不确定矢量二阶动力系统物理框架中的luenberger类区间观测器设计

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2025-02-01 Epub Date: 2025-01-27 DOI:10.1016/j.jfranklin.2025.107549
Long-wen Liu , Jin-yang Huang , Awais Khan
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引用次数: 0

摘要

本文首次研究了一类不确定矢量二阶系统的类luenberger动态区间观测器的设计问题。首先,在原有的VS系统物理框架内重构了基于坐标变换的经典LD-IO结构,并通过引入微分元素,重新表示其不确定性边界和输出,进一步发展了具有更多设计自由度的改进广义比例微分LD-IO结构。同时,将这两种ld - io的存在条件在VS系统的原始物理系数上表述为一类约束VS矩阵方程,与降阶法相比,在计算量和物理背景上都保持了一定的优势。我们证明了在共同观测条件下存在条件的可解性,并通过求解约束VS矩阵方程得到了两个ld - io的参数表达式,更清晰地显示了可用的设计参数,从而比基于lmi的设计参数具有更大的可操作性和更小的保守性。此外,针对特殊的分散输出,讨论并推广了上述结果在不同耦合模式下的应用。最后,分别对非线性机械臂系统和航天器相对运动系统进行了仿真,验证了所提方法的优越性和正确性。
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Luenberger-like interval observer design in the physical framework of uncertain vector second-order dynamic systems
This paper is the first to investigate the design problem of Luenberger-like dynamic interval observers (LD-IOs) for a class of uncertain vector second-order (VS) systems. First, a coordinate transformation-based classical LD-IO structure is re-built within the original physical framework of VS systems, and an improved generalized proportional–differential LD-IO structure with more design degrees of freedom is further developed through introducing the differential elements and re-representing its uncertainty boundaries and outputs. Meanwhile, the existence conditions of such two LD-IOs are formulated as a class of constrained VS matrix equations on the original physical coefficients of VS systems, which better retains certain advantages on computational amount and physical background than the order-reduction ones. We prove the solvability of the existence conditions under the common observable condition, and the parametric expressions of two LD-IOs are obtained by solving the constrained VS matrix equations, more clearly showing the available design parameters and thus providing greater operability and less conservatism than the LMIs-based one. Besides, the above results are discussed and extended in different coupling modes for the special decentralized outputs. Finally, a non-linear robotic manipulator system and a spacecraft relative motion system are separately simulated to verify the superiority and correctness of the proposed methods.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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