Stable adaptive control and estimation for nonlinear systems : neural and fuzzy approximator techniques

Author(s)

• Spooner, Jeffrey T
• Maggiore, Manfredi
• Ordones, Raul
• Passiono, Kevin M

Bibliographic Information

Stable adaptive control and estimation for nonlinear systems : neural and fuzzy approximator techniques

Jeffrey T. Spooner ... [et al.]

（Adaptive and learning systems for signal processing, communications, and control）

Wiley, 2002

Note

Includes bibliography (p.521-539) and indexes.

Other authors: Manfredi Maggiore, Raul Ordones, Kevin M. Passiono

Description and Table of Contents

Description

Includes a solution manual for problems. Provides MATLAB code for examples and solutions. Deals with robust systems in both theory and practice.

Table of Contents

Introduction. PART I: FOUNDATIONS. Mathematical Foundations. Neural Networks and Fuzzy Systems. Optimization for Training Approximators. Function Approximation. PART II: STATE-FEEDBACK CONTROL. Control of Nonlinear Systems. Direct Adaptive Control. Indirect Adaptive Control. Implementations and Comparative Studies. PART III:OUTPUT-FEEDBACK CONTROL. Output-Feedback Control. Adaptive Output Feedback Control. Applications. PART IV: EXTENSIONS. Discrete-Time Systems. Decentralized Systems. Perspectives on Intelligent Adaptive Systems. For Further Study. Bibliography. Index.

by "Nielsen BookData"

Details

• NCID: BA57612805
• ISBN:
  • 0471415464
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: New York
• Pages/Volumes: xvii, 545 p.
• Size: 25cm
• Classification:
  • DC21 : 629.836
• Subject Headings:
  • LCSH : Nonlinear control theory
  • LCSH : Adaptive control systems
  • LCSH : Fuzzy logic
• Parent Bibliography ID:
  • BA22396962