Risk assessment and mitigation in local path planning for autonomous vehicles with LSTM based predictive model

H Wang, B Lu, J Li, T Liu, Y Xing, C Lv… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… The prediction performance of LSTM … prediction of the surrounded vehicles during path
planning. The second part of this article is to make the decision and realize local path planning

A potential field-based model predictive path-planning controller for autonomous road vehicles

Y Rasekhipour, A Khajepour, SK Chen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… The model predictive controller is nonlinear to solve the two-dimensional obstacle … In this
paper, a model predictive controller is developed for path planning of autonomous vehicles …

Path planning for autonomous vehicles using model predictive control

C Liu, S Lee, S Varnhagen… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
… Abstract— Path planning for autonomous vehicles in dynamic environments is an important
… rules, we propose a unified path planning approach using Model Predictive Control (MPC), …

A predictive path planning algorithm for mobile robot in dynamic environments based on rapidly exploring random tree

Z Zhang, B Qiao, W Zhao, X Chen - Arabian Journal for Science and …, 2021 - Springer
Path planning of mobile robot has … path planning algorithms are not suitable for the dynamic
environments, which are more common in reality. In this paper, a predictive path planning

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

R Szczepanski, T Tarczewski, K Erwinski - Ieee Access, 2022 - ieeexplore.ieee.org
… or various environment, the local path planning algorithm should be considered. An Artificial
… -efficient local path planning algorithm is proposed. Future movement prediction has been …

A hybrid model predictive controller for path planning and path following

K Zhang, J Sprinkle, RG Sanfelice - Proceedings of the ACM/IEEE Sixth …, 2015 - dl.acm.org
… The use of nonlinear model-predictive methods for path plan… ) model error over the prediction
horizon. In this paper we … the model to use for the predictive controller can be addressed by …

Model predictive path planning with time-varying safety constraints for highway autonomous driving

M Jalalmaab, B Fidan, S Jeon… - … conference on advanced …, 2015 - ieeexplore.ieee.org
predictive controller (MPC) with timevarying safety constraints for highway path planning with
… The surrounding vehicles’ dynamics and decisions are also incorporated in the prediction

Semantics-aware predictive inspection path planning

M Dharmadhikari, K Alexis - IEEE Transactions on Field …, 2025 - ieeexplore.ieee.org
… -aware inspection path planning paradigm called “Semantics-aware Predictive Planning
(SPP). … Furthermore, two inspection path planning strategies, tailored to ballast water tank …

[HTML][HTML] Model predictive control for autonomous ship navigation with COLREG compliance and chart-based path planning

P Potočnik - Journal of Marine Science and Engineering, 2025 - mdpi.com
… This study considers two levels (global path planning and local collision avoidance and
trajectory planning) and does not take into account the layer of motion control, which refers to …

Model predictive path planning for an autonomous ground vehicle in rough terrain

J Shin, D Kwak, K Kwak - International Journal of Control, Automation and …, 2021 - Springer
… the model predictive path planning algorithm with the passivity-based MPC concept. At
first, the equality and inequality constraints are explained and then, the path planning method …