Professional MATLAB source code with comprehensive documentation and examples
An excellent localization algorithm implementing RSSI-based trilateration through MATLAB simulation, featuring signal strength processing, distance estimation, and coordinate calculation functions - perfect for those seeking practical positioning sol
Implementation of rotation vector method simulation using MATLAB, with code demonstrating algorithm validation through comprehensive test scenarios including varying flight velocities and orientations
Attribute reduction methodology based on rough set theory, featuring practical implementation examples and enhanced code-related explanations for better understanding
A self-developed optimization program implementing clonal selection algorithm using binary encoding, featuring embedded functions for monitoring optimal values and demonstrating excellent performance outcomes from rigorous graduation project developm
A comprehensive program for compressive sensing theory, featuring practical code implementations and algorithm demonstrations to help beginners understand core concepts and applications
This code provides a simulation of polynomial-based power amplifier predistortion algorithm considering memory effects, featuring recursive least squares adaptation for dynamic coefficient updates.
Implementation and theoretical explanation of the Radon algorithm, featuring key personally curated technical resources.
Expectation-Maximization Algorithm for Maximum Likelihood Estimation of Gaussian Mixture Models
An image reconstruction program leveraging compressed sensing technology, designed to improve both reconstruction quality and computational efficiency through optimized sampling and recovery algorithms
This program implements the Levenberg Marquardt Fletcher (LMF) algorithm for solving nonlinear least squares problems. It is designed to find optimal solutions for overdetermined systems of nonlinear polynomial equations, with code handling gradient
A MATLAB implementation of Kalman filter-based tracking for video sequence frames, featuring state-space modeling and recursive prediction-correction algorithms for object motion trajectory analysis.
MATLAB simulation code implementation for RSSI and TOA localization algorithms with detailed technical explanations
This implementation utilizes a uniform linear array structure and employs fourth-order cumulants to generate virtual array elements, enabling the estimation of more signal sources than physical array elements for Direction of Arrival (DOA) estimation
Principal Component Analysis (PCA) is a statistical technique that transforms multiple variables into fewer composite indicators through dimensionality reduction, implemented mathematically via eigenvalue decomposition of covariance matrices.
Implementation of differential-based multi-objective optimization problem using sub-function approach
Source code implementation of the fixed-step fourth-order Runge-Kutta method algorithm for solving differential equations (systems)
Code implementation of Wolfe line search method for unconstrained optimization problems, featuring algorithm explanation and practical implementation details.
MATLAB implementation of Fang's algorithm for TDOA-based passive time difference localization with source code
Implementing ASE noise characteristic analysis for Semiconductor Optical Amplifiers (SOA) using MATLAB programming, enabling calculation of carrier density, ASE gain, and noise figure through numerical algorithms primarily based on the semi-analytica
Multiple Linear Regression Algorithm with Code Implementation Details