Hurst Exponent Calculation
MATLAB Program for Computing Hurst Exponent with R/S Analysis Method
Linear First-Order Inverted Pendulum LQR Control
MATLAB program for LQR control calculation of a linear first-order inverted pendulum, validated for accuracy and algorithm implementation.
PPCA Computational Implementation
This implementation of Probabilistic Principal Component Analysis (PPCA) includes comprehensive internal documentation and explanatory notes. The algorithm represents a classic approach to dimensionality reduction and serves as an excellent reference for statistical modeling implementations.
Calculation of Mie Scattering Theory Coefficients
A computational program for calculating Mie scattering theory coefficients (an, bn, cn, dn) which form the core of Mie scattering theory. The program is implemented as modular functions that can be individually called within larger programs, providing enhanced usability and integration capabilities.
Calculation of Effective Refractive Index for Fiber Core Fundamental Mode Using Bisection Method
A MATLAB program implementing bisection method algorithm to compute the effective refractive index of optical fiber core fundamental mode, featuring numerical convergence with error tolerance control.
MATLAB Program for Calculating Radar Cross Section (RCS) of Metallic Spheres
A comprehensive MATLAB implementation for computing the radar cross section of metallic spheres, featuring textbook-standard RCS curve calculations with enhanced code explanations and algorithm descriptions.
MATLAB Radial Basis Function Neural Network Model Computation Program Source Code
Complete MATLAB source code implementation for Radial Basis Function Neural Network (RBFNN) model computation
LBP Feature Computation Program for Face Recognition
A face recognition program implementing LBP feature calculation - providing simple yet effective statistical histogram features with practical implementation guidelines for feature extraction and analysis.
Calculation of Element Stiffness Matrix for 3D Beam Elements in Finite Element Analysis
A MATLAB-implemented program for computing element stiffness matrices of 3D beam elements in finite element analysis, featuring 6 degrees of freedom per node, with implementation of Euler-Bernoulli beam theory and coordinate transformation algorithms.
One-Dimensional Moving Least Squares (MLS) Matlab Implementation
A MATLAB computational program for one-dimensional Moving Least Squares (MLS) method, designed for advanced curve fitting applications with configurable smoothing parameters