Several Typical Algorithms for System Identification
Implementation of several classic system identification algorithms with comprehensive code comments and technical explanations.
Implementation of AR(2) Prediction Using Three LMS Algorithms
Implementation of AR(2) prediction using three LMS algorithms, Methods 2 and 3 recursively calculate Km with minor differences in d(n) selection; simple system identification using LSL and FTF algorithms.
MATLAB Code Implementation for RBF Neural Networks
Comprehensive documentation on RBF neural networks for system identification, featuring practical code examples and implementation techniques
System Identification Implementation with Known Input and Output Signals
System identification implementation using known input/output signals to obtain parameters including system function magnitude-frequency response
System Identification Using Adaptive Filters with Affine Projection Algorithm
System identification approach employing both full-update and partial-update variants of the Affine Projection Algorithm for adaptive filtering, featuring code implementation insights and performance optimization techniques.
System Identification and Adaptive Control
MATLAB Simulation for System Identification and Adaptive Control
Typical System Identification Examples and Their MATLAB Simulation Programs
This resource presents standard system identification problems along with their corresponding MATLAB simulation implementations, featuring detailed code analysis and algorithm explanations.
MATLAB Code Implementation for System Identification
MATLAB System Identification: Generation of M-Sequences, Inverse M-Sequences, and White Noise with Code Implementation Details
MATLAB Code Implementation for System Identification
MATLAB System Identification Implementation - Practical Exercises from "Dynamic Analysis and Mathematical Modeling of Mechanical Systems" (Edited by Wen Xisen) with Detailed Explanations and Code Descriptions