98 citations · 580 across the 28 of their papers we have counts for
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eess.SY2022
Data-Driven Inverse of Linear Systems and Application to Disturbance Observers
Yongsoon Eun, Jaeho Lee, Hyungbo Shim
This work develops a data-based construction of inverse dynamics for LTI systems. Specifically, the problem addressed here is to find an input sequence from the corresponding outpu…
eess.SY2022
Model Reference Gaussian Process Regression: Data-Driven Output Feedback Controller
Hyuntae Kim, Hamin Chang, Hyungbo Shim
Data-driven controls using Gaussian process regression have recently gained much attention. In such approaches, system identification by Gaussian process regression is mostly follo…
eess.SY2022★ 2 cited
Data-driven Output-feedback Predictive Control: Unknown Plant's Order and Measurement Noise
Nam H. Jo, Hyungbo Shim
The aim of this paper is to propose a new data-driven control scheme for multi-input-multi-output linear time-invariant systems whose system model are completely unknown. Using a n…