Variable Stability Control Approach for Angle Following of Steer-by-wire System

Abstract It is particularly challenging to develop a new control theory like human intelligence, as human cognition and decision-making are variable in changing environments. In this article, the idea of variable stability is adopted to design a human-like control algorithm, referred to as variable stability control. A variable model perturbation put into the system dynamics model is computed by model game control, which simulates changes in human cognition. Lyapunov stability control is employed to formulate a backstepping control law that mimics the underlying logic algorithm in human decision-making. Some variable algorithm parameters embedded into the control law are calculated using model predictive control, which imitates dynamic tuning in human decision-making. From another perspective, variable stability control is an algorithm-hybrid control approach validated in a steer-by-wire system for angle tracking. According to the experimental results, variable stability control is a promising candidate for angle tracking in steer-by-wire systems.

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Publication Details

Journal
Chinese Journal of Mechanical Engineering
Published
2025-08-11
DOI
https://doi.org/10.1186/s10033-025-01304-9
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
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article

Variable Stability Control Approach for Angle Following of Steer-by-wire System

Yujiang Wei, Ziang Xu, Qin Shi, Shanshan Peng et al.
Chinese Journal of Mechanical Engineering
Adaptive Control of Nonlinear Systems
article

Variable Stability Control Approach for Angle Following of Steer-by-wire System

Yujiang Wei, Ziang Xu, Qin Shi, Shanshan Peng, Feng Hao, Lin He
article en

Abstract

Abstract It is particularly challenging to develop a new control theory like human intelligence, as human cognition and decision-making are variable in changing environments. In this article, the idea of variable stability is adopted to design a human-like control algorithm, referred to as variable stability control. A variable model perturbation put into the system dynamics model is computed by model game control, which simulates changes in human cognition. Lyapunov stability control is employed to formulate a backstepping control law that mimics the underlying logic algorithm in human decision-making. Some variable algorithm parameters embedded into the control law are calculated using model predictive control, which imitates dynamic tuning in human decision-making. From another perspective, variable stability control is an algorithm-hybrid control approach validated in a steer-by-wire system for angle tracking. According to the experimental results, variable stability control is a promising candidate for angle tracking in steer-by-wire systems.

Chinese Journal of Mechanical EngineeringVol. 38(1)
Hefei University of Technology (CN), JAC Motors (China) (CN)
National Natural Science Foundation of China
Peace, Justice and strong institutions
Openalex Percentile: Top 75%
Adaptive Control of Nonlinear Systems
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