Professional MATLAB source code with comprehensive documentation and examples
A human body tracking implementation based on Sequential Monte Carlo methods, providing valuable reference for learning Monte Carlo particle filters with detailed code structure and algorithm explanations.
Simulation of fingerprint-based positioning algorithm for indoor video localization and tracking using ZigBee technology, with implementation of enhanced algorithm and comprehensive simulation results
Implementation of Kalman Filter algorithm for tracking and estimating object motion trajectories with state prediction and measurement correction mechanisms.
Newton's Method and Quadratic Interpolation Method Widely Used in Optimization Design for Solving Extremum and Critical Point Problems of Convex Functions
Developed by experienced engineers, this documentation covers the generation of GPS anti-jamming signals with comprehensive code implementation details.
This article explores signal processing applications of compressed sensing, where signal recovery and reconstruction are implemented using the Orthogonal Matching Pursuit (OMP) algorithm, an efficient greedy approach for sparse signal reconstruction.
This is a functional small program implementing Kalman filter algorithm for moving ball tracking, featuring recursive state estimation and measurement update cycles. Includes practical code examples for prediction and correction steps, available for
TDB Viterbi algorithm for radar weak target detection with valuable learning and practical reference significance
Comprehensive guide to drug correlation analysis code using statistical methods and machine learning algorithms
This code implements Principal Component Analysis (PCA) for feature selection, extracting the top three principal components with the highest variance contribution
Source code and ebook for "The Finite Element Method using MATLAB" - comprehensive materials for conducting finite element analysis with MATLAB programming
A comprehensive face recognition program implementing PCA and Fuzzy SVM algorithms, thoroughly tested and optimized for reliable performance
Classification of optimization problems: (Non)Linear Programming, Integer Programming, 0-1 Programming, (Multi-)Objective Programming, (Time-Related) Dynamic Programming, and (Random Coefficient) Stochastic Programming with implementation approaches.
Implementation of chaotic simulation for Chua's Circuit requiring MATLAB programming environment with numerical computation and visualization capabilities
This MATLAB implementation of the exhaustive search algorithm provides a complete solution for various optimization problems, featuring efficient code structure and comprehensive search capabilities suitable for technical applications
This MATLAB-based algorithm implements face detection and recognition using PCA (Principal Component Analysis) for the recognition component, featuring a GUI interface - simply execute facedec.m to run the complete system
Differential Evolution Algorithm - An Effective Optimization Method with Multi-Objective Optimization Capabilities
This program implements spatial resampling for focus matrix construction in the Coherent Signal Subspace Method (CSSM) applied to broadband coherent source Direction of Arrival (DOA) estimation. The implementation includes algorithmic enhancements fo
MATLAB implementation of CFAR algorithm for target detection in sea surface SAR imagery, including code structure and key parameter configurations
A comprehensive implementation of the CoSaMP algorithm for signal reconstruction in compressive sensing systems, featuring iterative measurement vector processing and threshold-based sparsity adaptation.