Nonlinear MPC for collision-free and deadlock-free navigation of multiple nonholonomic mobile robots

AS Lafmejani, S Berman - Robotics and Autonomous Systems, 2021 - Elsevier
In this paper, we present an online nonlinear Model Predictive Control (MPC) method for
collision-free, deadlock-free navigation by multiple autonomous nonholonomic Wheeled …

Stabilizing NMPC of wheeled mobile robots using open-source real-time software

MW Mehrez, GKI Mann… - 2013 16th International …, 2013 - ieeexplore.ieee.org
In this paper, a recently developed open-source toolkit implementing fast nonlinear model
predictive control (NMPC) routines has been utilized to achieve the two main control …

Nmpc-lbf: Nonlinear mpc with learned barrier function for decentralized safe navigation of multiple robots in unknown environments

AS Lafmejani, S Berman… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
In this paper, we present a decentralized control approach based on a Nonlinear Model
Predictive Control (NMPC) method that employs barrier certificates for safe navigation of …

A Novel Collision‐Free Navigation Approach for Multiple Nonholonomic Robots Based on ORCA and Linear MPC

R Mao, H Gao, L Guo - Mathematical Problems in Engineering, 2020 - Wiley Online Library
In the study of collision‐free navigation methods of multirobots, much attention has been
paid to the constraints of external environment. However, most of the wheeled mobile robots …

Nonlinear model predictive control-based collision avoidance for mobile robot

OY Ismael, M Almaged, AI Abdulla - Journal of Robotics and …, 2024 - journal.umy.ac.id
This work proposes an efficient and safe single-layer Nonlinear Model Predictive Control
(NMPC) system based on LiDAR to solve the problem of autonomous navigation in cluttered …

Finite horizon robust nonlinear model predictive control for wheeled mobile robots

PN Dao, HQ Nguyen, TL Nguyen… - … Problems in Engineering, 2021 - Wiley Online Library
The control of mobile robotic systems with input constraints is still a remarkable problem for
many applications. This paper studies the model predictive control‐based kinematic control …

Nonlinear model predictive control for trajectory tracking of nonholonomic mobile robots: A modified approach

TP Nascimento, CET Dórea… - International Journal of …, 2018 - journals.sagepub.com
Trajectory tracking for autonomous vehicles is usually solved by designing control laws that
make the vehicles track predetermined feasible trajectories based on the trajectory error …

Nonholonomic mobile robots' trajectory tracking model predictive control: a survey

TP Nascimento, CET Dórea, LMG Gonçalves - Robotica, 2018 - cambridge.org
Model predictive control (MPC) theory has gained attention with the recent increase in the
processing power of computers that are now able to perform the needed calculations for this …

Trajectory-tracking control of mobile robot systems incorporating neural-dynamic optimized model predictive approach

Z Li, J Deng, R Lu, Y Xu, J Bai… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Mobile robots tracking a reference trajectory are constrained by the motion limits of their
actuators, which impose the requirement for high autonomy driving capabilities in robots …

Model predictive control of nonholonomic mobile robots without stabilizing constraints and costs

K Worthmann, MW Mehrez, M Zanon… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The problem of steering a nonholonomic mobile robot to a desired position and orientation
is considered. In this paper, a model predictive control (MPC) scheme based on tailored …