Title

Network Control of Nonlinear Discrete Time Systems

Department(s)

Electrical and Computer Engineering

Library of Congress Subject Headings

Automatic control
Discrete-time systems
Neural networks (Computer science)
Nonlinear control theory

Document Type

Book

Document Version

Citation

File Type

text

Language(s)

English

Table of Contents

1. Background on Neural Networks -- 2. BACKGROUND AND FEEDBACK LINEARIZATION OF DYNAMICAL SYSTEMS -- 3. NEURAL NETWORK CONTROL OF NONLINEAR SYSTEMS AND FEEDBACK LINEARIZATION -- 4. NEURAL NETWORK CONTROL OF UNCERTAIN NONLINEAR DISCRETE-TIME SYSTEMS WITH ACTUATOR NONLINEARITIES -- 5. OUTPUT FEEDBACK CONTROL OF STRICT FEEDBACK MIMO NONLINEAR MULTI-INPUT MULTI-OUTPUT DISCRETE-TIME SYSTEMS -- 6. NEURAL NETWORK CONTROL OF NONSTRICT FEEDBACK NONLINEAR SYSTEMS -- 7. SYSTEM IDENTIFICATION USING DISCRETE-TIME NEURAL NETWORKS -- 8. DISCRETE-TIME MODEL REFERENCE ADAPTIVE CONTROL USING NEURAL NETWORKS -- 9. NEURAL NETWORK CONTROL OF NONLINEAR SYSTEMS USING HJB FORMULATION -- 10. NEURAL NETWORK OUTPUT FEEDBACK CONTROLLER DESIGN AND EMBEDDED HARDWARE IMPLEMENTATION

Rights

© 2006 CRC Press, All rights reserved.


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