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State estimation of interconnected ensembles with anonymized outputs

机译:具有匿名输出的互连乐团的状态估计

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Abstract: We consider the problem of reconstructing the initial states of an ensemble of linear systems from output measurements that are anonymized in the sense that the association between output measurements and systems in the ensemble is lost. Building on our previous works, in this paper we consider the situation in which there are couplings between the different systems in the ensemble. We demonstrate that for a particular class of coupled ensembles, the coupled problem can be efficiently reduced to the well-established uncoupled case. This class consists of groups of homogeneous linear systems that are coupled through all-to-all diffusive coupling. By virtue of the reduction to the uncoupled case, we are able to formulate non-pathological sampling results for the specific coupled case. Furthermore, we illustrate the theoretical techniques by means of a practical simulation example.
机译:摘要:我们考虑了从输出测量值重建线性系统整体的初始状态的问题,这种输出方法在输出测量值与整体系统之间的关联丢失的意义上是匿名的。在我们之前的工作的基础上,本文考虑了集合中不同系统之间存在耦合的情况。我们证明,对于一类特定的耦合合奏,可以将耦合问题有效地减少到已建立好的未耦合情况。此类由通过所有扩散耦合耦合的齐次线性系统组组成。通过简化为非耦合情况,我们能够为特定耦合情况制定非病理学采样结果。此外,我们通过一个实际的仿真示例来说明理论技术。

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