Evidence map›Paper›PMID 42280901›Full record

ArticleSensors (Basel, Switzerland)2026

Virtual State Coupled Sliding Mode Control: An Energy Exchange Approach with Tunable Performance Trade-Off.

Jialong Wang, Jianli Wang, Jiaxin Jing, Canyang Zhao, Lei Zhang

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jialong WangCollege of Electrical Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0009-9497-3121
Jianli WangCollege of Electrical Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0001-8887-1075
Jiaxin JingCollege of Electrical Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0009-8739-4586
Canyang ZhaoCollege of Electrical Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0008-2347-0116
Lei ZhangCollege of Electrical Engineering, Henan University of Technology, Zhengzhou 450001, China.ORCID 0000-0003-3591-6206

Funding

Cultivation Programme for Young Backbone Teachers of Henan University of Technology N/AHenan Province Science and Technology Vice President Program N/ANatural Science Youth Fund project of Henan Province 242300421439Open Fund of Key Laboratory of Grain Information Processing and Control, Ministry of Education (Henan University of Technology) KFJJ2023006
6 · The paper itself

Abstract

Traditional sliding mode control (SMC) lacks an active mechanism for redistributing energy among state channels during transient convergence, resulting in a rigid trade-off between response speed, overshoot suppression, and energy efficiency. This paper proposes a virtual state coupled SMC method that introduces a dynamic virtual state with bilinear product coupling x1x2 into the sliding surface. Unlike conventional virtual states that serve as static linear combinations or observer-based estimates, the proposed virtual state evolves dynamically and establishes an active energy exchange channel between the real and virtual state dynamics. Linearization and Lyapunov-based analyses prove local asymptotic stability of the closed-loop system. The coupling strength γ is shown to be decoupled from the linearized local eigenvalues and thus governs the energy-performance trade-off independently, while the condition c>γ/4 guarantees a non-vanishing domain of attraction. Simulations demonstrate that the proposed method achieves up to 53.2% control energy reduction under disturbance-free conditions compared with conventional SMC. Under persistent high-frequency disturbances, increasing γ reduces oscillations by 54.2% at a controllable energy cost of 45.7%. Systematic parameter selection guidelines are provided, and Monte Carlo simulations (500 trials, ±30% parameter perturbations) confirm 100% convergence. The proposed method offers an independently adjustable energy-performance trade-off mechanism suitable for sensor-based motion systems with stringent transient and energy requirements.

Indexed as

bilinear product couplingenergy exchangesliding mode controltransient performance trade-offvirtual state coupling

Identifiers

PMID42280901
PMCPMC13259181

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.