Search Results for author: Feilong Zhang

Found 8 papers, 0 papers with code

Design and Performance Analysis of a Class of Generalized Predictive Controllers

no code implementations6 Nov 2023 Feilong Zhang

The design and structure of generalized predictive control (GPC) are not simple and intuitive.

Predictive Control based on Equivalent Dynamic Linearization Model

no code implementations29 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.

Model Predictive Control

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging

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.

Retrieval

Model-Free Adaptive Control Compensated with Disturbance

no code implementations25 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.

Discussion on a Class of Model-Free Adaptive Control for Multivariable Systems

no code implementations28 Oct 2020 Feilong Zhang

The model-free adaptive control (MFAC) law is a promising method in applications.

Discussions on Inverse Kinematics based on Levenberg-Marquardt Method and Model-Free Adaptive (Predictive) Control

no code implementations30 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.

Performance Analysis of Model-Free Adaptive Control

no code implementations7 Sep 2020 Feilong Zhang

We analyzed model-free adaptive control (MFAC) law through closed-loop function to widen its application range.

Self-Tuning Control based on Modified Equivalent-Dynamic-Linearization Model

no code implementations22 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.

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