Risk assessment and mitigation in local path planning for autonomous vehicles with LSTM based predictive model
… 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 …
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 …
paper, a model predictive controller is developed for path planning of autonomous vehicles …
Path planning for autonomous vehicles using model predictive control
… 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), …
… 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 …
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
… 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 …
… -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 …
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
… predictive controller (MPC) with timevarying safety constraints for highway path planning with
… The surrounding vehicles’ dynamics and decisions are also incorporated in the prediction …
… 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 …
(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 …
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 …
first, the equality and inequality constraints are explained and then, the path planning method …