Swedish Radar Data and File Header Processing
A MATLAB program for reading Swedish radar data and file headers, serving as an excellent reference for beginners in radar data processing with detailed code implementation insights
MATLAB Implementation of BP Neural Network Control
This MATLAB program implements BP neural network control, originally modified for my master's thesis application. The code is ready-to-run after downloading - simply copy and execute. For different control objects, users only need to modify the constraints and training datasets. The implementation includes key neural network components such as forward propagation, error backpropagation, and gradient descent optimization algorithms.
MATLAB Program for Principal Component Analysis with Contribution Rate Output and 2D Scatter Plot Visualization
This MATLAB program implements Principal Component Analysis (PCA) with functionality to output component contribution rates and generate 2D scatter plots for data visualization in principal component space. The code efficiently performs data dimensionality reduction while preserving essential information through eigenvalue decomposition and covariance matrix computation.
Radial Basis Function Neural Network (RBF) - MATLAB Implementation with Detailed Code Examples
Comprehensive MATLAB implementation of Radial Basis Function Neural Network (RBF), featuring detailed code explanations, practical applications, and algorithm breakdowns for effective learning and implementation.
QPSK Modulation for OFDM Systems with MATLAB Implementation
Implementation of Quadrature Phase Shift Keying (QPSK) modulation in Orthogonal Frequency Division Multiplexing (OFDM) systems using MATLAB programming
MATLAB Program for Online Automatic Tuning of Fuzzy Algorithm PID Controller Parameters
MATLAB program for online automatic tuning of fuzzy algorithm PID controller parameters with adaptive optimization capabilities
Pitch Extraction and Conversion to Musical Pitch
MATLAB implementation for pitch extraction and musical pitch conversion, featuring optimized functionality for improved accuracy and performance
Automotive Suspension System Models
Program Directory Appendix I. MATLAB Program: busmod.m file - Vehicle suspension system model establishment Appendix II. MATLAB Program: PID.m file - Suspension system root locus plot and PID controller design Appendix III. MATLAB Program: bode.m file - Vehicle suspension system frequency response design using Bode plot method Appendix IV. MATLAB Program: stafeed.m file - State feedback controller design for automotive suspension systems Appendix V. MATLAB Program: modela.m file - Main program for dynamic simulation of two-wheel vehicle suspension system
ECG Signal Plotting and Heart Rate Variability Assessment with MATLAB
Develop a MATLAB program to plot ECG signals, locate R-wave positions (provided in the dataset), calculate cardiac cycles, and generate a heart rate versus time curve to distinguish between normal and abnormal heart rhythms. Includes implementation details for signal processing and feature extraction.
HHT Transformation MATLAB Implementation
This MATLAB program for HHT transformation can be executed directly in the MATLAB environment with customizable parameters and sampling points. The program generates various power quality signals (such as voltage sag, harmonics, temporary swell, and interruption) that can be superimposed for analysis. The provided example demonstrates voltage sag analysis with configurable signal parameters through script modification.