Design of a distributed finite-time observer using observability decompositions

Design of a distributed finite-time observer using observability decompositions
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使用可观测性分解设计分布式有限时间观测器

DOI:
10.23919/ecc.2019.8795622
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发表时间:
2019
期刊:
2019 18th European Control Conference (ECC)
影响因子:
--
通讯作者:
J. Richard
J. Richard
中科院分区:
--
文献类型:
--
作者:
H. Silm;R. Ushirobira;D. Efimov;W. Michiels;J. Richard

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本文提出了一种分布式观测器来估计线性时不变对象在有限时间内每个观测器节点的状态。该设计基于分解为局部可观测和不可观测的子态以及齐次系统的性质。每个观测器节点可以在有限时间内仅利用其测量值重构其局部可观测子状态。然后利用这种耦合,通过加入一致项,构造了剩余状态的有限时间收敛观测器。数值算例说明了结果。
In this paper, a distributed observer is presented to estimate the state of a linear time-invariant plant in finite-time in each observer node. The design is based on a decomposition into locally observable and unobservable substates and on properties of homogeneous systems. Each observer node can reconstruct in finite-time its locally observable substate with its measurements only. Then exploiting the coupling, a finite-time converging observer is constructed for the remaining states by adding the consensus terms. A numerical example illustrates the result.
时变图上的有限时间分布式状态估计:利用信息时代
DOI: 10.23919/acc.2019.8814627
发表时间: 2019
期刊: American Control Conference
影响因子: --
作者:
Mitra, Aritra;Richards, John A.;Bagchi, Saurabh;Sundaram, Shreyas
通讯作者: Sundaram, Shreyas