Professional MATLAB source code with comprehensive documentation and examples
Implementation of Bayesian inference-based data fusion to process results from CHAN and Taylor algorithms, achieving improved localization accuracy and reliability through probabilistic integration.
Implementation of Lyapunov exponent calculation methods in chaos theory using MATLAB software, including partial code annotations and algorithm explanations
Particle filter implementation for multi-target tracking using MATLAB simulation, covering algorithm design, code structure, and performance evaluation techniques.
Implementation of Kalman Filter for target tracking with linear motion state modeling, including code structure and algorithm details
This MATLAB implementation solves variable-parameter Lorenz equations, commonly encountered in nonlinear dynamics and chaos research. The program can also handle similar variable-parameter differential equation systems like Chen system, Lü system, an
Chaotic time series prediction program featuring multi-step prediction functions and a main forecasting routine with enhanced algorithmic capabilities.
MATLAB implementation of Linear Discriminant Analysis (LDA) algorithm with code examples and technical insights
MATLAB code for multi-target tracking featuring real-time updates through background subtraction method. The implementation demonstrates excellent performance when detecting and tracking a small number of targets (up to 8), but experiences significan
This function code utilizes MATLAB's symbolic function capability to generate DH matrices either by manually inputting symbolic DH parameter matrices or importing DH parameter tables from Excel files. The resulting DH matrix can be used for further t
Implementation of moving object tracking using mean-shift algorithm with practical code examples and technical insights
Implementation of the KSVD dictionary learning algorithm for sparse representation, capable of generating redundant dictionaries with detailed internal code comments and algorithm explanations
MATLAB simulation diagram of Chua's Circuit, serving as a reference for beginners studying chaos theory, including implementation approaches and key component functions
Program Function: Implementation of Plot-Track Association for Two Uniformly Moving Targets Using JPDA Data Association Algorithm
Infrared small target detection using second-order difference method for identifying dim targets in far-infrared images, with code implementation insights on gradient computation and edge-aware filtering
This MATLAB implementation package includes five key adaptive algorithms: LMS, adaptive notch filter, RLS adaptive algorithm, plus two additional algorithms for digital signal processing applications.
MATLAB Animation of Light Dispersion Through a Triangular Prism with Implementation Details
Implementing simulated annealing algorithm to solve the Traveling Salesman Problem (TSP) with code optimization strategies
A robust algorithm for human pose estimation that accurately localizes human limbs, torso, and head to enable higher-level analysis through coordinate detection and anatomical joint mapping
Source code implementation of the EM algorithm for finite Gaussian mixture models, including experimental report with runtime results and performance analysis.
Utilizing finite element analysis (FEA) for microscale flow simulations, this method enables comprehensive analysis of porous media, incorporating implementation algorithms such as weak formulation discretization and matrix assembly for solving parti