Professional MATLAB source code with comprehensive documentation and examples
This project implements Zero-Forcing Equalizer (ZFE), Minimum Mean Square Error Equalizer (MMSE), and Adaptive Linear Equalizer using MATLAB programming. The implementation includes computer simulations with detailed analysis of results, and provides
Implementation of VWAP methodology in algorithmic trading systems, accompanied by 10 Excel datasets containing 10 days of stock index futures data for experimental validation.
Implementation of Orthogonal Matching Pursuit (OMP) algorithm for compressed sensing applications - a MATLAB m-file featuring iterative signal recovery with error minimization
[1] Random Sequence Generation Program [2] White Noise Generation Program [3] M-Sequence Generation Program [4] One-step Least Squares Identification Program for Second-order Systems [5] Least Squares Identification Program for Practical Pressure Sys
Combining Genetic Algorithm with Partial Least Squares Regression for spectral band optimization
Source code for a classic particle filter algorithm written by an international expert. Ideal for beginners with comprehensive code comments and detailed implementation insights.
Application of the classic KFCM algorithm for clustering the Iris dataset with enhanced code implementation insights.
MATLAB implementation of linear least squares fitting function: lzxec - performs linear least squares fitting on discrete experimental data points, calculates optimal fitting parameters, and returns statistical metrics for model evaluation
MATLAB implementation of statistical chaos methods for nonlinear system time series prediction with code-based algorithm explanations
MATLAB-based ellipse detection algorithm utilizing Hough transform with code implementation details
MATLAB-based weapon-target assignment algorithm program with code implementation insights
Comparison of wavelet transform and OMP algorithm in compressed sensing, featuring a relatively new algorithmic approach with implementation-focused analysis
One approach for solving integrals with integrands containing integral terms - "RBF Neural Network Approximation Method" with implementation insights
This algorithm serves as the primary component of the ROCK clustering method, designed for efficient aggregation processing of large-scale datasets using similarity measures and graph-based connectivity analysis.
MATLAB Implementation of the SL0 Algorithm for Compressed Sensing
Simulation of generalized predictive control algorithm featuring online system identification through recursive least squares method with performance comparison against PID control - fully executable implementation
MATLAB-based T-Snake algorithm implementation with basic functionality, useful for handling simple scenarios and serving as a reference for image segmentation techniques
MATLAB implementation of interior penalty function method for constrained optimization with algorithm exploration
A MATLAB program for face recognition using PCA (Principal Component Analysis), achieving high recognition success rates through feature dimensionality reduction and eigenface computation techniques.
A comparative analysis of tracking performance between 3-model/2-model Interacting Multiple Model (IMM) algorithms and standard Kalman Filter algorithms for maneuvering targets, including implementation considerations and algorithmic advantages