Neural Network and ANFIS based auto-adaptive MPC for path tracking in autonomous vehicles
Fuente:
arXiv
Saved in:
| Main Authors: | Kebbati, Yassine, Ait-Oufroukh, Naima, Vigneron, Vincent, Ichala, Dalil |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimized adaptive MPC for lateral control of autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
Coordinated PSO-PID based longitudinal control with LPV-MPC based lateral control for autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
RNN-based linear parameter varying adaptive model predictive control for autonomous driving
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
Optimized self-adaptive PID speed control for autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
Autonomous driving using an optimized neural network based adaptive LPV-MPC controller
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
Learning-based model predictive control with moving horizon state estimation for autonomous racing
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
Dual-quaternion learning control for autonomous vehicle trajectory tracking with safety guarantees
by: Nieto, Omayra Yago, et al.
Published: (2026)
by: Nieto, Omayra Yago, et al.
Published: (2026)
Inherently robust suboptimal MPC for autonomous racing with anytime feasible SQP
by: Numerow, Logan, et al.
Published: (2024)
by: Numerow, Logan, et al.
Published: (2024)
Design, modeling and control of a hybrid grid-connected photovoltaic-wind system for the region of Adrar, Algeria
by: Kebbati, Yassine, et al.
Published: (2025)
by: Kebbati, Yassine, et al.
Published: (2025)
PlanNetX: Learning an Efficient Neural Network Planner from MPC for Longitudinal Control
by: Hoffmann, Jasper, et al.
Published: (2024)
by: Hoffmann, Jasper, et al.
Published: (2024)
Path planning for autonomous vehicles with minimal collision severity
by: Wang, Qiannan, et al.
Published: (2024)
by: Wang, Qiannan, et al.
Published: (2024)
Benchmarking global optimization techniques for unmanned aerial vehicle path planning
by: Shehadeh, Mhd Ali, et al.
Published: (2025)
by: Shehadeh, Mhd Ali, et al.
Published: (2025)
Closed-Loop Model Identification and MPC-based Navigation of Quadcopters: A Case Study of Parrot Bebop 2
by: Amiri, Mohsen, et al.
Published: (2024)
by: Amiri, Mohsen, et al.
Published: (2024)
Guaranteed Robust Nonlinear MPC via Disturbance Feedback
by: Leeman, Antoine P., et al.
Published: (2025)
by: Leeman, Antoine P., et al.
Published: (2025)
Automatic driving path plan based on iterative and triple optimization method
by: Yinyang, Yang, et al.
Published: (2022)
by: Yinyang, Yang, et al.
Published: (2022)
An MPC framework for efficient navigation of mobile robots in cluttered environments
by: Köhler, Johannes, et al.
Published: (2025)
by: Köhler, Johannes, et al.
Published: (2025)
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers
by: Alavilli, Anoushka, et al.
Published: (2023)
by: Alavilli, Anoushka, et al.
Published: (2023)
Parallel and Proximal Constrained Linear-Quadratic Methods for Real-Time Nonlinear MPC
by: Jallet, Wilson, et al.
Published: (2024)
by: Jallet, Wilson, et al.
Published: (2024)
Decision-theoretic MPC: Motion Planning with Weighted Maneuver Preferences Under Uncertainty
by: Taş, Ömer Şahin, et al.
Published: (2023)
by: Taş, Ömer Şahin, et al.
Published: (2023)
Safety-Critical Centralized Nonlinear MPC for Cooperative Payload Transportation by Two Quadrupedal Robots
by: Sambhus, Ruturaj S., et al.
Published: (2026)
by: Sambhus, Ruturaj S., et al.
Published: (2026)
A Nonlinear MPC Framework for Loco-Manipulation of Quadrupedal Robots with Non-Negligible Manipulator Dynamics
by: Sambhus, Ruturaj, et al.
Published: (2025)
by: Sambhus, Ruturaj, et al.
Published: (2025)
ADMM-Based Distributed MPC with Control Barrier Functions for Safe Multi-Robot Quadrupedal Locomotion
by: Zeng, Yicheng, et al.
Published: (2026)
by: Zeng, Yicheng, et al.
Published: (2026)
ASAP-MPC: An Asynchronous Update Scheme for Online Motion Planning with Nonlinear Model Predictive Control
by: Dirckx, Dries, et al.
Published: (2024)
by: Dirckx, Dries, et al.
