Professional MATLAB source code with comprehensive documentation and examples
An excellent analytical platform for moving object detection implemented in MATLAB. Researchers can learn how to develop GUI-based applications in MATLAB 7.1 while testing their own detection algorithms within the platform. The system enables real-ti
Differential Evolution Algorithm for solving constrained optimization problems using JADE algorithm implementation, demonstrating superior performance compared to other optimization algorithms
Particle Filter Matlab Toolbox for learning and implementing particle filtering algorithms with practical code examples
K-means clustering algorithm source code implementation with practical examples for machine learning studies, featuring complete Python/Matlab code structure and clustering visualization capabilities.
Resource Scheduling Algorithm Implementation: Performance evaluation of MPEG services under the MLWEP (Maximum Likelihood Weighted Error Probability) criterion, featuring MATLAB code for dynamic resource allocation and optimization strategies.
MATLAB-based simulation program for solving heading and attitude angles in inertial navigation systems, featuring algorithm implementation and sensor modeling
Independent Component Analysis algorithm for reducing noise in raw data and extracting feature components - a highly useful data denoising program with practical code implementation.
A comprehensive introductory particle filter program downloaded from an international technical website, featuring robust implementation and practical applications
MATLAB-based implementation of the snake algorithm using the original approach for detecting eyes and mouth features in facial images
Implementation of NSGA2, one of the classic multi-objective optimization algorithms, written in MATLAB with comprehensive learning materials
About Compressed Sensing Reconstruction Algorithms - Compressed Sensing (CS), also known as Compressive Sampling, is an emerging interdisciplinary field between mathematics and information science that has gained popularity in recent years. Proposed
Strapdown attitude determination algorithm for MEMS IMU data using fourth-order Runge-Kutta method with quaternion implementation and error-correction mechanisms
MATLAB-based GPS signal simulator design for generating intermediate frequency (IF) GPS signals, including signal structure analysis, code implementation, and performance evaluation
Classic source code implementation for distribution network power flow calculation based on the forward-backward sweep algorithm, featuring efficient node voltage updating and branch current computation methods.
Simulation code for RSSI-based positioning in wireless sensor networks, specifically designed for one-dimensional mine environments with detailed path loss modeling and coordinate calculation functions
Custom implementation of L-BFGS algorithm for solving unconstrained optimization problems
Implementation of multi-target tracking using Probability Hypothesis Density (PHD) filter methodology and performance evaluation of PHD filtering techniques.
Develop a Kalman filter program to achieve trajectory filtering estimation, calculate errors, and generate simulation curves with algorithm implementation details
This program simulates the 3DT dimension-reduction algorithm in Space-Time Adaptive Processing (STAP) and compares its performance with optimal space-time processing results through MATLAB-based implementation with detailed algorithm analysis.
Implementation of direction of arrival estimation through compressive sensing, utilizing singular value decomposition for received signal dimensionality reduction and L1-norm minimization for sparse signal recovery