no code implementations • 6 Nov 2023 • Feilong Zhang
The design and structure of generalized predictive control (GPC) are not simple and intuitive.
no code implementations • 29 Jun 2021 • Feilong Zhang
Based on equivalent-dynamic-linearization model (EDLM), we propose a kind of model predictive control (MPC) for single-input and single-output (SISO) nonlinear or linear systems.
no code implementations • CVPR 2021 • Feilong Zhang, Xianming Liu, Cheng Guo, Shiyi Lin, Junjun Jiang, Xiangyang Ji
Specifically, we unfold the iterative process of the alternative projection phase retrieval into a feed-forward neural network, whose layers mimic the processing flow.
no code implementations • 25 May 2021 • Feilong Zhang
First of all, in order to accurately describe the nonlinear system model at each time, we compensate the equivalent dynamic linearization model (EDLM) with disturbance and prove it through the definition of differentiability and the Taylor series.
no code implementations • 28 Oct 2020 • Feilong Zhang
The model-free adaptive control (MFAC) law is a promising method in applications.
no code implementations • 30 Sep 2020 • Feilong Zhang
In this brief, the current robust numerical solution to the inverse kinematics based on Levenberg-Marquardt (LM) method is reanalyzed through control theory instead of numerical method.
no code implementations • 7 Sep 2020 • Feilong Zhang
We analyzed model-free adaptive control (MFAC) law through closed-loop function to widen its application range.
no code implementations • 22 Aug 2020 • Feilong Zhang
The current model-free adaptive control (MFAC) method is designed on the basis of the equivalent-dynamic-linearization model (EDLM) with neglect of the time delay and disturbance in practical.