传感器与微系统2024,Vol.43Issue(3) :31-34.DOI:10.13873/J.1000-9787(2024)03-0031-04

基于模型预测控制的仿生海豚路径跟踪研究

Path tracking research of bionic dolphin based on MPC

付乐乐 陈宏 叶镇豪 巩伟杰 何莉
传感器与微系统2024,Vol.43Issue(3) :31-34.DOI:10.13873/J.1000-9787(2024)03-0031-04

基于模型预测控制的仿生海豚路径跟踪研究

Path tracking research of bionic dolphin based on MPC

付乐乐 1陈宏 1叶镇豪 1巩伟杰 1何莉1
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作者信息

  • 1. 深圳大学机电与控制工程学院,广东深圳 518061
  • 折叠

摘要

针对水下路径跟踪问题,研究了基于模型预测控制(MPC)的仿生海豚跟踪控制.在误差模型线性化基础上引入MPC,使仿生海豚在满足控制约束的条件下有效地完成路径跟踪,且克服了反步控制算法的速度跳变,超限问题.并建立海流模型,针对有无海流干扰影响情况,进行路径跟踪分析,仿真与实验表明,不同环境下其提出的跟踪算法均有效可行.

Abstract

Aiming at problem of underwater path tracking,the tracking control of bionic dolphin based on model predictive control(MPC)is studied.MPC is introduced on the basis of error model linearization,so that the bionic dolphin can effectively complete path tracking under the condition of satisfying control constraints.It also overcomes the speed jump and over limit problems of backstepping control algorithm.The current model is established,and the path tracking analysis is carried out for the presence or absence of current interference.Simulation and experiment show that the proposed tracking algorithm is effective and feasible in different environments.

关键词

仿生海豚/模型预测控制/路径跟踪/反步控制

Key words

bionic dolphins/model predictive control(MPC)/path tracking/backstepping control

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基金项目

深圳市科技计划资助项目(JCYJ20220818095816035)

出版年

2024
传感器与微系统
中国电子科技集团公司第四十九研究所

传感器与微系统

CSTPCD北大核心
影响因子:0.61
ISSN:1000-9787
参考文献量12
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