Neural Networks Modeling and Control: Applications for Unknown Nonlinear Delayed Systems in Discrete Time

ISBN-13: 9780128170786 / Angielski / Miękka / 2020 / 158 str.

Alma y. Alanis; Jorge Rios; Nancy Arana-Daniel

Spis treści

1. Introduction2. Mathematical preliminaries3. Recurrent high order neural network identification of nonlinear discrete-time unknown system with time-delays4. Neural identifier-control scheme for nonlinear discrete-time unknown system with time-delays5. Recurrent high order neural network observer of nonlinear discrete-time unknown systems with time-delays6. Neural observer-control scheme for nonlinear discrete-time unknown system with time-delays7. Concluding remarks and future trends

AppendixA. Artificial neural networksB. Linear induction motor prototypeC. Differential robot prototype