Adaptive Fixed-Time Practically Tracking Control for n-Link Flexible-Joint Manipulator With Input Quantization and Input Delay via Command Filter-Based Approach

This paper investigates the fixed-time trajectory tracking control problem for n-link flexible joint manipulator arms subject to input quantization, input delay, and unmodeled dynamics. To address the "explosion of complexity" issue inherent in backstepping-based designs, the command-filtered backstepping technique is employed. However, conventional control scheme utilized in fixed-time control often suffer from the singularity problem. Tackling this critical challenge, a novel error compensation mechanism is proposed by introducing a novelly designed switching function into the compensation signal structure, thereby effectively circumventing the potential singularity. Furthermore, the effects of communication pressure and input delay are explicitly handled with a hysteresis uniform quantizer. Concurrently, the proposed method efficiently mitigates the adverse impacts of unmodelled dynamics by an auxiliary signal. Through the introduction of a compact set in the stability analysis, all signals within the closed-loop system are rigorously proven to exhibit semi-globally practically fixed-time stability (SGPFTS). Simulation results validate the effectiveness and superior performance of the proposed control scheme.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3574842
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Adaptive Fixed-Time Practically Tracking Control for n-Link Flexible-Joint Manipulator With Input Quantization and Input Delay via Command Filter-Based Approach

Chao Ma, Meizhen Xia, Jiu Zhang, Rongyang Qiu
IEEE Access
Adaptive Control of Nonlinear Systems
article

Adaptive Fixed-Time Practically Tracking Control for n-Link Flexible-Joint Manipulator With Input Quantization and Input Delay via Command Filter-Based Approach

Chao Ma, Meizhen Xia, Jiu Zhang, Rongyang Qiu
article en

Abstract

This paper investigates the fixed-time trajectory tracking control problem for n-link flexible joint manipulator arms subject to input quantization, input delay, and unmodeled dynamics. To address the "explosion of complexity" issue inherent in backstepping-based designs, the command-filtered backstepping technique is employed. However, conventional control scheme utilized in fixed-time control often suffer from the singularity problem. Tackling this critical challenge, a novel error compensation mechanism is proposed by introducing a novelly designed switching function into the compensation signal structure, thereby effectively circumventing the potential singularity. Furthermore, the effects of communication pressure and input delay are explicitly handled with a hysteresis uniform quantizer. Concurrently, the proposed method efficiently mitigates the adverse impacts of unmodelled dynamics by an auxiliary signal. Through the introduction of a compact set in the stability analysis, all signals within the closed-loop system are rigorously proven to exhibit semi-globally practically fixed-time stability (SGPFTS). Simulation results validate the effectiveness and superior performance of the proposed control scheme.

IEEE AccessVol. 13
Yangzhou University (CN)
Openalex Percentile: Top 87%
Adaptive Control of Nonlinear Systems
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