5 citations · 5 across the 4 of their papers we have counts for
4 papers
Extremum Seeking Nonovershooting Control of Strict-Feedback Systems Under Unknown Control Direction
Kaixin Lu, Ziliang Lyu, Yanfang Mo +2
This paper addresses the nonovershooting control problem for strict-feedback nonlinear systems with unknown control direction. We propose a method that integrates extremum seeking…
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling with Oblique Projections
Yanfang Mo, S. Joe Qin
In this paper, we propose a probabilistic reduced-dimensional vector autoregressive (PredVAR) model to extract low-dimensional dynamics from high-dimensional noisy data. The model…
Latent Dynamic Networked System Identification with High-Dimensional Networked Data
Jiaxin Yu, Yanfang Mo, S. Joe Qin
Networked dynamic systems are ubiquitous in various domains, such as industrial processes, social networks, and biological systems. These systems produce high-dimensional data that…
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections
Yanfang Mo, Jiaxin Yu, S. Joe Qin
In this paper, we propose a probabilistic reduced-dimensional vector autoregressive (PredVAR) model with oblique projections. This model partitions the measurement space into a dyn…