Robotics & Machine Learning Daily News2024,Issue(Nov.29) :26-27.

New Data from Zhejiang University of Technology Illuminate Findings in Robotics (Tvie-based Fault-tolerant Model Predictive Control for Trajectory Tracking of M obile Robot)

浙江工业大学的新数据阐明了机器人学的研究成果(基于tvi的移动机器人轨迹跟踪容错模型预测控制)

Robotics & Machine Learning Daily News2024,Issue(Nov.29) :26-27.

New Data from Zhejiang University of Technology Illuminate Findings in Robotics (Tvie-based Fault-tolerant Model Predictive Control for Trajectory Tracking of M obile Robot)

浙江工业大学的新数据阐明了机器人学的研究成果(基于tvi的移动机器人轨迹跟踪容错模型预测控制)

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摘要

由一名新闻记者-机器人与机器学习日报的工作人员新闻编辑每日新闻-机器人的最新数据在一份新的报告中呈现。根据消息来源来自中华人民共和国杭州的NewsRx记者,研究称:“本文轮式车辆线性变参数(LPV)系统轨迹跟踪控制问题研究具有执行器故障和约束的移动机器人(WMR)时变中间估计器提出了基于(tview)的容错模型预测控制(MPC)方法。获得真实系统针对执行器故障,在现有传统IE的基础上,设计了一个优化的目标函数,用于解决执行器故障在线更新其观察者增益,从而导致TVIE。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Fresh data on Robotics are presented i n a new report. According to news originatingfrom Hangzhou, People’s Republic o f China, by NewsRx correspondents, research stated, “This paperinvestigates the trajectory tracking control issue for a linear parameter-varying (LPV) system o f a wheeledmobile robot (WMR) with actuator fault and constraints, where a time -varying intermediate estimator(TVIE)-based fault-tolerant model predictive con trol (MPC) method is proposed. To obtain the real systemwith actuator fault, ba sed on the existing traditional IE, an optimized objective function is designed toupdate its observer gain online, which results in a TVIE.”

Key words

Hangzhou/People’s Republic of China/As ia/Emerging Technologies/Machine Learning/Robot/Robotics/Zhejiang Universit y of Technology

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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