Peaking Removing in Semi-Global Stabilization for a Class of Nonlinear Cascaded Systems Based on Control Barrier Functions

This article investigates the problem of removing the peaking phenomenon in the stabilization of a class of nonlinear cascaded systems using linear partial state feedback within a quadratic program (QP) framework. By appropriately designing the QP and selecting its parameters, the inter-subsystem cascaded input terms are effectively constrained within a desirable control-invariant set, thereby eliminating undesirable transient peaks. Semi-global stabilization of the overall system is achieved through only minimal modifications to the nominal linear feedback controllers. Owing to the simplicity of the resulting controller structure and the real-time efficiency of QP solvers, the proposed method is readily applicable to practical systems. Numerical examples from previous studies are revisited to demonstrate the effectiveness and robustness of the proposed control strategy.

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Publication Details

Journal
IEEE Transactions on Cybernetics
Published
2025-09-15
DOI
https://doi.org/10.1109/tcyb.2025.3604803
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
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article

Peaking Removing in Semi-Global Stabilization for a Class of Nonlinear Cascaded Systems Based on Control Barrier Functions

Juping Gu, Kecai Cao, Shenghui Guo, Changyun Wen et al.
IEEE Transactions on Cybernetics
Adaptive Control of Nonlinear Systems
article

Peaking Removing in Semi-Global Stabilization for a Class of Nonlinear Cascaded Systems Based on Control Barrier Functions

Juping Gu, Kecai Cao, Shenghui Guo, Changyun Wen, Shihua Li
article en

Abstract

This article investigates the problem of removing the peaking phenomenon in the stabilization of a class of nonlinear cascaded systems using linear partial state feedback within a quadratic program (QP) framework. By appropriately designing the QP and selecting its parameters, the inter-subsystem cascaded input terms are effectively constrained within a desirable control-invariant set, thereby eliminating undesirable transient peaks. Semi-global stabilization of the overall system is achieved through only minimal modifications to the nominal linear feedback controllers. Owing to the simplicity of the resulting controller structure and the real-time efficiency of QP solvers, the proposed method is readily applicable to practical systems. Numerical examples from previous studies are revisited to demonstrate the effectiveness and robustness of the proposed control strategy.

IEEE Transactions on CyberneticsVol. 55(12)
Nanyang Technological University (SG), Suzhou University of Science and Technology (CN), Southeast University (CN)
Openalex Percentile: Top 69%
Adaptive Control of Nonlinear Systems
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Peaking Removing in Semi-Global Stabilization for a Class of Nonlinear Cascaded Systems Based on Control Barrier Functions — Juping Gu, Kecai Cao, et al. · IEEE Transactions on Cybernetics (2025) | TGRS Research Map | TGRS