Network Control of Nonlinear Discrete Time Systems

Author

Jagannathan Sarangapani, Missouri University of Science and TechnologyFollow

Recommended Citation

J. Sarangapani, "Network Control of Nonlinear Discrete Time Systems," CRC Press, Jan 2006.

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

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.

Publication Date

01 Jan 2006