Classic Kernel Regression Method for Deblurring
A classic implementation of kernel regression method for deblurring with excellent performance, complete with reference literature and code implementation details
Acoustic Wave Equation Wavefield Simulation
A MATLAB-based program developed for simulating wave propagation using the acoustic wave equation, with detailed numerical methods and parameter optimization.
Program for Model Reference Adaptive Control Based on Gradient Method (MIT-MRAC)
Implementation of Model Reference Adaptive Control (MRAC) using the MIT rule gradient descent approach for uncertain system adaptation
Ladder Generalized Predictive Control Programs
Implementation of ladder generalized predictive control algorithms, including single-value generalized predictive control, ladder GPC with pure delay, general GPC with pure delay, and first-order system identification with hysteresis.
C-N Method for Solving Partial Differential Equations
A C-N (Crank-Nicolson) method implementation for solving parabolic partial differential equations with fixed step size: du/dx - a * d²u/dx² = 0. This code allows modification of coefficient 'a' to handle different equation parameters and supports variable coefficients through loop-based updates. The algorithm employs implicit time-stepping with second-order accuracy in both time and space dimensions.
PQ Decoupling Method for Conventional Power Flow Calculation in Power Systems
This program implements conventional power flow calculation for power systems using the PQ decoupling method. Featuring straightforward implementation with detailed code comments, it provides an accessible approach for power flow analysis through active-reactive power decomposition and iterative solving techniques.
Autocorrelation Operation for Sequence Analysis
Autocorrelation program designed to compute autocorrelation operations on sequences, featuring robust performance and practical application value
Solving Convection Equation Using Upwind Scheme
This MATLAB program implements the upwind scheme to solve convection equations, which have broad engineering applications. The upwind scheme offers high numerical accuracy and is complemented by a leapfrog scheme implementation for solving diffusion equation initial value problems, providing two distinct computational approaches.
Short-Time Fourier Transform (STFT)
This is a Short-Time Fourier Transform implementation with practical code examples, designed to help users analyze time-frequency signal characteristics.
IDW (Inverse Distance Weighting) Spatial Interpolation
IDW (Inverse Distance Weighting) is one of the most commonly used spatial interpolation methods. This MATLAB-based program offers comprehensive functionality, including key algorithmic implementations and visualization tools for effective spatial data analysis.