Reliability-Constrained Uncertain Spacecraft Sliding Mode Attitude Tracking Control With Interval Parameters

This study proposes a time-varying reliability-constrained uncertain sliding mode control to improve spacecraft attitude tracking under incomplete information, with uncertainties modeled as interval parameters. The need for sliding mode control in spacecraft attitude tracking is introduced, and a nominal controller with stability proof is developed. To overcome the challenge of large sample requirements in aerospace applications, an interval uncertainty analysis method is incorporated into the design of attitude prediction and tracking systems. An interval cooperative iterative prediction method, inspired by orthogonal polynomials, is introduced to estimate attitude angles accurately. The nominal controller is then converted into an interval-based sliding mode controller with trajectory bounds. To assess the dynamic safety of spacecraft, interval-based time-varying reliability is applied, accounting for constant or varying critical values of control system safety. An optimization problem based on the proposed method is solved using a multiobjective algorithm. A numerical example demonstrates the effectiveness of the approach, compared to Monte Carlo simulations.

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Publication Details

Journal
IEEE Transactions on Aerospace and Electronic Systems
Published
2025-01-16
DOI
https://doi.org/10.1109/taes.2025.3529798
Citations
93
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
112.95
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article

Reliability-Constrained Uncertain Spacecraft Sliding Mode Attitude Tracking Control With Interval Parameters

Y. Y. Liu, Yang Chen, Han Gao
93 citations
IEEE Transactions on Aerospace and Electronic Systems
Adaptive Control of Nonlinear Systems
112.95
article

Reliability-Constrained Uncertain Spacecraft Sliding Mode Attitude Tracking Control With Interval Parameters

Y. Y. Liu, Yang Chen, Han Gao
article en
93 citations

Abstract

This study proposes a time-varying reliability-constrained uncertain sliding mode control to improve spacecraft attitude tracking under incomplete information, with uncertainties modeled as interval parameters. The need for sliding mode control in spacecraft attitude tracking is introduced, and a nominal controller with stability proof is developed. To overcome the challenge of large sample requirements in aerospace applications, an interval uncertainty analysis method is incorporated into the design of attitude prediction and tracking systems. An interval cooperative iterative prediction method, inspired by orthogonal polynomials, is introduced to estimate attitude angles accurately. The nominal controller is then converted into an interval-based sliding mode controller with trajectory bounds. To assess the dynamic safety of spacecraft, interval-based time-varying reliability is applied, accounting for constant or varying critical values of control system safety. An optimization problem based on the proposed method is solved using a multiobjective algorithm. A numerical example demonstrates the effectiveness of the approach, compared to Monte Carlo simulations.

IEEE Transactions on Aerospace and Electronic SystemsVol. 61(3)
Beijing Institute of Technology (CN), Beihang University (CN)
Affordable and clean energy
Openalex Percentile: Top 0%
Adaptive Control of Nonlinear Systems
112.95
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