Texture-Based Image Segmentation
Image segmentation using texture metrics, particularly suitable for remote sensing imagery, primarily implemented through the K-means clustering algorithm with feature extraction and preprocessing techniques.
GPS Interference Simulation
GPS Interference Simulation implements jamming pattern emulation by interfering with GPS Continuous Wave (CW) signals, typically achieved through digital signal processing algorithms that modulate jamming waveforms onto carrier frequencies matching G
Design of ANN-BP Classifier with Data Partitioning and Performance Evaluation
Implementation of an ANN-BP classifier using half of the dataset for training through the BP algorithm, while the remaining half is reserved for testing classification performance, including accuracy assessment.
Q-Learning Algorithm Implementation Example
A comprehensive Q-learning algorithm routine with complete code implementation for reinforcement learning applications, shared for community benefit.
Inertial Navigation + GPS Integrated Navigation System
Inertial Navigation System (INS) and GPS integrated navigation, featuring classic algorithms with code implementation insights. Essential knowledge for navigation system developers.
Kalman Filter Algorithm Application for Target Trajectory Prediction in Radar Systems
Implementation of Kalman Filter Algorithm for Target Trajectory Prediction in Radar Applications with Code Integration
MATLAB Implementation of Least Squares Fitting
Implementing least squares fitting in MATLAB requires first determining the functional form of the fitting model, which is crucial for accurate parameter estimation using numerical optimization algorithms.
Ellipsoidal Surface Fitting Using Least Squares Method
MATLAB Implementation: Fitting Ellipsoidal Surfaces with Least Squares Algorithm
MATLAB Implementation of Particle Filter Algorithm with Resampling
This particle filter algorithm implementation program is developed on the MATLAB platform and includes the complete resampling step, serving as an excellent educational resource for beginners learning particle filtering concepts and practical impleme
Stochastic Dynamic Programming Path Planning Example with MATLAB Implementation
MATLAB code implementation for a stochastic dynamic programming example demonstrating path planning with particle optimization, obstacle avoidance, and convergence analysis
Missile Trajectory Analysis Algorithm
Missile Trajectory Analysis Algorithm with Implementation of Two-Stage Rocket Ballistic Missile Flight Simulation
Entropy-Based Endpoint Detection Algorithm
An entropy-based endpoint detection algorithm that provides more precise endpoint identification compared to traditional detection methods, with implementation approaches using signal entropy analysis.
Direction of Arrival (DOA) Estimation with Enhanced MUSIC Algorithm Implementation
Direction of Arrival (DOA) estimation addresses the fundamental problem of determining spatial positions (azimuth angles relative to array reference elements) of multiple signals within a specified spatial region. The classical super-resolution DOA e
MATLAB Implementation of Inertial Navigation Simulation
MATLAB program for inertial navigation simulation with trajectory generation and motion modeling
3D Coordinate Transformation Using Rodriguez Matrix
This program implements a 3D coordinate transformation algorithm based on the Rodriguez matrix, featuring a simple and fast computational approach with high precision achieved without iterative processes, utilizing efficient matrix operations and vec
Building Partial Least Squares Models with MATLAB Code Implementation
This MATLAB program enables the construction of partial least squares (PLS) regression models, featuring comprehensive line-by-line code annotations that facilitate program comprehension and modification.
Dynamic Object Tracking in Videos Using MATLAB
MATLAB Implementation of Dynamic Object Tracking in Videos - Tested and Verified with Frame Interpolation Method
Source Code for Chaotic Differential Evolution Algorithm
This repository contains self-implemented source code for a chaotic differential evolution algorithm along with a research paper discussing its methodology and applications, designed to assist beginners in understanding this optimization technique.
Parameter Estimation Using SVD-TLS Algorithm
Implementation of SVD-TLS Algorithm for Parameter Estimation: This paper employs the SVD-TLS algorithm to estimate the power spectrum of observed signals through three key computational steps: (1) Compute SVD of the sample correlation function matrix
Programming Implementation of Basic Chaotic Algorithms
Implementing fundamental chaotic algorithms using MATLAB *.m files, with extensible architecture for developing optimized chaotic search algorithms through parameter tuning and hybrid approaches