Professional MATLAB source code with comprehensive documentation and examples
Implementation methods of OOSM (Out-of-Sequence Measurements) in target tracking, covering: parameter information of moving objects and sensors, motion trajectory of target objects, movement trajectory of sensors, and measurement report vectors with
Implementation of PLS-based spectral analysis pipeline including data reading, wavelet transformation, PCA analysis, PLS modeling, and cross-validation
An advanced nonlinear target tracking algorithm that addresses the limitations of Extended Kalman Filtering with improved implementation techniques.
A comprehensive comparison of RANSAC line fitting and least squares regression that provides significant value for readers new to RANSAC, including practical code considerations and algorithm behavior explanations.
MATLAB source code for face recognition system implementing Principal Component Analysis (PCA) with feature extraction and pattern matching capabilities.
This manual primarily introduces the core concepts of particle filtering and its practical implementations in nonlinear systems, focusing on key applications such as target tracking, multi-target tracking, and battery life prediction. The handbook's
Implement image segmentation through K-means clustering by converting original images to HSV color space for cluster analysis
Structural Analysis Finite Element Method and MATLAB Programming Design - Complete Source Code Implementation
Algorithm for solving Toeplitz equations used in deconvolution applications, implementing the solution for x*h=y where h and y are known vectors and x is the unknown variable to be determined.
Complete download and debugging instructions for all examples in D University's GATBS toolbox, mathematical modeling course materials, and advanced algorithm lectures for mathematical modeling applications.
This article explores the fundamental concepts and practical implementation of Kalman filtering using a simple sinusoidal signal, providing hands-on experience to better understand the algorithm's principles and applications through code examples and
CSK in Chaos Shift Keying: Modeling and Implementation using coherent_csk_simulink framework for digital communication systems
This compact program solves Duffing equations, analyzes chaotic states through phase portraits, and evaluates signal processing with noise injection capabilities
MATLAB implementations of power iteration and inverse iteration methods for calculating eigenvalues and eigenvectors, along with the MINRES algorithm for matrix computations
Kalman Filter experiment with time series prediction, including GPS data parsing for latitude and longitude coordinates with implementation insights
An enhanced algorithm for independent component analysis based on cumulants, which achieves blind source separation through simultaneous diagonalization of third-order and fourth-order cumulant matrices, with optimized computational efficiency and se
Implementation of a GPS software-defined receiver, including pseudocode generation algorithms, signal acquisition techniques, and tracking loop design with code-level descriptions
Enhanced TDOA-AOA positioning algorithm integrating Extended Kalman Filter (EKF) for improved accuracy in dynamic localization systems, with code implementation insights for sensor fusion and state estimation.
The DC portion of photovoltaic power generation in microgrid systems primarily includes PV panels, MPPT algorithms, PWM modules, and corresponding parameter configurations. The simulation validates the effectiveness of MPPT implementation.
Implementation of strapdown inertial navigation and GPS integrated navigation system using Kalman filtering for multi-sensor data fusion and optimized position output