Larbi Meziane, El-Hadi Guechi, A. Maidi, Y. Zennir, Karim Belahret
{"title":"Model predictive controller for a microrobot navigating in a vascular channel by following a trajectory generated with a joystick device","authors":"Larbi Meziane, El-Hadi Guechi, A. Maidi, Y. Zennir, Karim Belahret","doi":"10.51485/ajss.v7i4.178","DOIUrl":null,"url":null,"abstract":"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 \n ","PeriodicalId":153848,"journal":{"name":"Algerian Journal of Signals and Systems","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Algerian Journal of Signals and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51485/ajss.v7i4.178","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
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