no code implementations • 15 Mar 2024 • Yuanhang Zhang, Zhidi Lin, Yiyong Sun, Feng Yin, Carsten Fritsche
Deep state-space models (DSSMs) have gained popularity in recent years due to their potent modeling capacity for dynamic systems.
1 code implementation • 10 Dec 2023 • Zhidi Lin, Yiyong Sun, Feng Yin, Alexandre Hoang Thiéry
The Gaussian process state-space models (GPSSMs) represent a versatile class of data-driven nonlinear dynamical system models.
no code implementations • 8 Sep 2023 • Yiyong Sun, Zhang Chen, Guang Zhai, Bin Liang
The proposed observer consists of two layers: the first layer is a traditional sliding mode observer, and the second layer is a cascade observer.