Observer-Based Fixed-Time Composite Adaptive Fuzzy Consensus Control for Multiple Spacecraft

This article investigates the observer-based composite adaptive fuzzy fixed-time consensus control issue for multiple spacecraft attitude system with unmeasurable states. Fuzzy logic systems (FLSs) are applied to tackle unknown nonlinearity in spacecraft system. Based on FLSs, a fuzzy observer is constructed for the estimation of unmeasurable states. Meanwhile, to improve the approximation performance of FLSs, a fixed-time serial-parallel estimation model is designed. The quadratic function is employed to address the potential singularity issue in the derivative of the virtual controller. Additionally, a filter with fixed-time stable is introduced to avert the complex explosion issue. To this end, a fixed-time composite adaptive consensus control scheme is designed by considering the prediction error of the serial-parallel estimation model. Under the proposed scheme, the boundedness of all signals in the closed-loop system is ensured and the tracking error converges to a small neighborhood of zero within a fixed time. Eventually, the feasibility of the proposed control scheme is illustrated by the simulation results.

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Publication Details

Journal
IEEE Transactions on Aerospace and Electronic Systems
Published
2025-05-06
DOI
https://doi.org/10.1109/taes.2025.3565480
Primary Topic
Distributed Control Multi-Agent Systems
Type
article
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0.00
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article

Observer-Based Fixed-Time Composite Adaptive Fuzzy Consensus Control for Multiple Spacecraft

Huanqing Wang, Muxuan Li, Yaqi Feng, Siwen Liu
IEEE Transactions on Aerospace and Electronic Systems
Distributed Control Multi-Agent Systems
article

Observer-Based Fixed-Time Composite Adaptive Fuzzy Consensus Control for Multiple Spacecraft

Huanqing Wang, Muxuan Li, Yaqi Feng, Siwen Liu
article en

Abstract

This article investigates the observer-based composite adaptive fuzzy fixed-time consensus control issue for multiple spacecraft attitude system with unmeasurable states. Fuzzy logic systems (FLSs) are applied to tackle unknown nonlinearity in spacecraft system. Based on FLSs, a fuzzy observer is constructed for the estimation of unmeasurable states. Meanwhile, to improve the approximation performance of FLSs, a fixed-time serial-parallel estimation model is designed. The quadratic function is employed to address the potential singularity issue in the derivative of the virtual controller. Additionally, a filter with fixed-time stable is introduced to avert the complex explosion issue. To this end, a fixed-time composite adaptive consensus control scheme is designed by considering the prediction error of the serial-parallel estimation model. Under the proposed scheme, the boundedness of all signals in the closed-loop system is ensured and the tracking error converges to a small neighborhood of zero within a fixed time. Eventually, the feasibility of the proposed control scheme is illustrated by the simulation results.

IEEE Transactions on Aerospace and Electronic SystemsVol. 61(4)
Bohai University (CN)
Affordable and clean energy
Openalex Percentile: Top 91%
Distributed Control Multi-Agent Systems
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Observer-Based Fixed-Time Composite Adaptive Fuzzy Consensus Control for Multiple Spacecraft — Huanqing Wang, Muxuan Li, et al. · IEEE Transactions on Aerospace and Electronic Systems (2025) | TGRS Research Map | TGRS