Moving-Horizon State Estimation for Nonlinear Systems Using Neural Networks

On Gaussian Optimal Smoothing of Non-Linear State Space Models

(2010) Simo Sarkka et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Optimization based on quasi-Monte Carlo sampling to design state estimators for non-linear systems

(2010) A. Alessandri et al.   OPTIMIZATION

Neural network compensation control for mechanical systems with disturbances

(2009) Xuemei Ren et al.   AUTOMATICA

Variable Neural Direct Adaptive Robust Control of Uncertain Systems

(2009) Jianming Lian et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Adaptive Neural Control Design for Nonlinear Distributed Parameter Systems With Persistent Bounded Disturbances

(2009) Huai-Ning Wu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Fault Detection and Diagnosis Based on Modeling and Estimation Methods

(2009) Sunan Huang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Discrete-time neural network output feedback control of nonlinear discrete-time systems in non-strict form

(2008) J. Vance et al.   AUTOMATICA

Moving-horizon state estimation for nonlinear discrete-time systems: New stability results and approximation schemes

(2008) Angelo Alessandri et al.   AUTOMATICA

An adaptive optimization scheme with satisfactory transient performance

(2008) Elias B. Kosmatopoulos   AUTOMATICA

Asymptotic Tracking for Uncertain Dynamic Systems Via a Multilayer Neural Network Feedforward and RISE Feedback Control Structure

(2008) Parag M. Patre et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Neural-Network-Based State Feedback Control of a Nonlinear Discrete-Time System in Nonstrict Feedback Form

(2008) Sarangapani Jagannathan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A fast moving horizon estimation algorithm based on nonlinear programming sensitivity

(2008) Victor M. Zavala et al.   JOURNAL OF PROCESS CONTROL