scholarly journals On filter consistency of discrete-time nonlinear systems with partial-state measurements

2013 ◽  
Author(s):  
Guoquan P. Huang ◽  
Stergios I. Roumeliotis
Keyword(s):  
Nonlinear Systems ◽  
Discrete Time ◽  
Partial State

scholarly journals Interval criterion for stability analysis of discrete-time nonlinear systems with partial state saturation nonlinearities

2006 ◽  
Vol 19 (2) ◽  
pp. 271-286
Author(s):  
Lubomir Kolev ◽  
Simona Filipova-Petrakieva ◽  
Valeri Mladenov
Keyword(s):  
Nonlinear Systems ◽  
Discrete Time ◽  
Lyapunov Functions ◽  
Sufficient Conditions ◽  
Positive Definite ◽  
Interval Uncertainties ◽  
Partial State ◽  
Definite Interval ◽  
Outer Bounds ◽  
State Saturation

A generalization of sufficient conditions for global asymptotic stability of the equilibrium of discrete-time nonlinear systems with saturation non linearity's on part of the states in the case of interval uncertainties is considered. When using quadratic form Lyapunov functions, sufficient conditions based on the positive definite interval matrices are presented. In order to check this, a recently proposed method for determining the outer bounds of eigenvalues ranges is used. A numerical example illustrating the applicability of the method suggested is solved in the end of the paper.

scholarly journals A Nearer Optimal and Faster Trained Value Iteration ADP for Discrete-Time Nonlinear Systems

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 14933-14944
Author(s):  
Junping Hu ◽  
Gen Yang ◽  
Zhicheng Hou ◽  
Gong Zhang ◽  
Wenlin Yang ◽  
...  
Keyword(s):  
Nonlinear Systems ◽  
Discrete Time ◽  
Value Iteration

Fast neural learning and control of discrete-time nonlinear systems

1995 ◽  
Vol 25 (3) ◽  
pp. 478-488 ◽  
Author(s):  
Liang Jin ◽  
P.N. Nikiforuk ◽  
M.M. Gupta
Keyword(s):  
Nonlinear Systems ◽  
Discrete Time ◽  
Neural Learning ◽  
And Control
Sign in / Sign up

Export Citation Format

Share Document