微机器人沿操纵杆装置产生的轨迹在血管通道中导航的模型预测控制器

Larbi Meziane, El-Hadi Guechi, A. Maidi, Y. Zennir, Karim Belahret
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引用次数: 0

摘要

本文提出了一种用于二维流体环境中微型机器人轨迹跟踪的模型预测控制方法。参考轨迹是使用操纵杆装置生成的,并使用Luenberger观测器进行估计。假设测量了微机器人的位置,目标是设计一个基于观测器的MPC控制,能够跟踪由操纵杆装置产生的参考轨迹。为了优化MPC控制,我们引入了一个二次准则,其中这些参数被确定为具有闭环系统的特定行为。最后给出了仿真结果,验证了该方法的有效性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model predictive controller for a microrobot navigating in a vascular channel by following a trajectory generated with a joystick device
This article proposes a model predictive control (MPC) for trajectory tracking of a microrobot in a 2D fluidic environment. The reference trajectory is generated using a joystick device and it is estimated using a Luenberger observer. Assuming that the position of the microrobot is measured, the objective is to design an observer-based MPC control capable to track the reference trajectory generated by a joystick device. To optimize the MPC control, we have introduced a quadratic criterion where these parameters are determined to have a specific behavior of the closed loop system. Finally, simulation results are presented here to show the efficiency of the proposed approach  
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