The Most Classic Algorithm for Non-Negative Matrix Factorization
Implementation code from the seminal 1999 Nature paper introducing the fundamental non-negative matrix factorization algorithm
Jake Channel Model: Technical Articles, Implementation Code, and Presentation Materials
Comprehensive resources on the Jake channel model including research articles, MATLAB/Python simulation code with Rayleigh fading implementation, and educational PowerPoint presentations covering theoretical foundations and practical applications.
Computational Methods of Fractional Fourier Transform: Algorithm Implementation and Code Examples
Comprehensive exploration of fractional Fourier transform computation techniques with detailed program listings and MATLAB/Python implementation examples, covering signal processing applications and practical use cases.
Two-Dimensional DOA Estimation Using L-shaped Arrays
This work explores various 2D DOA estimation algorithms based on L-shaped arrays, featuring direct correlations with recent research publications and detailed code implementation insights
Soft Decoding Algorithm for LT Fountain Codes
This repository provides a MATLAB implementation of the soft decoding algorithm for LT fountain codes along with relevant research papers.
Image Deblurring Algorithm
Deblurring algorithm developed by MIT researchers, cited in SIGGRAPH06 publication, demonstrating exceptional performance with sophisticated computational approaches
Blind Source Separation Algorithm Based on Natural Gradient
This self-developed blind source separation algorithm leverages natural gradient optimization. For foundational understanding of natural gradient methods, refer to Amari's seminal paper (easily searchable online). Key implementation aspects include gradient computation using the natural Riemannian metric and iterative updates through relative gradient descent for efficient convergence.
PSO Algorithm Optimization for PID Parameter Tuning
Implementation of PID parameter optimization using Particle Swarm Optimization (PSO) algorithm - This method has been published in a research paper demonstrating excellent control performance and convergence characteristics.
MATLAB Code Implementation for OFDM Peak-to-Average Power Ratio Reduction
OFDM PAPR reduction program with corresponding technical paper for enhanced comprehension, featuring detailed code annotations and algorithm explanations
Programs and Papers on Fractional Discrete Fourier Transform
Code implementations and comprehensive articles on fractional discrete Fourier transform, featuring detailed DFT explanations with practical algorithm insights to facilitate reader learning