Face Recognition Program with PCA-SVM Algorithm Implementation
Face Recognition Program with accessible source code, achieving high recognition accuracy through PCA dimensionality reduction and SVM classification
Deepen Understanding of the Kalman Filter Algorithm
Deepen comprehension of the Kalman filter algorithm, understand its fundamental characteristics, and master the basic steps and methodologies for applying Kalman filtering in research and practical implementations, including code-level implementation
Implementation of CAPON Algorithm for DOA Estimation
Utilizing 8 antenna array elements with the CAPON algorithm for Direction of Arrival (DOA) estimation, this study generates a curve plotting DOA estimation error versus Signal-to-Noise Ratio (SNR) variations.
MATLAB Simulation Algorithm for Long-Period Grating Transmission Spectrum Based on Coupling Theory
MATLAB simulation algorithm for long-period grating transmission spectrum based on grating coupling theory, featuring implementation of coupled-mode equations and spectral response modeling.
Kalman Filter Simulation for Aircraft Trajectory Tracking
A Kalman filter simulation program that models radar detection of aircraft flight trajectories, with comprehensive implementation details provided in the accompanying Word documentation. The program demonstrates state estimation techniques including
Image Fusion Program Based on Compressive Sensing
Image fusion program based on compressive sensing theory, implemented using MATLAB with optimized computational efficiency
MATLAB Implementation for Medical Image Processing with Segmentation Algorithms
Medical image processing implementation featuring two segmentation approaches: region growing-based segmentation and optimal threshold-based segmentation with code-level algorithm explanations
SC, minn and Park Algorithm Metric Functions
Implementation of metric functions for SC, minn and Park algorithms with calculated mean and variance values
Common Noise Forms in Accelerometer Output Signals and MATLAB Processing Methods
Analysis of common noise patterns in accelerometer signals with implementation of three processing methods: classical filters, polynomial fitting, and vector Kalman filters using MATLAB simulations, demonstrating Kalman filter superiority in noise su
MATLAB 6.X Assisted Optimization Computation and Design Source Code
Source code for MATLAB 6.X assisted optimization computation and design. All code in this compressed archive is fully functional and has been extensively used in teaching courses, proving highly effective for practical applications.
Powell Algorithm Implementation in MATLAB with Code Optimization Details
This file provides a complete MATLAB implementation of the Powell optimization algorithm, including comprehensive usage instructions and code structure explanation for numerical optimization problems.
Analytic Hierarchy Process
Construct judgment matrices from pairwise data comparisons with code implementation for processing these matrices, utilizing arithmetic mean method, geometric mean method, and eigenvalue method to derive weights, along with consistency verification c
MATLAB-Based Photovoltaic Power Generation System Featuring PV Model with MPPT Algorithm and Grid Integration Circuit
Comprehensive MATLAB implementation of photovoltaic power generation system including detailed PV modeling with Maximum Power Point Tracking (MPPT) algorithm and grid-connected circuit simulation
MATLAB Code Implementation for Random Sequence Generation
Programs for generating random sequences, white noise generation techniques, M-sequence generation algorithms, along with least squares identification programs including batch processing for second-order systems, practical pressure system identificat
Path Planning Implementation Using Depth-First Search Algorithm
A path planning solution utilizing depth-first search algorithm that enables movement from start point to target point while avoiding obstacles, with code-level implementation insights.
High-Precision Algorithm for Rotor Critical Speed and Unbalance Response Calculation
A highly accurate algorithm for computing rotor critical speeds and unbalance responses, primarily utilizing the transfer matrix method with optimized computational implementation
G-P Algorithm in Chaotic Time Series Analysis
The G-P (Grassberger-Procaccia) method for chaotic time series analysis, used to calculate correlation dimension and embedding dimension required for phase space reconstruction with implementation insights
Expression Recognition Source Code with Direct PCA and SVM Function Calls
A facial expression recognition source code that directly implements PCA and SVM functions for efficient emotion classification.
MATLAB Code Implementation for Array Signal Processing with MUSIC Algorithm and DOA Estimation
Array signal processing MATLAB code featuring MUSIC algorithm implementations for uniform circular arrays, uniform linear arrays, and uniform planar arrays. Includes comprehensive Direction of Arrival (DOA) estimation code for predicting signal arriv
MATLAB Implementation of Multi-Objective Optimization Algorithm
A MATLAB program implementing multi-objective optimization algorithms capable of simultaneously optimizing multiple objectives, featuring practical code examples with algorithm explanations and key function descriptions for effective learning of mult