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eess.SY2023
Unidentifiability of System Dynamics: Conditions and Controller Design
Xiangyu Mao, Jianping He
How to make a dynamic system unidentifiable is an important but still open issue. It not only requires that the parameters of the systems but also the equivalent systems cannot be…
eess.SY2022
SVR-based Observer Design for Unknown Linear Systems: Complexity and Performance
Xuda Ding, Han Wang, Jianping He +2
In this paper we consider estimating the system parameters and designing stable observer for unknown noisy linear time-invariant (LTI) systems. We propose a Support Vector Regressi…
eess.SY2022
System Identification with Variance Minimization via Input Design
Xiangyu Mao, Jianping He, Chengcheng Zhao
The subspace method is one of the mainstream system identification method of linear systems, and its basic idea is to estimate the system parameter matrices by projecting them into…