Experimental System for SVM Pattern Classification Method
MATLAB-based experimental system for SVM pattern classification featuring simulation experiments with practical examples, suitable for reference and implementation studies
Classical MUSIC Algorithm for Uniform Linear Arrays
Implementation of the classical MUSIC algorithm with uniform linear arrays. This example demonstrates the MUSIC spectrum plot showing estimated signal directions. Our simulation uses 8 array elements with 2 received signals. The MUSIC algorithm achieves high-direction-estimation accuracy through eigenvalue decomposition and noise subspace utilization.
SVD-TLS Implementation of ESPRIT Method for Harmonic Retrieval
Program implementation of SVD-TLS based ESPRIT method for harmonic retrieval, featuring simulation experiments on signal harmonic recovery with analysis of algorithm performance and comparison metrics
Signal Upconversion and Downconversion
Implementation of signal upconversion and downconversion with simulation experiments confirming correctness, including MATLAB code implementation details and algorithm explanations.
Research on Electrical Domain Equalization Techniques for Mitigating PMD Effects in Optical Fiber Communication Systems
This study focuses on electrical domain equalization techniques for overcoming PMD (Polarization Mode Dispersion) effects in optical fiber communication systems. We developed comprehensive models of electrical equalizers and conducted simulation experiments to identify optimal structures for PMD compensation, incorporating digital signal processing algorithms and adaptive filtering implementations.
Simulation Experiment of RS Code Communication System
Simulation experiment of RS code communication system including source code, implementation details, and comprehensive documentation
Capability to Generate Gaussian White Noise
Capability to Generate Gaussian White Noise
Implementation of APIT Simulation Experiments in MATLAB Environment
Conducting APIT (Approximate Point-In-Triangulation Test) simulation experiments using MATLAB for wireless sensor network node localization algorithm analysis