Convex optimization for trajectory generation: A tutorial on generating dynamically feasible trajectories reliably and efficiently

D Malyuta, TP Reynolds, M Szmuk… - IEEE Control …, 2022 - ieeexplore.ieee.org
… mensional temporal state and control signal that satisfies a set of specifications while optimizing
… tional speed offered by convex optimization have made the algorithms popular in both …

Path tracking and handling stability control strategy with collision avoidance for the autonomous vehicle under extreme conditions

Y Chen, S Chen, H Ren, Z Gao… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
optimal reference path [19]. When a series of requirements of vehicle dynamics, constrained
environments, … the planned route, and the desired speed profile is obtained by the trajectory …

A novel local motion planning framework for autonomous vehicles based on resistance network and model predictive control

Y Huang, H Wang, A Khajepour, H Ding… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… Whereas authors in [15] and [16] used polynomial functions of time to generate speed profiles.
Reference [17] presented a speed profile generation method using temporal optimization

Deep learning-based trajectory planning and control for autonomous ground vehicle parking maneuver

R Chai, D Liu, T Liu, A Tsourdos… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… neural network (RDNN) for planning optimal parking maneuver trajectories and an adaptive
… problem of steering a line of autonomous vehicles by using predetermined speed profiles

Energy efficient local path planning algorithm based on predictive artificial potential field

R Szczepanski, T Tarczewski, K Erwinski - IEEE Access, 2022 - ieeexplore.ieee.org
… In a dynamic environment, using a global path planning … free path in dynamic environment,
where the temporary obstacles … and velocity profile optimization, nature-inspired optimization

Obstacle avoidance, path planning and control for autonomous vehicles

H Laghmara, MT Boudali, T Laurain… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
… Next, planning aims to generate an optimal trajectory based … avoidance architecture, the
speed profile as well as the … The temporal fusion of the OGs highlights the conflict which …

Adaptive sampling with an autonomous underwater vehicle in static marine environments

P Stankiewicz, YT Tan, M Kobilarov - Journal of Field Robotics, 2021 - Wiley Online Library
… as the optimization criteria to adaptively plan sampling paths … monitoring that considers a
dynamic environment is left to … a helix with constant horizontal forward velocity v x , depth rate v …

An autonomous T-intersection driving strategy considering oncoming vehicles based on connected vehicle technology

Y Chen, J Zha, J Wang - IEEE/ASME Transactions on …, 2019 - ieeexplore.ieee.org
… , are selected and effectively utilized to construct the temporal … , a velocity planning stage is
used to generate the speed profile by … optimal control method is proposed to obtain the speed

Rapid trajectory design in complex environments enabled by reinforcement learning and graph search strategies

A Das-Stuart, KC Howell, DC Folta - Acta Astronautica, 2020 - Elsevier
… trajectory enabled by a chemical engine allows velocity … in a complex dynamic environment
with multi-objective optimization goals, … A more flexible heuristic approach is executed via

A review of motion planning for highway autonomous driving

L Claussmann, M Revilloud, D Gruyer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… of Dijkstra and A* stems from dynamic environments. In fact, at … the dynamic dual problem by
searching for a speed profile built … Numerical optimization is widely used in motion planning, …