

J Ji, Y Bie, H Shi, L Wang - Journal of Cleaner Production, 2024 - Elsevier
… at each station to optimize the energy-saving speed profile between the current station and
its adjacent downstream station. Namely, we can optimize the speed profile during the time …

Dynamic eco‐driving on signalized arterial corridors during the green phase for the connected vehicles

X Zhao, X Wu, Q Xin, K Sun, S Yu - Journal of Advanced …, 2020 - Wiley Online Library
… the speed profile optimization algorithm. In fifth section, experiments and simulations are
conducted to verify the validity of the proposed dynamic optimization … (2) Temporal constraints (…

Comfortable and energy-efficient speed control of autonomous vehicles on rough pavements using deep reinforcement learning

Y Du, J Chen, C Zhao, C Liu, F Liao… - … Research Part C …, 2022 - Elsevier
… road information (road profile) processing to simplify the optimization. The processing starts
… at different speeds on each unit using a full-car model. Further, the maximum speed that …

Hierarchical reinforcement learning for autonomous decision making and motion planning of intelligent vehicles

Y Lu, X Xu, X Zhang, L Qian, X Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
… manner, while the velocity profile in the longitudinal direction is … optimized decision making
and motion planning in complex … algorithm is more flexible in complex dynamic environments. …

Scheduling‐based optimization for motion coordination of autonomous vehicles at multilane intersections

MA Guney, IA Raptis - Journal of Robotics, 2020 - Wiley Online Library
… and velocity, while a temporary memory buffer stores the fittest (in mathematical optimization
the trajectories, we limit the vehicle’s velocity profile to have a trapezoidal form consisting of …

A software architecture for the dynamic path planning of an autonomous racecar at the limits of handling

J Betz, A Wischnewski, A Heilmeier… - … vehicles and expo …, 2019 - ieeexplore.ieee.org
Optimization based motion planning is an active research … with a far planning horizon and
plan the temporal dimension in … an adjusted path and velocity profile taking the vehicle’s local …