Speed planning for autonomous driving via convex optimization

Y Zhang, H Chen, SL Waslander… - 2018 21st …, 2018 - ieeexplore.ieee.org
… a convex-optimizationbased method to solve speed planning problems over a fixed path for
autonomous … In this way, the autonomous vehicle has already reached position B by the time …

A convex optimal control framework for autonomous vehicle intersection crossing

X Pan, B Chen, S Timotheou… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
… cooptimizationconvex optimization approaches are developed subject to a FIFO policy.
Moreover, [24] presents a multi-objective optimization method focusing on coordinating vehicles

[HTML][HTML] Toward a more complete, flexible, and safer speed planning for autonomous driving via convex optimization

Y Zhang, H Chen, SL Waslander, T Yang, S Zhang… - Sensors, 2018 - mdpi.com
convex. Inposing the combined time window seems straight-forward to do but will lead to a
non-convex optimization problem, which makes our optimization … the autonomous vehicle has …

[HTML][HTML] Real-time optimal trajectory planning for autonomous driving with collision avoidance using convex optimization

G Li, X Zhang, H Guo, B Lenzo, N Guo - Automotive Innovation, 2023 - Springer
… This simplification is not suitable for autonomous vehicles with a more complex shape. In
Ref. [16], trajectories for path following under various time-varying constraints are …

Sequential convex programming methods for real-time optimal trajectory planning in autonomous vehicle racing

P Scheffe, TM Henneken, M Kloock… - … on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
optimization problems. SCP is an iterative algorithm which solves a sequence of convex
optimization … the proposed convex approximation using SCR for autonomous vehicle racing with …

Driving and steering collision avoidance system of autonomous vehicle with model predictive control based on non-convex optimization

Y Song, K Huh - Advances in Mechanical Engineering, 2021 - journals.sagepub.com
… In this paper, an autonomous vehicle motion control system is proposed of non-convex
optimization based model predictive control (MPC) system for collision avoidance and lane …

LTV-MPC based path planning of an autonomous vehicle via convex optimization

MA Mousavi, Z Heshmati… - 2013 21st Iranian …, 2013 - ieeexplore.ieee.org
… motion of an autonomous vehicle in presence of … convex optimization modelling of the
proposed planning method. Our future work is related to apply this idea to a network of vehicles

Fail-safe motion planning for online verification of autonomous vehicles using convex optimization

C Pek, M Althoff - IEEE Transactions on Robotics, 2020 - ieeexplore.ieee.org
… that autonomous vehicles do not cause collisions by using fail-safe trajectories. Fail-safe
trajectories are executed if the intended motion of the autonomous vehicle … on an actual vehicle. …

Convex optimization for trajectory generation

D Malyuta, TP Reynolds, M Szmuk, T Lew… - arXiv preprint arXiv …, 2021 - arxiv.org
… When we factor in the energy requirements of powerful CPUs and the fact that trajectory
generation is a small part of all the tasks that an autonomous vehicle must perform, it becomes …

Convex vision-based negative obstacle detection framework for autonomous vehicles

D Dodge, M Yilmaz - IEEE Transactions on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
Convex optimization potentially offers several improvements to existing negative obstacle
… The research methodology in section III elaborates on the convex optimization framework …