Published: (2024)
Code Generation and Conic Constraints for Model-Predictive Control on Microcontrollers with Conic-TinyMPC
by: Mahajan, Ishaan, et al.
Published: (2024)
by: Mahajan, Ishaan, et al.
Published: (2024)
Teleoperator-Aware and Safety-Critical Adaptive Nonlinear MPC for Shared Autonomy in Obstacle Avoidance of Legged Robots
by: Sambhus, Ruturaj, et al.
Published: (2025)
by: Sambhus, Ruturaj, et al.
Published: (2025)
Perfecting Periodic Trajectory Tracking: Model Predictive Control with a Periodic Observer ($Π$-MPC)
by: Pabon, Luis, et al.
Published: (2024)
by: Pabon, Luis, et al.
Published: (2024)
Trajectory elongation strategies with minimum curvature discontinuities for a Dubins vehicle
by: Rao, Aditya K., et al.
Published: (2024)
by: Rao, Aditya K., et al.
Published: (2024)
Decentralized Contingency MPC based on Safe Sets for Nonlinear Multi-agent Collision Avoidance
by: Studt, Max, et al.
Published: (2026)
by: Studt, Max, et al.
Published: (2026)
Maximal Controlled Invariant-MPC: Enhancing Feasibility and Reducing Conservatism through Terminal CBF Constraint in Safety-Critical Control
by: Dokania, Tanmay, et al.
Published: (2026)
by: Dokania, Tanmay, et al.
Published: (2026)
MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control
by: Lu, Yiwen, et al.
Published: (2023)
by: Lu, Yiwen, et al.
Published: (2023)
Fixed-time control with prescribed performance for path following of underwater gliders
by: Yang, Hanzhi, et al.
Published: (2025)
by: Yang, Hanzhi, et al.
Published: (2025)
Hierarchical Reinforcement Learning with Low-Level MPC for Multi-Agent Control
by: Studt, Max, et al.
Published: (2025)
by: Studt, Max, et al.
Published: (2025)
Efficient Optimal Path Planning in Dynamic Environments Using Koopman MPC
by: Abtahi, Mohammad, et al.
Published: (2025)
by: Abtahi, Mohammad, et al.
Published: (2025)
Collision avoidance and path finding in a robotic mobile fulfillment system using multi-objective meta-heuristics
by: Kokhahi, Ahmad, et al.
Published: (2025)
by: Kokhahi, Ahmad, et al.
Published: (2025)
Online Identification using Adaptive Laws and Neural Networks for Multi-Quadrotor Centralized Transportation System
by: Gao, Tianhua, et al.
Published: (2025)
by: Gao, Tianhua, et al.
Published: (2025)
Computationally Efficient Density-Driven Optimal Control via Analytical KKT Reduction and Contractive MPC
by: Martinez, Julian, et al.
Published: (2026)
by: Martinez, Julian, et al.
Published: (2026)
Sampling-Based Control via Entropy-Regularized Optimal Transport
by: Pacelli, Vincent, et al.
Published: (2026)
by: Pacelli, Vincent, et al.
Published: (2026)
Safety Beyond the Training Data: Robust Out-of-Distribution MPC via Conformalized System Level Synthesis
by: Srinivasan, Anutam, et al.
Published: (2026)
by: Srinivasan, Anutam, et al.
Published: (2026)
Safe Large-Scale Robust Nonlinear MPC in Milliseconds via Reachability-Constrained System Level Synthesis on the GPU
by: Fang, Jeffrey, et al.
Published: (2026)
by: Fang, Jeffrey, et al.
Published: (2026)
EC3R-SLAM: Efficient and Consistent Monocular Dense SLAM with Feed-Forward 3D Reconstruction
by: Hu, Lingxiang, et al.
Published: (2025)
by: Hu, Lingxiang, et al.
Published: (2025)
Similar Items
-
Optimized adaptive MPC for lateral control of autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025) -
Coordinated PSO-PID based longitudinal control with LPV-MPC based lateral control for autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025) -
RNN-based linear parameter varying adaptive model predictive control for autonomous driving
by: Kebbati, Yassine, et al.
Published: (2025) -
Optimized self-adaptive PID speed control for autonomous vehicles
by: Kebbati, Yassine, et al.
Published: (2025) -
Autonomous driving using an optimized neural network based adaptive LPV-MPC controller
by: Kebbati, Yassine, et al.
Published: (2025)