Prescribed finite-time tracking control with input buffer for a manipulator system

The prescribed finite-time trajectory tracking control problem with input buffer is investigated for a linkage manipulator system. The backstepping method is used to design the prescribed finite-time trajectory tracking controller. A new prescribed finite-time performance function is proposed, which can more easily regulate control performance. With the help of this performance function, a constraint control law is designed for the tracking error, and a better transient performance than the existing prescribed finite-time performance function can be obtained under the same parameter conditions for the trajectory tracking process of the manipulator system. At the same time, a control input buffer function is designed, which solves both the overvoltage problem of control input caused by the overlarge position error of the manipulator and the problem that the manipulator system is difficult to start under heavy load. The simulation experiments verify the effectiveness and superiority of the proposed controller.

Authors

Publication Details

Journal
Journal of applied artificial intelligence.
Published
2024-10-18
DOI
https://doi.org/10.59782/aai.v1i3.327
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Prescribed finite-time tracking control with input buffer for a manipulator system

Emily Harris, William Andrew, John Anderson, Michael Thompson
Journal of applied artificial intelligence.
Adaptive Control of Nonlinear Systems
article

Prescribed finite-time tracking control with input buffer for a manipulator system

Emily Harris, William Andrew, John Anderson, Michael Thompson
article en

Abstract

The prescribed finite-time trajectory tracking control problem with input buffer is investigated for a linkage manipulator system. The backstepping method is used to design the prescribed finite-time trajectory tracking controller. A new prescribed finite-time performance function is proposed, which can more easily regulate control performance. With the help of this performance function, a constraint control law is designed for the tracking error, and a better transient performance than the existing prescribed finite-time performance function can be obtained under the same parameter conditions for the trajectory tracking process of the manipulator system. At the same time, a control input buffer function is designed, which solves both the overvoltage problem of control input caused by the overlarge position error of the manipulator and the problem that the manipulator system is difficult to start under heavy load. The simulation experiments verify the effectiveness and superiority of the proposed controller.

Journal of applied artificial intelligence.Vol. 1(3)
Peace, Justice and strong institutions
Openalex Percentile: Top 79%
Adaptive Control of Nonlinear Systems
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Prescribed finite-time tracking control with input buffer for a manipulator system — Emily Harris, William Andrew, et al. · Journal of applied artificial intelligence. (2024) | TGRS Research Map | TGRS