MATLAB Simulation of System Identification and Adaptive Control (Revised Edition)
This revised edition provides a comprehensive MATLAB simulation-based exploration of fundamental theories and methods in system identification and adaptive control. The book comprises six chapters covering: Introduction, System Identification, Model Reference Adaptive Control, Self-tuning Control (including Generalized Predictive Control), Conventional Control Strategy-based Self-tuning Control, and Nonlinear System Identification and Control (including Neural Networks and Fuzzy Control). Each algorithm is accompanied by practical simulation examples, complete MATLAB code implementations, simulation results, and concise analyses to facilitate deeper understanding and application of core theories and algorithms.