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Adaptive Blind Signal and Image Processing by Andrzej Cichocki and Shun-ichi Amari (2005)

This repository contains the companion source code for "Adaptive Blind Signal and Image Processing" (Chinese title: 《自适应盲信号与图象处理》) authored by Andrzej Cichocki and Shun-ichi Amari (Japan), published in 2005. This book represents the most systematic and up-to-date resource on blind signal and image processing, featuring MATLAB implementations of key algorithms such as Independent Component Analysis (ICA), blind source separation, and adaptive filtering techniques.

MATLAB 227 views Tagged

Adaptive Fuzzy PID Control Implementation

Adaptive fuzzy PID control program requiring FIS file import for configuration and operation

MATLAB 229 views Tagged

Adaptive Resource Allocation in OFDM Systems Using Genetic Algorithm

When implementing adaptive resource allocation in OFDM systems, genetic algorithms are commonly employed. We have developed genetic algorithm code that includes selection, crossover, and mutation operations, providing a practical implementation reference for optimization problems.

MATLAB 239 views Tagged

Designing Adaptive PID Control Using Grey System Theory

Implementation of online PID parameter adjustment through grey system theory, enabling real-time adaptation to environmental changes with enhanced control algorithms and system intelligence.

MATLAB 219 views Tagged

My MATLAB Source Code Implementation: Histogram Equalization Algorithm

This repository contains my custom MATLAB implementation of histogram equalization, along with an alternative algorithm for comparison purposes. I'm also planning to develop an adaptive histogram equalization method that enhances image details more effectively. Your feedback and suggestions are highly appreciated.

MATLAB 208 views Tagged

Simulation of Lattice Algorithm and LMS in Adaptive Systems

A MATLAB simulation program focusing on lattice algorithms and LMS (Least Mean Squares) in adaptive systems, featuring code implementation details and performance analysis.

MATLAB 209 views Tagged

Fuzzy PID Control Program with Adaptive Parameter Tuning

This program implements an adaptive fuzzy PID controller using error (e) and error rate of change (e_dot) as inputs to dynamically adjust PID parameters. The system employs fuzzy logic rules to modify PID coefficients online, creating a self-tuning controller that maintains optimal performance under varying conditions through real-time parameter optimization.

MATLAB 372 views Tagged

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